Lin, Wanyu

18 publications

ICLR 2026 Geometric Graph Neural Diffusion for Stable Molecular Dynamics Simulations Haokai Hong, Wanyu Lin, Zhang Chusong, Kc Tan

ICLR 2026 Knowledge Fusion of Large Language Models via Modular SkillPacks Guodong Du, Zhuo Li, Xuanning Zhou, Junlin Li, Zesheng Shi, Wanyu Lin, Ho-Kin Tang, Xiucheng Li, Fangming Liu, Wenya Wang, Min Zhang, Jing Li

ICLR 2025 Accelerating 3D Molecule Generation via Jointly Geometric Optimal Transport Haokai Hong, Wanyu Lin, Kc Tan

ICCV 2025 Backdoor Defense via Enhanced Splitting and Trap Isolation Hongrui Yu, Lu Qi, Wanyu Lin, Jian Chen, Hailong Sun, Chengbin Sun

TMLR 2025 Faithful Interpretation for Graph Neural Networks Lijie Hu, Tianhao Huang, Lu Yu, Wanyu Lin, Tianhang Zheng, Di Wang

NeurIPS 2025 Graphs Help Graphs: Multi-Agent Graph Socialized Learning Jialu Li, Yu Wang, Pengfei Zhu, Wanyu Lin, Xinjie Yao, Qinghua Hu

ICML 2025 HPS: Hard Preference Sampling for Human Preference Alignment Xiandong Zou, Wanyu Lin, Yuchen Li, Pan Zhou

ICML 2025 Latent Imputation Before Prediction: A New Computational Paradigm for De Novo Peptide Sequencing Ye Du, Chen Yang, Nanxi Yu, Wanyu Lin, Qian Zhao, Shujun Wang

NeurIPS 2025 Local-Global Associative Frames for Symmetry-Preserving Crystal Structure Modeling Haowei Hua, Wanyu Lin

ICML 2025 Socialized Coevolution: Advancing a Better World Through Cross-Task Collaboration Xinjie Yao, Yu Wang, Pengfei Zhu, Wanyu Lin, Ruipu Zhao, Zhoupeng Guo, Weihao Li, Qinghua Hu

AAAI 2024 Generating Diagnostic and Actionable Explanations for Fair Graph Neural Networks Zhenzhong Wang, Qingyuan Zeng, Wanyu Lin, Min Jiang, Kay Chen Tan

AAAI 2024 SelfPromer: Self-Prompt Dehazing Transformers with Depth-Consistency Cong Wang, Jinshan Pan, Wanyu Lin, Jiangxin Dong, Wei Wang, Xiao-Ming Wu

ICML 2024 Socialized Learning: Making Each Other Better Through Multi-Agent Collaboration Xinjie Yao, Yu Wang, Pengfei Zhu, Wanyu Lin, Jialu Li, Weihao Li, Qinghua Hu

NeurIPS 2024 What Matters in Graph Class Incremental Learning? an Information Preservation Perspective Jialu Li, Yu Wang, Pengfei Zhu, Wanyu Lin, Qinghua Hu

AAAI 2023 Robust Graph Meta-Learning via Manifold Calibration with Proxy Subgraphs Zhenzhong Wang, Lulu Cao, Wanyu Lin, Min Jiang, Kay Chen Tan

CVPR 2022 OrphicX: A Causality-Inspired Latent Variable Model for Interpreting Graph Neural Networks Wanyu Lin, Hao Lan, Hao Wang, Baochun Li

ICML 2021 Generative Causal Explanations for Graph Neural Networks Wanyu Lin, Hao Lan, Baochun Li

CVPR 2020 Shoestring: Graph-Based Semi-Supervised Classification with Severely Limited Labeled Data Wanyu Lin, Zhaolin Gao, Baochun Li