IJCAI 2021 Accepted Papers

The full list of 722 papers accepted at IJCAI 2021 (International Joint Conference on Artificial Intelligence). Click any title for details, similar papers, and links to the original source. You can also search these papers by meaning, not just keywords.

1. Generalizing to Unseen Domains: A Survey on Domain GeneralizationPoster1,297 citations
2. Time Series Data Augmentation for Deep Learning: A SurveyPoster969 citations
3. Masked Label Prediction: Unified Message Passing Model for Semi-Supervised ClassificationPoster957 citations
4. Recent Advances in Adversarial Training for Adversarial RobustnessPoster596 citations
5. Time-Series Representation Learning via Temporal and Contextual ContrastingPoster596 citations
6. Pretrained Language Model for Text Generation: A SurveyPoster482 citations
7. Combinatorial Optimization and Reasoning with Graph Neural NetworksPoster473 citations
8. The Surprising Power of Graph Neural Networks with Random Node InitializationPoster289 citations
9. Context-aware Cross-level Fusion Network for Camouflaged Object DetectionPoster284 citations
10. Automated Fact-Checking for Assisting Human Fact-CheckersPoster281 citations
11. LDP-FL: Practical Private Aggregation in Federated Learning with Local Differential PrivacyPoster278 citations
12. Comparing Kullback-Leibler Divergence and Mean Squared Error Loss in Knowledge DistillationPoster272 citations
13. Cross-Domain Recommendation: Challenges, Progress, and ProspectsPoster266 citations
14. Towards Understanding the Spectral Bias of Deep LearningPoster265 citations
15. End-to-End Constrained Optimization Learning: A SurveyPoster258 citations
16. Graph Learning based Recommender Systems: A ReviewPoster257 citations
17. A Survey on Complex Knowledge Base Question Answering: Methods, Challenges and SolutionsPoster228 citations
18. UniGNN: a Unified Framework for Graph and Hypergraph Neural NetworksPoster225 citations
19. Document-level Relation Extraction as Semantic SegmentationPoster213 citations
20. Medical Image Segmentation using Squeeze-and-Expansion TransformersPoster213 citations
21. Multi-hop Attention Graph Neural NetworksPoster208 citations
22. If Only We Had Better Counterfactual Explanations: Five Key Deficits to Rectify in the Evaluation of Counterfactual XAI TechniquesPoster206 citations
23. Argumentative XAI: A SurveyPoster196 citations
24. Source-free Domain Adaptation via Avatar Prototype Generation and AdaptationPoster191 citations
25. Audio2Head: Audio-driven One-shot Talking-head Generation with Natural Head MotionPoster190 citations
26. Multi-Scale Contrastive Siamese Networks for Self-Supervised Graph Representation LearningPoster183 citations
27. Recent Trends in Word Sense Disambiguation: A SurveyPoster183 citations
28. Optimal ANN-SNN Conversion for Fast and Accurate Inference in Deep Spiking Neural NetworksPoster181 citations
29. Graph Debiased Contrastive Learning with Joint Representation ClusteringPoster179 citations
30. Topic Modelling Meets Deep Neural Networks: A SurveyPoster173 citations
31. Policy Learning with Constraints in Model-free Reinforcement Learning: A SurveyPoster164 citations
32. Segmenting Transparent Objects in the Wild with TransformerPoster157 citations
33. Learn from Syntax: Improving Pair-wise Aspect and Opinion Terms Extraction with Rich Syntactic KnowledgePoster156 citations
34. Adv-Makeup: A New Imperceptible and Transferable Attack on Face RecognitionPoster155 citations
35. Federated Model Distillation with Noise-Free Differential PrivacyPoster144 citations
36. DA-GCN: A Domain-aware Attentive Graph Convolution Network for Shared-account Cross-domain Sequential RecommendationPoster139 citations
37. Cross-Domain Few-Shot Classification via Adversarial Task AugmentationPoster138 citations
38. UNBERT: User-News Matching BERT for News RecommendationPoster138 citations
39. Where Is Your Place, Visual Place Recognition?Poster138 citations
40. CogTree: Cognition Tree Loss for Unbiased Scene Graph GenerationPoster137 citations
41. SafeDrug: Dual Molecular Graph Encoders for Recommending Effective and Safe Drug CombinationsPoster135 citations
42. HifiFace: 3D Shape and Semantic Prior Guided High Fidelity Face SwappingPoster133 citations
43. Deep Learning for Click-Through Rate EstimationPoster131 citations
44. Federated Learning with Fair AveragingPoster127 citations
45. Practical One-Shot Federated Learning for Cross-Silo SettingPoster124 citations
46. A Survey on Spoken Language Understanding: Recent Advances and New FrontiersPoster122 citations
47. DEHB: Evolutionary Hyberband for Scalable, Robust and Efficient Hyperparameter OptimizationPoster122 citations
48. Dual-Cross Central Difference Network for Face Anti-SpoofingPoster121 citations
49. Neural Temporal Point Processes: A ReviewPoster120 citations
50. SalientSleepNet: Multimodal Salient Wave Detection Network for Sleep StagingPoster117 citations
51. Smart Contract Vulnerability Detection: From Pure Neural Network to Interpretable Graph Feature and Expert Pattern FusionPoster117 citations
52. CuCo: Graph Representation with Curriculum Contrastive LearningPoster115 citations
53. A Survey on Universal Adversarial AttackPoster111 citations
54. Step-Wise Hierarchical Alignment Network for Image-Text MatchingPoster111 citations
55. Contrastive Model Invertion for Data-Free Knolwedge DistillationPoster106 citations
56. Anytime Multi-Agent Path Finding via Large Neighborhood SearchPoster105 citations
57. Discovering Collaborative Signals for Next POI Recommendation with Iterative Seq2Graph AugmentationPoster103 citations
58. Distortion in Social Choice Problems: The First 15 Years and BeyondPoster103 citations
59. Mechanism Design for Facility Location Problems: A SurveyPoster102 citations
60. DEEPSPLIT: An Efficient Splitting Method for Neural Network Verification via Indirect Effect AnalysisPoster101 citations
61. BACKDOORL: Backdoor Attack against Competitive Reinforcement LearningPoster99 citations
62. Automated Machine Learning on Graphs: A SurveyPoster96 citations
63. Hierarchical Self-supervised Augmented Knowledge DistillationPoster96 citations
64. Dual Reweighting Domain Generalization for Face Presentation Attack DetectionPoster95 citations
65. Adversarial Spectral Kernel Matching for Unsupervised Time Series Domain AdaptationPoster94 citations
66. Deep Automatic Natural Image MattingPoster94 citations
67. Structure Guided Lane DetectionPoster93 citations
68. Graph Filter-based Multi-view Attributed Graph ClusteringPoster91 citations
69. On Explaining Random Forests with SATPoster90 citations
70. Unsupervised Hashing with Contrastive Information BottleneckPoster90 citations
71. Event-based Action Recognition Using Motion Information and Spiking Neural NetworksPoster89 citations
72. A Sequence-to-Set Network for Nested Named Entity RecognitionPoster88 citations
73. A Comparative Survey: Benchmarking for Pool-based Active LearningPoster86 citations
74. GraphMI: Extracting Private Graph Data from Graph Neural NetworksPoster84 citations
75. Ten Years of BabelNet: A SurveyPoster84 citations
76. UIBert: Learning Generic Multimodal Representations for UI UnderstandingPoster83 citations
77. Hierarchical Adaptive Temporal-Relational Modeling for Stock Trend PredictionPoster82 citations
78. User-as-Graph: User Modeling with Heterogeneous Graph Pooling for News RecommendationPoster82 citations
79. Change Matters: Medication Change Prediction with Recurrent Residual NetworksPoster81 citations
80. Detecting Deepfake Videos with Temporal Dropout 3DCNNPoster81 citations
81. TrafficStream: A Streaming Traffic Flow Forecasting Framework Based on Graph Neural Networks and Continual LearningPoster81 citations
82. Knowledge-aware Zero-Shot Learning: Survey and PerspectivePoster80 citations
83. Ordering-Based Causal Discovery with Reinforcement LearningPoster79 citations
84. Pruning of Deep Spiking Neural Networks through Gradient RewiringPoster78 citations
85. Text-based Person Search via Multi-Granularity Embedding LearningPoster78 citations
86. Dialogue Discourse-Aware Graph Model and Data Augmentation for Meeting SummarizationPoster77 citations
87. Beyond the Spectrum: Detecting Deepfakes via Re-SynthesisPoster75 citations
88. Hierarchical Object-oriented Spatio-Temporal Reasoning for Video Question AnsweringPoster75 citations
89. Spatial-Temporal Sequential Hypergraph Network for Crime Prediction with Dynamic Multiplex Relation LearningPoster75 citations
90. Weakly-Supervised Spatio-Temporal Anomaly Detection in Surveillance VideoPoster75 citations
91. Collaborative Graph Learning with Auxiliary Text for Temporal Event Prediction in HealthcarePoster73 citations
92. Understanding Structural Vulnerability in Graph Convolutional NetworksPoster73 citations
93. Explaining Deep Neural Network Models with Adversarial Gradient IntegrationPoster72 citations
94. Simulation of Electron-Proton Scattering Events by a Feature-Augmented and Transformed Generative Adversarial Network (FAT-GAN)Poster72 citations
95. EmbedMask: Embedding Coupling for Instance SegmentationPoster71 citations
96. Graph-Free Knowledge Distillation for Graph Neural NetworksPoster71 citations
97. Positive-Unlabeled Learning from Imbalanced DataPoster71 citations
98. MDNN: A Multimodal Deep Neural Network for Predicting Drug-Drug Interaction EventsPoster66 citations
99. Multi-Agent Reinforcement Learning for Automated Peer-to-Peer Energy Trading in Double-Side Auction MarketPoster65 citations
100. Towards Compact Single Image Super-Resolution via Contrastive Self-distillationPoster65 citations
101. Exploring Periodicity and Interactivity in Multi-Interest Framework for Sequential RecommendationPoster64 citations
102. Hardware-Aware Neural Architecture Search: Survey and TaxonomyPoster64 citations
103. Contrastive Losses and Solution Caching for Predict-and-OptimizePoster63 citations
104. Graph Universal Adversarial Attacks: A Few Bad Actors Ruin Graph Learning ModelsPoster63 citations
105. Zero-Shot Chinese Character Recognition with Stroke-Level DecompositionPoster63 citations
106. Adversarial Feature Disentanglement for Long-Term Person Re-identificationPoster62 citations
107. Human-AI Collaboration with Bandit FeedbackPoster62 citations
108. Against Membership Inference Attack: Pruning is All You NeedPoster61 citations
109. Learning with Selective ForgettingPoster61 citations
110. Adversarial Examples in Physical WorldPoster60 citations
111. Towards Understanding Deep Learning from Noisy Labels with Small-Loss CriterionPoster60 citations
112. Federated Learning with Sparsification-Amplified Privacy and Adaptive OptimizationPoster59 citations
113. A Survey on Low-Resource Neural Machine TranslationPoster58 citations
114. Learn to Intervene: An Adaptive Learning Policy for Restless Bandits in Application to Preventive HealthcarePoster58 citations
115. Learning Unknown from Correlations: Graph Neural Network for Inter-novel-protein Interaction PredictionPoster58 citations
116. Mean Field Games Flock! The Reinforcement Learning WayPoster58 citations
117. InverseNet: Augmenting Model Extraction Attacks with Training Data InversionPoster56 citations
118. Deep Reinforcement Learning for Navigation in AAA Video GamesPoster55 citations
119. On Guaranteed Optimal Robust Explanations for NLP ModelsPoster55 citations
120. Unsupervised Path Representation Learning with Curriculum Negative SamplingPoster55 citations
121. Improved Guarantees and a Multiple-descent Curve for Column Subset Selection and the Nystrom Method (Extended Abstract)Poster54 citations
122. Learning Attributed Graph Representation with Communicative Message Passing TransformerPoster54 citations
123. Towards a New Generation of Cognitive DiagnosisPoster54 citations
124. Abductive Knowledge Induction from Raw DataPoster53 citations
125. CSGNN: Contrastive Self-Supervised Graph Neural Network for Molecular Interaction PredictionPoster53 citations
126. Coupling Intent and Action for Pedestrian Crossing Behavior PredictionPoster53 citations
127. Learning Implicit Temporal Alignment for Few-shot Video ClassificationPoster53 citations
128. Tracklet Proposal Network for Multi-Object Tracking on Point CloudsPoster53 citations
129. CIMON: Towards High-quality Hash CodesPoster52 citations
130. SiamRCR: Reciprocal Classification and Regression for Visual Object TrackingPoster52 citations
131. Analogical Proportions: Why They Are Useful in AIPoster51 citations
132. Multimodal Transformer Networks for Pedestrian Trajectory PredictionPoster51 citations
133. On Self-Distilling Graph Neural NetworkPoster51 citations
134. Context-Aware Image Inpainting with Learned Semantic PriorsPoster50 citations
135. Modeling Trajectories with Neural Ordinary Differential EquationsPoster50 citations
136. Preference-Adaptive Meta-Learning for Cold-Start RecommendationPoster50 citations
137. Towards Scalable Complete Verification of Relu Neural Networks via Dependency-based BranchingPoster50 citations
138. A Survey on Goal Recognition as PlanningPoster49 citations
139. HIP Network: Historical Information Passing Network for Extrapolation Reasoning on Temporal Knowledge GraphPoster49 citations
140. MFNP: A Meta-optimized Model for Few-shot Next POI RecommendationPoster49 citations
141. Unifying Online and Counterfactual Learning to Rank: A Novel Counterfactual Estimator that Effectively Utilizes Online Interventions (Extended Abstract)Poster49 citations
142. Direct Measure Matching for Crowd CountingPoster48 citations
143. Masked Contrastive Learning for Anomaly DetectionPoster48 citations
144. Multi-Hop Fact Checking of Political ClaimsPoster47 citations
145. RCA: A Deep Collaborative Autoencoder Approach for Anomaly DetectionPoster47 citations
146. Secure Deep Graph Generation with Link Differential PrivacyPoster47 citations
147. Efficient Neural Network Verification via Layer-based Semidefinite Relaxations and Linear CutsPoster46 citations
148. Model-based Multi-agent Policy Optimization with Adaptive Opponent-wise RolloutsPoster46 citations
149. Decision Making with Differential Privacy under a Fairness LensPoster45 citations
150. Fine-tuning Is Not Enough: A Simple yet Effective Watermark Removal Attack for DNN ModelsPoster45 citations
151. AdaVQA: Overcoming Language Priors with Adapted Margin Cosine LossPoster44 citations
152. An Examination of Fairness of AI Models for Deepfake DetectionPoster43 citations
153. Domain-Smoothing Network for Zero-Shot Sketch-Based Image RetrievalPoster43 citations
154. Graph Entropy Guided Node Embedding Dimension Selection for Graph Neural NetworksPoster43 citations
155. Self-Supervised Adversarial Distribution Regularization for Medication RecommendationPoster43 citations
156. Time-Aware Multi-Scale RNNs for Time Series ModelingPoster43 citations
157. Unsupervised Progressive Learning and the STAM ArchitecturePoster43 citations
158. Understanding the Relationship between Interactions and Outcomes in Human-in-the-Loop Machine LearningPoster42 citations
159. BOBCAT: Bilevel Optimization-Based Computerized Adaptive TestingPoster41 citations
160. Clustering-Induced Adaptive Structure Enhancing Network for Incomplete Multi-View DataPoster41 citations
161. EventDrop: Data Augmentation for Event-based LearningPoster41 citations
162. Interpretable Compositional Convolutional Neural NetworksPoster41 citations
163. On the Neural Tangent Kernel of Deep Networks with Orthogonal InitializationPoster41 citations
164. Polynomial-Time in PDDL Input Size: Making the Delete Relaxation Feasible for Lifted PlanningPoster41 citations
165. Temporal Heterogeneous Information Network EmbeddingPoster41 citations
166. A Comprehensive Survey on Image Dehazing Based on Deep LearningPoster40 citations
167. Conditional Self-Supervised Learning for Few-Shot ClassificationPoster40 citations
168. Multi-Objective Reinforcement Learning for Designing Ethical EnvironmentsPoster40 citations
169. Physics-informed Spline Learning for Nonlinear Dynamics DiscoveryPoster40 citations
170. Unsupervised Knowledge Graph Alignment by Probabilistic Reasoning and Semantic EmbeddingPoster40 citations
171. Pattern-enhanced Contrastive Policy Learning Network for Sequential RecommendationPoster39 citations
172. A Structure Self-Aware Model for Discourse Parsing on Multi-Party DialoguesPoster38 citations
173. Online Learning of Action Models for PDDL PlanningPoster38 citations
174. Putting a Compass on the Map of ElectionsPoster38 citations
175. TIDOT: A Teacher Imitation Learning Approach for Domain Adaptation with Optimal TransportPoster38 citations
176. Look Wide and Interpret Twice: Improving Performance on Interactive Instruction-following TasksPoster37 citations
177. MRD-Net: Multi-Modal Residual Knowledge Distillation for Spoken Question AnsweringPoster37 citations
178. A Survey on Response Selection for Retrieval-based DialoguesPoster36 citations
179. AVA: Adversarial Vignetting Attack against Visual RecognitionPoster36 citations
180. Approximating the Shapley Value Using Stratified Empirical Bernstein SamplingPoster36 citations
181. MEDA: Meta-Learning with Data Augmentation for Few-Shot Text ClassificationPoster36 citations
182. Micro-Expression Recognition Enhanced by Macro-Expression from Spatial-Temporal DomainPoster36 citations
183. One-Shot Affordance DetectionPoster36 citations
184. Online Credit Payment Fraud Detection via Structure-Aware Hierarchical Recurrent Neural NetworkPoster36 citations
185. Two Birds with One Stone: Series Saliency for Accurate and Interpretable Multivariate Time Series ForecastingPoster36 citations
186. Demiguise Attack: Crafting Invisible Semantic Adversarial Perturbations with Perceptual SimilarityPoster35 citations
187. Emergent Prosociality in Multi-Agent Games Through GiftingPoster35 citations
188. Graph Consistency Based Mean-Teaching for Unsupervised Domain Adaptive Person Re-IdentificationPoster35 citations
189. H-FL: A Hierarchical Communication-Efficient and Privacy-Protected Architecture for Federated LearningPoster35 citations
190. Stochastic Shortest Path with Adversarially Changing CostsPoster35 citations
191. Disentangled Face Attribute Editing via Instance-Aware Latent Space SearchPoster34 citations
192. Drop Redundant, Shrink Irrelevant: Selective Knowledge Injection for Language PretrainingPoster34 citations
193. Item Response Ranking for Cognitive DiagnosisPoster34 citations
194. The Power of the Weisfeiler-Leman Algorithm for Machine Learning with GraphsPoster34 citations
195. Budget-feasible Maximum Nash Social Welfare is Almost Envy-freePoster33 citations
196. Correlation-Guided Representation for Multi-Label Text ClassificationPoster33 citations
197. Domain Generalization under Conditional and Label Shifts via Variational Bayesian InferencePoster33 citations
198. Heterogeneous Graph Information BottleneckPoster33 citations
199. MatchVIE: Exploiting Match Relevancy between Entities for Visual Information ExtractionPoster33 citations
200. Multi-Channel Pooling Graph Neural NetworksPoster33 citations
201. Picking Sequences and Monotonicity in Weighted Fair DivisionPoster33 citations
202. A New Upper Bound Based on Vertex Partitioning for the Maximum K-plex ProblemPoster32 citations
203. A Sketch-Transformer Network for Face Photo-Sketch SynthesisPoster32 citations
204. Feature Space Targeted Attacks by Statistic AlignmentPoster32 citations
205. Interference-free Walks in Time: Temporally Disjoint PathsPoster32 citations
206. Rethinking Label-Wise Cross-Modal Retrieval from A Semantic Sharing PerspectivePoster32 citations
207. AutoReCon: Neural Architecture Search-based Reconstruction for Data-free CompressionPoster31 citations
208. Best-Effort Synthesis: Doing Your Best Is Not Harder Than Giving UpPoster31 citations
209. Exploiting Spiking Dynamics with Spatial-temporal Feature Normalization in Graph LearningPoster31 citations
210. Generating Senses and RoLes: An End-to-End Model for Dependency- and Span-based Semantic Role LabelingPoster31 citations
211. Spline Positional Encoding for Learning 3D Implicit Signed Distance FieldsPoster31 citations
212. TextGTL: Graph-based Transductive Learning for Semi-supervised Text Classification via Structure-Sensitive InterpolationPoster31 citations
213. Two-Sided Matching Meets Fair DivisionPoster31 citations
214. A Multi-Constraint Similarity Learning with Adaptive Weighting for Visible-Thermal Person Re-IdentificationPoster30 citations
215. Causal Discovery with Multi-Domain LiNGAM for Latent FactorsPoster30 citations
216. Fairness in Long-Term Participatory BudgetingPoster30 citations
217. Low Resolution Information Also Matters: Learning Multi-Resolution Representations for Person Re-IdentificationPoster30 citations
218. MapGo: Model-Assisted Policy Optimization for Goal-Oriented TasksPoster30 citations
219. Solving Math Word Problems with Teacher SupervisionPoster30 citations
220. TCIC: Theme Concepts Learning Cross Language and Vision for Image CaptioningPoster30 citations
221. Topological Uncertainty: Monitoring Trained Neural Networks through Persistence of Activation GraphsPoster30 citations
222. Uncertainty-Aware Few-Shot Image ClassificationPoster30 citations
223. Verifying Reinforcement Learning up to InfinityPoster30 citations
224. Abductive Learning with Ground Knowledge BasePoster29 citations
225. GAEN: Graph Attention Evolving NetworksPoster29 citations
226. Probabilistic Sufficient ExplanationsPoster29 citations
227. A Game-Theoretic Account of Responsibility AllocationPoster28 citations
228. Change the World - How Hard Can that Be? On the Computational Complexity of Fixing Planning ModelsPoster28 citations
229. Counterfactual Explanations for Optimization-Based Decisions in the Context of the GDPRPoster28 citations
230. Discrete Multiple Kernel k-meansPoster28 citations
231. Does Every Data Instance Matter? Enhancing Sequential Recommendation by Eliminating Unreliable DataPoster28 citations
232. Explanation in Constraint Satisfaction: A SurveyPoster28 citations
233. GM-MLIC: Graph Matching based Multi-Label Image ClassificationPoster28 citations
234. GraphReach: Position-Aware Graph Neural Network using Reachability EstimationsPoster28 citations
235. Improving Sequential Recommendation Consistency with Self-Supervised ImitationPoster28 citations
236. Speech2Talking-Face: Inferring and Driving a Face with Synchronized Audio-Visual RepresentationPoster28 citations
237. Characteristic Examples: High-Robustness, Low-Transferability Fingerprinting of Neural NetworksPoster27 citations
238. DACBench: A Benchmark Library for Dynamic Algorithm ConfigurationPoster27 citations
239. Matchings with Group Fairness Constraints: Online and Offline AlgorithmsPoster27 citations
240. Node-wise Localization of Graph Neural NetworksPoster27 citations
241. PoseGTAC: Graph Transformer Encoder-Decoder with Atrous Convolution for 3D Human Pose EstimationPoster27 citations
242. Signature-Based Abduction with Fresh Individuals and Complex Concepts for Description LogicsPoster27 citations
243. Winner Robustness via Swap- and Shift-Bribery: Parameterized Counting Complexity and ExperimentsPoster27 citations
244. An Adaptive News-Driven Method for CVaR-sensitive Online Portfolio Selection in Non-Stationary Financial MarketsPoster26 citations
245. Dynamic Proportional RankingsPoster26 citations
246. FedSpeech: Federated Text-to-Speech with Continual LearningPoster26 citations
247. Hyperspectral Band Selection via Spatial-Spectral Weighted Region-wise Multiple Graph Fusion-Based Spectral ClusteringPoster26 citations
248. Learning in Markets: Greed Leads to Chaos but Following the Price is RightPoster26 citations
249. Noise Doesn't Lie: Towards Universal Detection of Deep InpaintingPoster26 citations
250. Norm-guided Adaptive Visual Embedding for Zero-Shot Sketch-Based Image RetrievalPoster26 citations
251. Reasoning-Based Learning of Interpretable ML ModelsPoster26 citations
252. Robustly Learning Composable Options in Deep Reinforcement LearningPoster26 citations
253. Sequential 3D Human Pose Estimation Using Adaptive Point Cloud Sampling StrategyPoster26 citations
254. TE-ESN: Time Encoding Echo State Network for Prediction Based on Irregularly Sampled Time Series DataPoster26 citations
255. Accelerating Neural Architecture Search via Proxy DataPoster25 citations
256. Accounting for Confirmation Bias in Crowdsourced Label AggregationPoster25 citations
257. Data-Driven Methods for Balancing Fairness and Efficiency in Ride-PoolingPoster25 citations
258. Discourse-Level Event Temporal Ordering with Uncertainty-Guided Graph CompletionPoster25 citations
259. Fair and Efficient Resource Allocation with Partial InformationPoster25 citations
260. Interaction Considerations in Learning from HumansPoster25 citations
261. Learning Aggregation FunctionsPoster25 citations
262. Learning Embeddings from Knowledge Graphs With Numeric Edge AttributesPoster25 citations
263. Two-stage Training for Learning from Label ProportionsPoster25 citations
264. UniMF: A Unified Framework to Incorporate Multimodal Knowledge Bases intoEnd-to-End Task-Oriented Dialogue SystemsPoster25 citations
265. A Survey of Machine Learning-Based Physics Event GenerationPoster24 citations
266. Causal Learning for Socially Responsible AIPoster24 citations
267. Dig into Multi-modal Cues for Video Retrieval with Hierarchical AlignmentPoster24 citations
268. Electrocardio Panorama: Synthesizing New ECG views with Self-supervisionPoster24 citations
269. Emerging Methods of Auction Design in Social NetworksPoster24 citations
270. Learning Generalized Unsolvability Heuristics for Classical PlanningPoster24 citations
271. PIANO: A Parametric Hand Bone Model from Magnetic Resonance ImagingPoster24 citations
272. Residential Electric Load Forecasting via Attentive Transfer of Graph Neural NetworksPoster24 citations
273. Self-Supervised Video Representation Learning with Constrained Spatiotemporal JigsawPoster24 citations
274. Traffic Congestion Alleviation over Dynamic Road Networks: Continuous Optimal Route Combination for Trip Query StreamsPoster24 citations
275. A Runtime Analysis of Typical Decomposition Approaches in MOEA/D Framework for Many-objective Optimization ProblemsPoster23 citations
276. Explaining Self-Supervised Image Representations with Visual ProbingPoster23 citations
277. InfOCF-Web: An Online Tool for Nonmonotonic Reasoning with Conditionals and Ranking FunctionsPoster23 citations
278. Non-I.I.D. Multi-Instance Learning for Predicting Instance and Bag Labels with Variational Auto-EncoderPoster23 citations
279. Removing Foreground Occlusions in Light Field using Micro-lens Dynamic FilterPoster23 citations
280. RetCL: A Selection-based Approach for Retrosynthesis via Contrastive LearningPoster23 citations
281. AMA-GCN: Adaptive Multi-layer Aggregation Graph Convolutional Network for Disease PredictionPoster22 citations
282. Automatic Mixed-Precision Quantization Search of BERTPoster22 citations
283. Average-Reward Reinforcement Learning with Trust Region MethodsPoster22 citations
284. Enabling Retrain-free Deep Neural Network Pruning Using Surrogate Lagrangian RelaxationPoster22 citations
285. Interacting with Explanations through CritiquingPoster22 citations
286. Modality-aware Style Adaptation for RGB-Infrared Person Re-IdentificationPoster22 citations
287. Non-decreasing Quantile Function Network with Efficient Exploration for Distributional Reinforcement LearningPoster22 citations
288. Qualitative Spatial and Temporal Reasoning: Current Status and Future ChallengesPoster22 citations
289. The Parameterized Complexity of Connected Fair DivisionPoster22 citations
290. Building Affordance Relations for Robotic Agents - A ReviewPoster21 citations
291. Deep Unified Cross-Modality Hashing by Pairwise Data AlignmentPoster21 citations
292. Exemplification Modeling: Can You Give Me an Example, Please?Poster21 citations
293. Finite-Trace and Generalized-Reactivity Specifications in Temporal SynthesisPoster21 citations
294. Knowledge-Aware Dialogue Generation via Hierarchical Infobox Accessing and Infobox-Dialogue Interaction Graph NetworkPoster21 citations
295. Learning Visual Words for Weakly-Supervised Semantic SegmentationPoster21 citations
296. MultiMirror: Neural Cross-lingual Word Alignment for Multilingual Word Sense DisambiguationPoster21 citations
297. Pairwise Half-graph Discrimination: A Simple Graph-level Self-supervised Strategy for Pre-training Graph Neural NetworksPoster21 citations
298. Reasoning about Beliefs and Meta-Beliefs by Regression in an Expressive Probabilistic Action LogicPoster21 citations
299. Recent Advances in Heterogeneous Relation Learning for RecommendationPoster21 citations
300. Regularizing Variational Autoencoder with Diversity and Uncertainty AwarenessPoster21 citations
301. Solving Continuous Control with Episodic MemoryPoster21 citations
302. Understanding the Effect of Bias in Deep Anomaly DetectionPoster21 citations
303. Almost Envy-Freeness for Groups: Improved Bounds via Discrepancy TheoryPoster20 citations
304. Bipartite Matching for Crowd Counting with Point SupervisionPoster20 citations
305. Fine-Grained Air Quality Inference via Multi-Channel Attention ModelPoster20 citations
306. Improving Welfare in One-Sided Matchings using Simple Threshold QueriesPoster20 citations
307. Information-Theoretic Methods in Deep Neural Networks: Recent Advances and Emerging OpportunitiesPoster20 citations
308. Parallel Subtrajectory Alignment over Massive-Scale Trajectory DataPoster20 citations
309. What’s the Context? Implicit and Explicit Assumptions in Model-Based Goal RecognitionPoster20 citations
310. A Unifying Bayesian Formulation of Measures of Interpretability in Human-AI InteractionPoster19 citations
311. Actively Learning Concepts and Conjunctive Queries under ELr-OntologiesPoster19 citations
312. Asynchronous Multi-grained Graph Network For Interpretable Multi-hop Reading ComprehensionPoster19 citations
313. Bayesian Nonparametric Space Partitions: A SurveyPoster19 citations
314. Behavior Mimics Distribution: Combining Individual and Group Behaviors for Federated LearningPoster19 citations
315. Choosing the Right Algorithm With Hints From Complexity TheoryPoster19 citations
316. Computing Optimal Hypertree Decompositions with SATPoster19 citations
317. Distance Polymatrix Coordination GamesPoster19 citations
318. Dynamic Lane Traffic Signal Control with Group Attention and Multi-Timescale Reinforcement LearningPoster19 citations
319. Guaranteeing Maximin Shares: Some Agents Left BehindPoster19 citations
320. Layer-Assisted Neural Topic Modeling over Document NetworksPoster19 citations
321. Learn the Highest Label and Rest Label Description DegreesPoster19 citations
322. Long-term, Short-term and Sudden Event: Trading Volume Movement Prediction with Graph-based Multi-view ModelingPoster19 citations
323. Reducing Bus Bunching with Asynchronous Multi-Agent Reinforcement LearningPoster19 citations
324. Solving Large-Scale Extensive-Form Network Security Games via Neural Fictitious Self-PlayPoster19 citations
325. Anomaly Mining - Past, Present and FuturePoster18 citations
326. Differentially Private Pairwise Learning RevisitedPoster18 citations
327. Enhance Image as You Like with Unpaired LearningPoster18 citations
328. Evaluating Relaxations of Logic for Neural Networks: A Comprehensive StudyPoster18 citations
329. Improved Acyclicity Reasoning for Bayesian Network Structure Learning with Constraint ProgrammingPoster18 citations
330. Loyalty in Cardinal Hedonic GamesPoster18 citations
331. Reinforcement Learning Based Sparse Black-box Adversarial Attack on Video Recognition ModelsPoster18 citations
332. Relaxed Core Stability in Fractional Hedonic GamesPoster18 citations
333. Rethink the Connections among Generalization, Memorization, and the Spectral Bias of DNNsPoster18 citations
334. Surprisingly Popular Voting Recovers Rankings, Surprisingly!Poster18 citations
335. Tournaments in Computational Social Choice: Recent DevelopmentsPoster18 citations
336. ALaSca: an Automated approach for Large-Scale Lexical SubstitutionPoster17 citations
337. AMEIR: Automatic Behavior Modeling, Interaction Exploration and MLP Investigation in the Recommender SystemPoster17 citations
338. Adapting Meta Knowledge with Heterogeneous Information Network for COVID-19 Themed Malicious Repository DetectionPoster17 citations
339. Adaptive Experimental Design for Optimizing Combinatorial StructuresPoster17 citations
340. Few-shot Neural Human Performance Rendering from Sparse RGBD VideosPoster17 citations
341. Keyword-Based Knowledge Graph Exploration Based on Quadratic Group Steiner TreesPoster17 citations
342. Learning from Complementary Labels via Partial-Output Consistency RegularizationPoster17 citations
343. Likelihood-free Out-of-Distribution Detection with Invertible Generative ModelsPoster17 citations
344. MG-DVD: A Real-time Framework for Malware Variant Detection Based on Dynamic Heterogeneous Graph LearningPoster17 citations
345. Multi-Level Graph Encoding with Structural-Collaborative Relation Learning for Skeleton-Based Person Re-IdentificationPoster17 citations
346. Neural Architecture Search of SPD Manifold NetworksPoster17 citations
347. Neural Relation Inference for Multi-dimensional Temporal Point Processes via Message Passing GraphPoster17 citations
348. Novelty Detection via Contrastive Learning with Negative Data AugmentationPoster17 citations
349. Participatory Budgeting with Project GroupsPoster17 citations
350. Person Search Challenges and Solutions: A SurveyPoster17 citations
351. Decomposition-Guided Reductions for Argumentation and TreewidthPoster16 citations
352. Efficient PAC Reinforcement Learning in Regular Decision ProcessesPoster16 citations
353. Graphical Cake Cutting via Maximin SharePoster16 citations
354. IMENet: Joint 3D Semantic Scene Completion and 2D Semantic Segmentation through Iterative Mutual EnhancementPoster16 citations
355. MFVFD: A Multi-Agent Q-Learning Approach to Cooperative and Non-Cooperative TasksPoster16 citations
356. Majority Vote in Social Networks: Make Random Friends or Be Stubborn to Overpower ElitesPoster16 citations
357. Model-Based Reinforcement Learning for Infinite-Horizon Discounted Constrained Markov Decision ProcessesPoster16 citations
358. Objective-aware Traffic Simulation via Inverse Reinforcement LearningPoster16 citations
359. On Smoother Attributions using Neural Stochastic Differential EquationsPoster16 citations
360. Optimal Transport for Deep Generative Models: State of the Art and Research ChallengesPoster16 citations
361. PROPm Allocations of Indivisible Goods to Multiple AgentsPoster16 citations
362. Reasoning over Argument-Incomplete AAFs in the Presence of CorrelationsPoster16 citations
363. Robust Adversarial Imitation Learning via Adaptively-Selected DemonstrationsPoster16 citations
364. Two-Stage Facility Location Games with Strategic Clients and FacilitiesPoster16 citations
365. What If We Could Not See? Counterfactual Analysis for Egocentric Action AnticipationPoster16 citations
366. Asynchronous Active Learning with Distributed Label QueryingPoster15 citations
367. Blocking-based Neighbor Sampling for Large-scale Graph Neural NetworksPoster15 citations
368. Boosting Offline Reinforcement Learning with Residual Generative ModelingPoster15 citations
369. Communication-efficient and Scalable Decentralized Federated Edge LearningPoster15 citations
370. Deep Reinforcement Learning for Multi-contact Motion Planning of Hexapod RobotsPoster15 citations
371. Evolutionary Gradient Descent for Non-convex OptimizationPoster15 citations
372. Interpretable Minority Synthesis for Imbalanced ClassificationPoster15 citations
373. KDExplainer: A Task-oriented Attention Model for Explaining Knowledge DistillationPoster15 citations
374. Keep Your Distance: Land Division With SeparationPoster15 citations
375. Laughing Heads: Can Transformers Detect What Makes a Sentence Funny?Poster15 citations
376. Learning to Learn Personalized Neural Network for Ventricular Arrhythmias Detection on Intracardiac EGMsPoster15 citations
377. Multi-Cause Effect Estimation with Disentangled Confounder RepresentationPoster15 citations
378. Multi-series Time-aware Sequence Partitioning for Disease Progression ModelingPoster15 citations
379. On the Intrinsic Differential Privacy of BaggingPoster15 citations
380. Online Selection of Diverse CommitteesPoster15 citations
381. Partial Multi-Label Optimal Margin Distribution MachinePoster15 citations
382. Ranking Extensions in Abstract ArgumentationPoster15 citations
383. Scalable Non-observational Predicate Learning in ASPPoster15 citations
384. Tag, Copy or Predict: A Unified Weakly-Supervised Learning Framework for Visual Information Extraction using SequencesPoster15 citations
385. Variational Model-based Policy OptimizationPoster15 citations
386. A Rule Mining-based Advanced Persistent Threats Detection SystemPoster14 citations
387. A Uniform Abstraction Framework for Generalized PlanningPoster14 citations
388. Adaptive Edge Attention for Graph Matching with OutliersPoster14 citations
389. Altruism Design in Networked Public Goods GamesPoster14 citations
390. Choice Logics and Their Computational PropertiesPoster14 citations
391. Deep Bucket EliminationPoster14 citations
392. Details (Don't) Matter: Isolating Cluster Information in Deep Embedded SpacesPoster14 citations
393. Fast Pareto Optimization for Subset Selection with Dynamic Cost ConstraintsPoster14 citations
394. Generative Adversarial Neural Architecture SearchPoster14 citations
395. Partition Function Estimation: A Quantitative StudyPoster14 citations
396. Reducing SAT to Max2SATPoster14 citations
397. The Traveling Tournament Problem with Maximum Tour Length Two: A Practical Algorithm with An Improved Approximation BoundPoster14 citations
398. Thompson Sampling for Bandits with Clustered ArmsPoster14 citations
399. Two Forms of Responsibility in Strategic GamesPoster14 citations
400. A Clustering-based framework for Classifying Data StreamsPoster13 citations
401. Alleviating Road Traffic Congestion with Artificial IntelligencePoster13 citations
402. An Entanglement-driven Fusion Neural Network for Video Sentiment AnalysisPoster13 citations
403. BESA: BERT-based Simulated Annealing for Adversarial Text AttacksPoster13 citations
404. Don’t Do What Doesn’t Matter: Intrinsic Motivation with Action UsefulnessPoster13 citations
405. Few-Shot Learning with Part Discovery and Augmentation from Unlabeled ImagesPoster13 citations
406. Modelling General Properties of Nouns by Selectively Averaging Contextualised EmbeddingsPoster13 citations
407. On Cycles, Attackers and Supporters --- A Contribution to The Investigation of Dynamics in Abstract ArgumentationPoster13 citations
408. Private Stochastic Non-convex Optimization with Improved Utility RatesPoster13 citations
409. Robot Manipulation Learning Using Generative Adversarial Imitation LearningPoster13 citations
410. A Streaming End-to-End Framework For Spoken Language UnderstandingPoster12 citations
411. Accomplice Manipulation of the Deferred Acceptance AlgorithmPoster12 citations
412. CFR-MIX: Solving Imperfect Information Extensive-Form Games with Combinatorial Action SpacePoster12 citations
413. Combining Fairness and Optimality when Selecting and Allocating ProjectsPoster12 citations
414. Consistent Inference for Dialogue Relation ExtractionPoster12 citations
415. Efficiently Explaining CSPs with Unsatisfiable Subset OptimizationPoster12 citations
416. Focus on Interaction: A Novel Dynamic Graph Model for Joint Multiple Intent Detection and Slot FillingPoster12 citations
417. Hierarchical Class-Based Curriculum LossPoster12 citations
418. Information Bottleneck Approach to Spatial Attention LearningPoster12 citations
419. Learn from Concepts: Towards the Purified Memory for Few-shot LearningPoster12 citations
420. Leveraging Human Attention in Novel Object CaptioningPoster12 citations
421. Local Representation is Not Enough: Soft Point-Wise Transformer for Descriptor and Detector of Local FeaturesPoster12 citations
422. Multi-level Generative Models for Partial Label Learning with Non-random Label NoisePoster12 citations
423. On Belief Change for Multi-Label Classifier EncodingsPoster12 citations
424. Planning with Learned Dynamic Model for Unsupervised Point Cloud RegistrationPoster12 citations
425. Proposal-free One-stage Referring Expression via Grid-Word Cross-AttentionPoster12 citations
426. Real-Time Pricing Optimization for Ride-Hailing Quality of ServicePoster12 citations
427. Reinforcement Learning for Sparse-Reward Object-Interaction Tasks in a First-person Simulated 3D EnvironmentPoster12 citations
428. Riemannian Stochastic Recursive Momentum Method for non-Convex OptimizationPoster12 citations
429. What Changed? Interpretable Model ComparisonPoster12 citations
430. Backdoor DNFsPoster11 citations
431. Cooperative Joint Attentive Network for Patient Outcome Prediction on Irregular Multi-Rate Multivariate Health DataPoster11 citations
432. Epsilon Best Arm Identification in Spectral BanditsPoster11 citations
433. Graph Edit Distance Learning via Modeling Optimum Matchings with ConstraintsPoster11 citations
434. Hindsight Trust Region Policy OptimizationPoster11 citations
435. Hybrid Probabilistic Inference with Logical and Algebraic Constraints: a SurveyPoster11 citations
436. Learning Groupwise Explanations for Black-Box ModelsPoster11 citations
437. Learning with Generated Teammates to Achieve Type-Free Ad-Hoc TeamworkPoster11 citations
438. Neighborhood Intervention Consistency: Measuring Confidence for Knowledge Graph Link PredictionPoster11 citations
439. Noise2Grad: Extract Image Noise to DenoisePoster11 citations
440. Non-contact Pain Recognition from Video Sequences with Remote Physiological Measurements PredictionPoster11 citations
441. On the Parameterized Complexity of Polytree LearningPoster11 citations
442. Program Synthesis as Dependency Quantified Formula Modulo TheoryPoster11 citations
443. Sample Efficient Decentralized Stochastic Frank-Wolfe Methods for Continuous DR-Submodular MaximizationPoster11 citations
444. Skeptical Reasoning with Preferred Semantics in Abstract Argumentation without Computing Preferred ExtensionsPoster11 citations
445. Towards Fast and Accurate Multi-Person Pose Estimation on Mobile DevicesPoster11 citations
446. Addressing the Long-term Impact of ML Decisions via Policy RegretPoster10 citations
447. AgeFlow: Conditional Age Progression and Regression with Normalizing FlowsPoster10 citations
448. Automatically Paraphrasing via Sentence Reconstruction and Round-trip TranslationPoster10 citations
449. Cross-Domain Slot Filling as Machine Reading ComprehensionPoster10 citations
450. Deep Descriptive ClusteringPoster10 citations
451. Diversity in Kemeny Rank Aggregation: A Parameterized ApproachPoster10 citations
452. Hierarchical Temporal Multi-Instance Learning for Video-based Student Learning Engagement AssessmentPoster10 citations
453. Meta-Reinforcement Learning by Tracking Task Non-stationarityPoster10 citations
454. Object Detection in Densely Packed Scenes via Semi-Supervised Learning with Dual ConsistencyPoster10 citations
455. Physics-aware Spatiotemporal Modules with Auxiliary Tasks for Meta-LearningPoster10 citations
456. Reasoning About Agents That May Know Other Agents’ StrategiesPoster10 citations
457. Safety Analysis of Deep Neural NetworksPoster10 citations
458. Weakly Supervised Dense Video Captioning via Jointly Usage of Knowledge Distillation and Cross-modal MatchingPoster10 citations
459. Cardinality Queries over DL-Lite OntologiesPoster9 citations
460. Decomposable-Net: Scalable Low-Rank Compression for Neural NetworksPoster9 citations
461. Even More Effort Towards Improved Bounds and Fixed-Parameter Tractability for Multiwinner RulesPoster9 citations
462. Faster Guarantees of Evolutionary Algorithms for Maximization of Monotone Submodular FunctionsPoster9 citations
463. Fractional Matchings under Preferences: Stability and OptimalityPoster9 citations
464. GASP: Gated Attention for Saliency PredictionPoster9 citations
465. Guided Attention Network for Concept ExtractionPoster9 citations
466. Hiding Numerical Vectors in Local Private and Shuffled MessagesPoster9 citations
467. Hindsight Value Function for Variance Reduction in Stochastic Dynamic EnvironmentPoster9 citations
468. HyperLDLf: a Logic for Checking Properties of Finite Traces Process LogsPoster9 citations
469. Isotonic Data Augmentation for Knowledge DistillationPoster9 citations
470. Learning Implicitly with Noisy Data in Linear ArithmeticPoster9 citations
471. Multi-Agent Abstract Argumentation Frameworks With Incomplete Knowledge of AttacksPoster9 citations
472. Multi-Agent Belief Base RevisionPoster9 citations
473. Multi-Agent Intention Progression with Black-Box AgentsPoster9 citations
474. Perturb, Predict & Paraphrase: Semi-Supervised Learning using Noisy Student for Image CaptioningPoster9 citations
475. Predicting Traffic Congestion Evolution: A Deep Meta Learning ApproachPoster9 citations
476. Rescuing Deep Hashing from Dead Bits ProblemPoster9 citations
477. SPADE: A Semi-supervised Probabilistic Approach for Detecting Errors in TablesPoster9 citations
478. Shortlisting Rules and Incentives in an End-to-End Model for Participatory BudgetingPoster9 citations
479. TANGO: Commonsense Generalization in Predicting Tool Interactions for Mobile ManipulatorsPoster9 citations
480. User Retention: A Causal Approach with Triple Task ModelingPoster9 citations
481. VisioRed: A Visualisation Tool for Interpretable Predictive MaintenancePoster9 citations
482. A Ladder of Causal DistancesPoster8 citations
483. Dependent Multi-Task Learning with Causal Intervention for Image CaptioningPoster8 citations
484. Efficient Black-Box Planning Using Macro-Actions with Focused EffectsPoster8 citations
485. Faster Smarter Proof by Induction in Isabelle/HOLPoster8 citations
486. LTL-Constrained Steady-State Policy SynthesisPoster8 citations
487. Learning Nash Equilibria in Zero-Sum Stochastic Games via Entropy-Regularized Policy ApproximationPoster8 citations
488. Learning Within an Instance for Designing High-Revenue Combinatorial AuctionsPoster8 citations
489. Multi-Scale Selective Feedback Network with Dual Loss for Real Image DenoisingPoster8 citations
490. PointLIE: Locally Invertible Embedding for Point Cloud Sampling and RecoveryPoster8 citations
491. Progressive Open-Domain Response Generation with Multiple Controllable AttributesPoster8 citations
492. Reinforcement Learning for Route Optimization with Robustness GuaranteesPoster8 citations
493. Self-Guided Community Detection on Networks with Missing EdgesPoster8 citations
494. Solving Graph Homomorphism and Subgraph Isomorphism Problems Faster Through Clique Neighbourhood ConstraintsPoster8 citations
495. Towards an Explainer-agnostic Conversational XAIPoster8 citations
496. Abstract Argumentation Frameworks with Domain AssignmentsPoster7 citations
497. Combining Reinforcement Learning and Causal Models for Robotics ApplicationsPoster7 citations
498. ConvLogMiner: A Real-Time Conversational Lifelog MinerPoster7 citations
499. Decomposition Strategies to Count Integer Solutions over Linear ConstraintsPoster7 citations
500. Deep Reinforcement Learning Boosted Partial Domain AdaptationPoster7 citations
501. Differentially Private Correlation Alignment for Domain AdaptationPoster7 citations
502. Dual Active Learning for Both Model and Data SelectionPoster7 citations
503. Enhancing Label Representations with Relational Inductive Bias Constraint for Fine-Grained Entity TypingPoster7 citations
504. Exact Acceleration of K-Means++ and K-Means||Poster7 citations
505. From Computational Social Choice to Digital DemocracyPoster7 citations
506. GSPL: A Succinct Kernel Model for Group-Sparse Projections Learning of Multiview DataPoster7 citations
507. Generalized Kings and Single-Elimination Winners in Random TournamentsPoster7 citations
508. Improving Multi-agent Coordination by Learning to Estimate ContentionPoster7 citations
509. Learning CNF Theories Using MDL and Predicate InventionPoster7 citations
510. Learning Class-Transductive Intent Representations for Zero-shot Intent DetectionPoster7 citations
511. Learning Interpretable Concept Groups in CNNsPoster7 citations
512. Lifting Symmetry Breaking Constraints with Inductive Logic ProgrammingPoster7 citations
513. On the Convergence of Stochastic Compositional Gradient Descent Ascent MethodPoster7 citations
514. On the Relation Between Approximation Fixpoint Theory and Justification TheoryPoster7 citations
515. Point-based Acoustic Scattering for Interactive Sound Propagation via Surface EncodingPoster7 citations
516. Predictive Job Scheduling under Uncertain Constraints in Cloud ComputingPoster7 citations
517. Provable Guarantees on the Robustness of Decision Rules to Causal InterventionsPoster7 citations
518. Self-Supervised Video Action Localization with Adversarial Temporal TransformsPoster7 citations
519. Synthesizing Good-Enough Strategies for LTLf SpecificationsPoster7 citations
520. Tango: Declarative Semantics for Multiagent Communication ProtocolsPoster7 citations
521. Temporal and Object Quantification NetworksPoster7 citations
522. The Successful Ingredients of Policy Gradient AlgorithmsPoster7 citations
523. Tool- and Domain-Agnostic Parameterization of Style Transfer Effects Leveraging Pretrained Perceptual MetricsPoster7 citations
524. Toward Optimal Solution for the Context-Attentive Bandit ProblemPoster7 citations
525. Two Influence Maximization Games on Graphs Made TemporalPoster7 citations
526. Active Goal Recognition DesignPoster6 citations
527. An Information-Theoretic Approach on Causal Structure Learning for Heterogeneous Data Characteristics of Real-World ScenariosPoster6 citations
528. Attention-based Pyramid Dilated Lattice Network for Blind Image DenoisingPoster6 citations
529. Bias Silhouette Analysis: Towards Assessing the Quality of Bias Metrics for Word Embedding ModelsPoster6 citations
530. Bottleneck Identification to Semantic Segmentation of Industrial 3D Point Cloud Scene via Deep LearningPoster6 citations
531. Challenges and Opportunities of Building Fast GBDT SystemsPoster6 citations
532. Combining Tree Search and Action Prediction for State-of-the-Art Performance in DouDiZhuPoster6 citations
533. Dialogue Disentanglement in Software Engineering: How Far are We?Poster6 citations
534. Dominant Resource Fairness with Meta-TypesPoster6 citations
535. Dynamic Rebalancing Dockless Bike-Sharing System based on Station Community DiscoveryPoster6 citations
536. Fair Pairwise Exchange among GroupsPoster6 citations
537. Fine-grained Generalization Analysis of Structured Output PredictionPoster6 citations
538. Improved CP-Based Lagrangian Relaxation Approach with an Application to the TSPPoster6 citations
539. Improving Stylized Neural Machine Translation with Iterative Dual Knowledge TransferPoster6 citations
540. Interactive Video Acquisition and Learning System for Motor Assessment of Parkinson's DiseasePoster6 citations
541. Knowledge-based Residual LearningPoster6 citations
542. Learning and Planning Under Uncertainty for Green SecurityPoster6 citations
543. Neural Regret-Matching for Distributed Constraint Optimization ProblemsPoster6 citations
544. Non-Parametric Stochastic Sequential Assignment With Random Arrival TimesPoster6 citations
545. On a Competitive Secretary Problem with Deferred SelectionsPoster6 citations
546. Relational Gating for ''What If'' ReasoningPoster6 citations
547. Reward-Constrained Behavior CloningPoster6 citations
548. Self-boosting for Feature DistillationPoster6 citations
549. Skills2Graph: Processing million Job Ads to face the Job Skill Mismatch ProblemPoster6 citations
550. Stability and Generalization for Randomized Coordinate DescentPoster6 citations
551. Stochastic Market GamesPoster6 citations
552. Stochastic Probing with Increasing PrecisionPoster6 citations
553. Towards Robust Model Reuse in the Presence of Latent DomainsPoster6 citations
554. Two-Sided Wasserstein Procrustes AnalysisPoster6 citations
555. Video Summarization via Label Distributions Dual-RewardPoster6 citations
556. Vitality Indices are Equivalent to Induced Game-Theoretic CentralitiesPoster6 citations
557. Winner Determination and Strategic Control in Conditional Approval VotingPoster6 citations
558. A Polynomial-time, Truthful, Individually Rational and Budget Balanced Ridesharing MechanismPoster5 citations
559. An Axiom System for Feedback CentralitiesPoster5 citations
560. Boundary Knowledge Translation based Reference Semantic SegmentationPoster5 citations
561. Closing the BIG-LID: An Effective Local Intrinsic Dimensionality Defense for Nonlinear Regression PoisoningPoster5 citations
562. Data-Efficient Reinforcement Learning for Malaria ControlPoster5 citations
563. Hardware-friendly Deep Learning by Network Quantization and BinarizationPoster5 citations
564. Identifying Norms from Observation Using MCMC SamplingPoster5 citations
565. Improving Context-Aware Neural Machine Translation with Source-side Monolingual DocumentsPoster5 citations
566. Improving Text Generation with Dynamic Masking and RecoveringPoster5 citations
567. Inferring Time-delayed Causal Relations in POMDPs from the Principle of Independence of Cause and MechanismPoster5 citations
568. Keep the Structure: A Latent Shift-Reduce Parser for Semantic ParsingPoster5 citations
569. Kemeny Consensus ComplexityPoster5 citations
570. Manipulation of k-Coalitional Games on Social NetworksPoster5 citations
571. Regularising Knowledge Transfer by Meta Functional LearningPoster5 citations
572. School Choice with Flexible Diversity Goals and Specialized SeatsPoster5 citations
573. Solving Partially Observable Stochastic Shortest-Path GamesPoster5 citations
574. The Fewer the Merrier: Pruning Preferred Operators with NoveltyPoster5 citations
575. Towards Unsupervised Deformable-Instances Image-to-Image TranslationPoster5 citations
576. Transfer Learning via Optimal Transportation for Integrative Cancer Patient StratificationPoster5 citations
577. Transforming Robotic Plans with Timed Automata to Solve Temporal Platform ConstraintsPoster5 citations
578. Uncertainty-aware Binary Neural NetworksPoster5 citations
579. A Compression-Compilation Framework for On-mobile Real-time BERT ApplicationsPoster4 citations
580. A Novel Sequence-to-Subgraph Framework for Diagnosis ClassificationPoster4 citations
581. Automatic Design of Heuristic Algorithms for Binary Optimization ProblemsPoster4 citations
582. Bounded Predicates in Description Logics with CountingPoster4 citations
583. Chop Chop BERT: Visual Question Answering by Chopping VisualBERT’s HeadsPoster4 citations
584. Custom-Design of FDR Encodings: The Case of Red-Black PlanningPoster4 citations
585. DeepME: Deep Mixture Experts for Large-scale Image ClassificationPoster4 citations
586. Defining the Semantics of Abstract Argumentation Frameworks through Logic Programs and Partial Stable Models (Extended Abstract)Poster4 citations
587. Fast Multi-label LearningPoster4 citations
588. Few-Shot Partial-Label LearningPoster4 citations
589. Game-theoretic Analysis of Effort Allocation of Contributors to Public ProjectsPoster4 citations
590. Heuristic Search for Approximating One Matrix in Terms of Another MatrixPoster4 citations
591. Improved Algorithms for Allen's Interval Algebra: a Dynamic Programming ApproachPoster4 citations
592. Independence-aware Advantage EstimationPoster4 citations
593. Learning 3-D Human Pose Estimation from Catadioptric VideosPoster4 citations
594. Mean Field Equilibrium in Multi-Armed Bandit Game with Continuous RewardPoster4 citations
595. Multi-Target Invisibly Trojaned Networks for Visual Recognition and DetectionPoster4 citations
596. RR-Net: Injecting Interactive Semantics in Human-Object Interaction DetectionPoster4 citations
597. Symbolic Dynamic Programming for Continuous State MDPs with Linear Program TransitionsPoster4 citations
598. Temporal Induced Self-Play for Stochastic Bayesian GamesPoster4 citations
599. Towards Generating Summaries for Lexically Confusing Code through Code ErosionPoster4 citations
600. Uncertain Time Series ClassificationPoster4 citations
601. A Description Logic for Analogical ReasoningPoster3 citations
602. A Neural Network Auction For Group Decision Making Over a Continuous SpacePoster3 citations
603. Automatic Translation of Music-to-Dance for In-Game CharactersPoster3 citations
604. Bayesian Experience Reuse for Learning from Multiple DemonstratorsPoster3 citations
605. Boosting Variational Inference With Locally Adaptive Step-SizesPoster3 citations
606. Bounded-cost Search Using Estimates of UncertaintyPoster3 citations
607. Budget-feasible Mechanisms for Representing Groups of Agents ProportionallyPoster3 citations
608. Cooperation in Threshold Public Projects with Binary ActionsPoster3 citations
609. Direction-aware Feature-level Frequency Decomposition for Single Image DerainingPoster3 citations
610. Fast Algorithms for Relational Marginal PolytopesPoster3 citations
611. Graph Deformer NetworkPoster3 citations
612. Graph-Augmented Code Summarization in Computational NotebooksPoster3 citations
613. Handling Overlaps When Lifting Gaussian Bayesian NetworksPoster3 citations
614. IIAS: An Intelligent Insurance Assessment System through Online Real-time Conversation AnalysisPoster3 citations
615. Inconsistency Measurement for Paraconsistent InferencePoster3 citations
616. Instance-Aware Coherent Video Style Transfer for Chinese Ink Wash PaintingPoster3 citations
617. Learning Stochastic Equivalence based on Discrete Ricci CurvaturePoster3 citations
618. Minimization of Limit-Average AutomataPoster3 citations
619. Multi-version Tensor Completion for Time-delayed Spatio-temporal DataPoster3 citations
620. Reconciling Rewards with Predictive State RepresentationsPoster3 citations
621. Safe Weakly Supervised LearningPoster3 citations
622. Self-supervised Network Evolution for Few-shot ClassificationPoster3 citations
623. State-Aware Value Function Approximation with Attention Mechanism for Restless Multi-armed BanditsPoster3 citations
624. Stochastic Actor-Executor-Critic for Image-to-Image TranslationPoster3 citations
625. TEC: A Time Evolving Contextual Graph Model for Speaker State Analysis in Political DebatesPoster3 citations
626. Themis: A Fair Evaluation Platform for Computer Vision CompetitionsPoster3 citations
627. Towards Cross-View Consistency in Semantic Segmentation While Varying View DirectionPoster3 citations
628. AutoBandit: A Meta Bandit Online Learning SystemPoster2 citations
629. BAMBOO: A Multi-instance Multi-label Approach Towards VDI User Logon Behavior ModelingPoster2 citations
630. BKT-POMDP: Fast Action Selection for User Skill Modelling over Tasks with Multiple SkillsPoster2 citations
631. Budget-Constrained Coalition Strategies with DiscountingPoster2 citations
632. Compositional Neural Logic ProgrammingPoster2 citations
633. Compressing Exact Cover Problems with Zero-suppressed Binary Decision DiagramsPoster2 citations
634. Convexified Graph Neural Networks for Distributed Control in Robotic SwarmsPoster2 citations
635. HIVE: Hierarchical Information Visualization for ExplainabilityPoster2 citations
636. Incorporating Queueing Dynamics into Schedule-Driven Traffic ControlPoster2 citations
637. Inter-Task Similarity for Lifelong Reinforcement Learning in Heterogeneous TasksPoster2 citations
638. Learning Temporal Plan Preferences from Examples: An Empirical StudyPoster2 citations
639. Multi-view Feature Augmentation with Adaptive Class Activation MappingPoster2 citations
640. On Weak Stubborn Sets in Classical PlanningPoster2 citations
641. Online Risk-Averse Submodular MaximizationPoster2 citations
642. Predictive Analytics for COVID-19 Social DistancingPoster2 citations
643. State-Based Recurrent SPMNs for Decision-Theoretic Planning under Partial ObservabilityPoster2 citations
644. Strategyproof Randomized Social Choice for Restricted Sets of Utility FunctionsPoster2 citations
645. Towards Robust Dynamic Network EmbeddingPoster2 citations
646. Type Anywhere You Want: An Introduction to Invisible Mobile KeyboardPoster2 citations
647. When Computational Representation Meets Neuroscience: A Survey on Brain Encoding and DecodingPoster2 citations
648. Worst-case Bounds on Power vs. Proportion in Weighted Voting Games with Application to False-name ManipulationPoster2 citations
649. k-Nearest Neighbors by Means of Sequence to Sequence Deep Neural Networks and Memory NetworksPoster2 citations
650. A Human-AI Teaming Approach for Incremental Taxonomy Learning from TextPoster1 citations
651. Continual Lifelong Learning for Intelligent AgentsPoster1 citations
652. How Hard to Tell? Complexity of Belief Manipulation Through Propositional AnnouncementsPoster1 citations
653. Jointly Learning Prices and Product FeaturesPoster1 citations
654. Learning Deeper Non-Monotonic Networks by Softly Transferring Solution SpacePoster1 citations
655. Learning Spectral Dictionary for Local Representation of MeshPoster1 citations
656. ME-MCTS: Online Generalization by Combining Multiple Value EstimatorsPoster1 citations
657. Method of Moments for Topic Models with Mixed Discrete and Continuous FeaturesPoster1 citations
658. Modeling Institutions in Socio-EcosystemsPoster1 citations
659. Modeling Precomputation In Games Played Under Computational ConstraintsPoster1 citations
660. Phonovisual Biases in Language: is the Lexicon Tied to the Visual World?Poster1 citations
661. Planning and Reinforcement Learning for General-Purpose Service RobotsPoster1 citations
662. Robust Regularization with Adversarial Labelling of Perturbed SamplesPoster1 citations
663. SURPRISE! and When to Schedule It.Poster1 citations
664. Sensitivity Direction Learning with Neural Networks Using Domain Knowledge as Soft Shape ConstraintsPoster1 citations
665. Towards Reducing Biases in Combining Multiple Experts OnlinePoster1 citations
666. Type-WA*: Using Exploration in Bounded Suboptimal PlanningPoster1 citations
667. Updating the Belief Promotion OperatorPoster1 citations
668. Using Platform Models for a Guided Explanatory Diagnosis Generation for Mobile RobotsPoster1 citations
669. AI for Planning Public Health InterventionsPoster
670. Abstract Cores in Implicit Hitting Set MaxSat Solving (Extended Abstract)Poster
671. Adaptive Residue-wise Profile Fusion for Low Homologous Protein Secondary Structure Prediction Using External KnowledgePoster
672. An Automated Framework for Supporting Data-Governance Rule Compliance in Decentralized MIMO ContextsPoster
673. Automated Facilitation Support in Online ForumPoster
674. Beyond Accuracy: Behavioral Testing of NLP Models with Checklist (Extended Abstract)Poster
675. Comparing Weak Admissibility Semantics to their Dung-style Counterparts (Extended Abstract)Poster
676. Connect Multi-Agent Path Finding: Generation and VisualizationPoster
677. Controlling Fairness and Bias in Dynamic Learning-to-Rank (Extended Abstract)Poster
678. Data Efficient Algorithms and Interpretability Requirements for Personalized Assessment of Taskable AI SystemsPoster
679. Decentralized No-regret Learning Algorithms for Extensive-form Correlated Equilibria (Extended Abstract)Poster
680. Deep Drone Acrobatics (Extended Abstract)Poster
681. Deep Reinforcement Learning with Hierarchical StructuresPoster
682. Deep Residual Reinforcement Learning (Extended Abstract)Poster
683. Distributional Metareasoning for Heuristic SearchPoster
684. Dynamic Inconsistency-aware DeepFake Video DetectionPoster
685. Exploring the Effects of Goal Setting When Training for Complex Crowdsourcing Tasks (Extended Abstract)Poster
686. Finding the Hardest Formulas for Resolution (Extended Abstract)Poster
687. Greybox Algorithm ConfigurationPoster
688. Hierarchical Graph Traversal for Aggregate k Nearest Neighbors Search in Road Networks (Extended Abstract)Poster
689. Hierarchical Modeling of Label Dependency and Label Noise in Fine-grained Entity TypingPoster
690. Imprecise Oracles Impose Limits to Predictability in Supervised Learning (Extended Abstract)Poster
691. Intelligent and Learning Agents: Four InvestigationsPoster
692. Intensional and Extensional Views in DL-Lite OntologiesPoster
693. Knowledge Consolidation based Class Incremental Online Learning with Limited DataPoster
694. Learning from Multimedia Data with Incomplete InformationPoster
695. Location Predicts You: Location Prediction via Bi-direction Speculation and Dual-level AssociationPoster
696. Mental Models of AI Agents in a Cooperative Game Setting (Extended Abstract)Poster
697. Monte Carlo Filtering ObjectivesPoster
698. Multi-agent Approach to Resource Allocation in Autonomous Vehicle FleetsPoster
699. Nash Welfare in the Facility Location ProblemPoster
700. New Algorithms for Japanese Residency MatchingPoster
701. On Learning Sets of Symmetric Elements (Extended Abstract)Poster
702. On Sampled Metrics for Item Recommendation (Extended Abstract)Poster
703. On the Learnability of Knowledge in Multi-Agent LogicsPoster
704. Open Intent Extraction from Natural Language Interactions (Extended Abstract)Poster
705. Optimal Algorithms for Range Searching over Multi-Armed BanditsPoster
706. Politeness for the Theory of Algebraic Datatypes (Extended Abstract)Poster
707. RAFT: Recurrent All-Pairs Field Transforms for Optical Flow (Extended Abstract)Poster
708. Revisiting Wedge Sampling for Budgeted Maximum Inner Product Search (Extended Abstract)Poster
709. Robust Domain Adaptation: Representations, Weights and Inductive Bias (Extended Abstract)Poster
710. SHPOS: A Theoretical Guaranteed Accelerated Particle Optimization Sampling MethodPoster
711. Self-Adaptive Swarm System (SASS)Poster
712. Semantic Linking Maps for Active Visual Object Search (Extended Abstract)Poster
713. Speech Recognition Using RFID Tattoos (Extended Abstract)Poster
714. Successor-Invariant First-Order Logic on Classes of Bounded Degree (Extended Abstract)Poster
715. TAXOGAN: Hierarchical Network Representation Learning via Taxonomy Guided Generative Adversarial Networks (Extended Abstract)Poster
716. The Moodoo Library: Quantitative Metrics to Model How Teachers Make Use of the Classroom Space by Analysing Indoor Positioning Traces (Extended Abstract)Poster
717. Towards Fair and Transparent Algorithmic SystemsPoster
718. Unsupervised Learning of Probably Symmetric Deformable 3D Objects from Images in the Wild (Extended Abstract)Poster
719. Weaving a Semantic Web of Credibility Reviews for Explainable Misinformation Detection (Extended Abstract)Poster
720. Web Interoperability for Ontology Development and Support with crowd 2.0Poster
721. Width-Based Algorithms for Common Problems in Control, Planning and Reinforcement LearningPoster
722. You Get What You Sow: High Fidelity Image Synthesis with a Single Pretrained NetworkPoster

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