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Peiliang Zhang

3 accepted papers

2025

Audio-Visual Instance Segmentation

CVPR 2025poster

In this paper, we propose a new multi-modal task, termed audio-visual instance segmentation (AVIS), which aims to simultaneously identify, segment and track individual sounding object instances in audible videos. To facilitate this research, we introduce a high-quality benchmark named AVISeg, contai…

2025

Subgraph Information Bottleneck with Causal Dependency for Stable Molecular Relational Learning

IJCAI 2025

Molecular Relational Learning (MRL) is widely applied in molecular sciences. Recent studies attempt to retain molecular core information (e.g., substructures) by Graph Information Bottleneck but primarily focus on information compression without considering the causal dependencies of chemical reacti

Cited by 0SourcePDFScholar
2025

Zero-Shot Learning for Materials Science Texts: Leveraging Duck Typing Principles

AAAI 2025technical

Materials science text mining (MSTM), involving tasks like property extraction and synthesis action retrieval, is pivotal for advancing research by deriving critical insights from scientific literature. Descriptors, serving as essential task labels, often vary in meaning depending on researchers' us…