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Shuang Peng

7 accepted papers

2026

Domain-Auxiliary Infrared Moving Small Target Detection by Learning to Overlook Domain Discrepancy

AAAI 2026technical

Currently, almost all traditional infrared small target detection methods work on the assumption that training and test sets always belong to the same domain, and training samples are sufficient. However, in real applications, a new detection task could often have no sufficient training samples from

Cited by 0SourcePDFScholar
2026

One Filter to Deploy Them All: Robust Safety for Quadrupedal Navigation in Unknown Environments

ICRA 2026poster

As learning-based methods for legged robots rapidly grow in popularity, it is important that we can provide safety assurances efficiently across different controllers and environments. Existing works either rely on a priori knowledge of the environment and safety constraints to ensure system safety …

2025

Motion Prior Knowledge Learning with Homogeneous Language Descriptions for Moving Infrared Small Target Detection

AAAI 2025technical

Different from traditional object detection, pure vision is not enough to infrared small target detection, due to small target size and weak background contrast. For promoting detection performance, more target representations are needed. Currently, motion representations have been proved to be one…

2024

FlattenQuant: Breaking through the Inference Compute-bound for Large Language Models with Per-tensor Quantization

COLING 2024main

Large language models (LLMs) have demonstrated state-of-the-art accuracies across various tasks. However, the latency of inference and the large GPU memory consumption of LLMs restrict their deployment performance. Recently, there have been some efficient attempts to quantize LLMs, yet inference wit…

Cited by 3SourcePDFScholar
2024

Hamilton-Jacobi Reachability Analysis for Hybrid Systems with Controlled and Forced Transitions

RSS 2024poster

Hybrid dynamical systems with nonlinear dynamics are one of the most general modeling tools for representing robotic systems, especially contact-rich systems. However, providing guarantees regarding the safety or performance of nonlinear hybrid systems remains a challenging problem because it requir…

2023

Self-Reconfigurable Soft-Rigid Mobile Agent With Variable Stiffness and Adaptive Morphology

RA-L 2023

In this letter, we propose a novel design of a hybrid mobile robot with controllable stiffness and deformable shape. Compared to conventional mobile agents, our system can switch between rigid and compliant phases by solidifying or melting Field's metal in its structure and, thus, alter the shape th

Cited by 4SourceScholar
2021

IIAS: An Intelligent Insurance Assessment System through Online Real-time Conversation Analysis

IJCAI 2021poster

With the development of Chinese medical insurance industry, the amount of claim cases is growing rapidly. Ultimately, more claims necessarily indicate that the insurance company has to spend much time assessing claims and decides how much compensation the claimant should receive, which is a highly p…