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Yijun Yu

4 accepted papers

2021

An Entanglement-driven Fusion Neural Network for Video Sentiment Analysis

IJCAI 2021poster

Video data is multimodal in its nature, where an utterance can involve linguistic, visual and acoustic information. Therefore, a key challenge for video sentiment analysis is how to combine different modalities for sentiment recognition effectively. The latest neural network approaches achieve state…

Cited by 13SourcePDFScholar
2021

Quantum Cognitively Motivated Decision Fusion for Video Sentiment Analysis

AAAI 2021technical

Video sentiment analysis as a decision-making process is inherently complex, involving the fusion of decisions from multiple modalities and the so-caused cognitive biases. Inspired by recent advances in quantum cognition, we show that the sentiment judgment from one modality could be incompatible wi…

2021

TreeCaps: Tree-Based Capsule Networks for Source Code Processing

AAAI 2021technical

Recently program learning techniques have been proposed to process source code based on syntactical structures (e.g., abstract syntax trees) and/or semantic information (e.g., dependency graphs). While graphs may be better than trees at capturing code semantics, constructing the graphs from code inp…

2020

Privacy-Aware UAV Flights through Self-Configuring Motion Planning

ICRA 2020poster

During flights, an unmanned aerial vehicle (UAV) may not be allowed to move across certain areas due to soft constraints such as privacy restrictions. Current methods on self-adaption focus mostly on motion planning such that the trajectory does not trespass predetermined restricted areas. When the…

Cited by 16SourceScholar