PPaperPicks

Lifang He

15 papers at tracked venues · 7 at CORE A* · active 2024–2025

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Venues

ICML ×4IJCAI ×3MICCAI ×3AAAI ×2ACM MM ×1CIKM ×1SDM ×1

Frequent coauthors

Yazhou Ren
×7
Xiaorong Pu
×7
Zichen Wen
×4
Chenhang Cui
×4
Tianyi Wu
×3
Junlong Ke
×2
Yu Zhang
×2
Carl Yang
×2
Rong Zhou
×2
Tianming Liu
×2
Xiang Li
×2
Lichao Sun
×2

Papers

  1. A Generalizable Physics-Enhanced State Space Model for Long-Term Dynamics Forecasting in Complex Environments
    ICML 2025 ·
    Yuchen Wang
    ,
    Hongjue Zhao
    ,
    Haohong Lin
    ,
    Enze Xu
    , Lifang He,
    Huajie Shao
  2. Multi-View Graph Clustering via Node-Guided Contrastive Encoding
    ICML 2025 ·
    Yazhou Ren
    ,
    Junlong Ke
    ,
    Zichen Wen
    ,
    Tianyi Wu
    ,
    Yang Yang
    ,
    Xiaorong Pu
    , Lifang He
  3. Pre-Training Graph Contrastive Masked Autoencoders are Strong Distillers for EEG
    ICML 2025 ·
    Xinxu Wei
    ,
    Kanhao Zhao
    ,
    Yong Jiao
    ,
    Hua Xie
    , Lifang He,
    Yu Zhang
  4. Proceedings of the 34th ACM International Conference on Information and Knowledge Management, CIKM 2025, Seoul, Republic of Korea, November 10-14, 2025
    CIKM 2025 ·
    Meeyoung Cha
    ,
    Chanyoung Park
    ,
    Noseong Park
    ,
    Carl Yang
    ,
    Senjuti Basu Roy
    ,
    Jessie Li
    ,
    Jaap Kamps
    ,
    Kijung Shin
    ,
    Bryan Hooi
    , Lifang He
  5. SAMed-2: Selective Memory Enhanced Medical Segment Anything Model
    MICCAI 2025 ·
    Zhiling Yan
    ,
    Sifan Song
    ,
    Dingjie Song
    ,
    Yiwei Li
    ,
    Rong Zhou
    ,
    Weixiang Sun
    ,
    Zhennong Chen
    ,
    Sekeun Kim
    ,
    Hui Ren
    ,
    Tianming Liu
    ,
    Quanzheng Li
    ,
    Xiang Li
    , Lifang He,
    Lichao Sun
  6. Adaptive Feature Imputation with Latent Graph for Deep Incomplete Multi-View Clustering
    AAAI 2024 ·
    Jingyu Pu
    ,
    Chenhang Cui
    ,
    Xinyue Chen
    ,
    Yazhou Ren
    ,
    Xiaorong Pu
    ,
    Zhifeng Hao
    ,
    Philip S. Yu
    , Lifang He
  7. Cross-View Contrastive Fusion for Enhanced Molecular Property Prediction
    IJCAI 2024 ·
    Yan Zheng
    ,
    Song Wu
    ,
    Junyu Lin
    ,
    Yazhou Ren
    ,
    Jing He
    ,
    Xiaorong Pu
    , Lifang He
  8. Dual-Optimized Adaptive Graph Reconstruction for Multi-View Graph Clustering
    ACM MM 2024 ·
    Zichen Wen
    ,
    Tianyi Wu
    ,
    Yazhou Ren
    ,
    Yawen Ling
    ,
    Chenhang Cui
    ,
    Xiaorong Pu
    , Lifang He
  9. Dynamic Weighted Graph Fusion for Deep Multi-View Clustering
    IJCAI 2024 ·
    Yazhou Ren
    ,
    Jingyu Pu
    ,
    Chenhang Cui
    ,
    Yan Zheng
    ,
    Xinyue Chen
    ,
    Xiaorong Pu
    , Lifang He
  10. Homophily-Related: Adaptive Hybrid Graph Filter for Multi-View Graph Clustering
    AAAI 2024 ·
    Zichen Wen
    ,
    Yawen Ling
    ,
    Yazhou Ren
    ,
    Tianyi Wu
    ,
    Jianpeng Chen
    ,
    Xiaorong Pu
    ,
    Zhifeng Hao
    , Lifang He
  11. Integrating Vision-Language Semantic Graphs in Multi-View Clustering
    IJCAI 2024 ·
    Junlong Ke
    ,
    Zichen Wen
    ,
    Yechenhao Yang
    ,
    Chenhang Cui
    ,
    Yazhou Ren
    ,
    Xiaorong Pu
    , Lifang He
  12. Interpretable Spatio-Temporal Embedding for Brain Structural-Effective Network with Ordinary Differential Equation
    MICCAI 2024 ·
    Haoteng Tang
    ,
    Guodong Liu
    ,
    Siyuan Dai
    ,
    Kai Ye
    ,
    Kun Zhao
    ,
    Wenlu Wang
    ,
    Carl Yang
    , Lifang He,
    Alex D. Leow
    ,
    Paul M. Thompson
    ,
    Heng Huang
    ,
    Liang Zhan
  13. Normative Modeling with Focal Loss and Adversarial Autoencoders for Alzheimer's Disease Diagnosis and Biomarker Identification
    MICCAI 2024 ·
    Songlin Zhao
    ,
    Rong Zhou
    ,
    Yu Zhang
    ,
    Yong Chen
    , Lifang He
  14. Position: TrustLLM: Trustworthiness in Large Language Models
    ICML 2024 ·
    Yue Huang
    ,
    Lichao Sun
    ,
    Haoran Wang
    ,
    Siyuan Wu
    ,
    Qihui Zhang
    ,
    Yuan Li
    ,
    Chujie Gao
    ,
    Yixin Huang
    ,
    Wenhan Lyu
    ,
    Yixuan Zhang
    ,
    Xiner Li
    ,
    Hanchi Sun
    ,
    Zhengliang Liu
    ,
    Yixin Liu
    ,
    Yijue Wang
    ,
    Zhikun Zhang
    ,
    Bertie Vidgen
    ,
    Bhavya Kailkhura
    ,
    Caiming Xiong
    ,
    Chaowei Xiao
    ,
    Chunyuan Li
    ,
    Eric P. Xing
    ,
    Furong Huang
    ,
    Hao Liu
    ,
    Heng Ji
    ,
    Hongyi Wang
    ,
    Huan Zhang
    ,
    Huaxiu Yao
    ,
    Manolis Kellis
    ,
    Marinka Zitnik
    ,
    Meng Jiang
    ,
    Mohit Bansal
    ,
    James Zou
    ,
    Jian Pei
    ,
    Jian Liu
    ,
    Jianfeng Gao
    ,
    Jiawei Han
    ,
    Jieyu Zhao
    ,
    Jiliang Tang
    ,
    Jindong Wang
    ,
    Joaquin Vanschoren
    ,
    John C. Mitchell
    ,
    Kai Shu
    ,
    Kaidi Xu
    ,
    Kai-Wei Chang
    , Lifang He,
    Lifu Huang
    ,
    Michael Backes
    ,
    Neil Zhenqiang Gong
    ,
    Philip S. Yu
    ,
    Pin-Yu Chen
    ,
    Quanquan Gu
    ,
    Ran Xu
    ,
    Rex Ying
    ,
    Shuiwang Ji
    ,
    Suman Jana
    ,
    Tianlong Chen
    ,
    Tianming Liu
    ,
    Tianyi Zhou
    ,
    William Wang
    ,
    Xiang Li
    ,
    Xiangliang Zhang
    ,
    Xiao Wang
    ,
    Xing Xie
    ,
    Xun Chen
    ,
    Xuyu Wang
    ,
    Yan Liu
    ,
    Yanfang Ye
    ,
    Yinzhi Cao
    ,
    Yong Chen
    ,
    Yue Zhao
  15. Semi-Supervised Clustering via Structural Entropy with Different Constraints
    SDM 2024 ·
    Guangjie Zeng
    ,
    Hao Peng
    ,
    Angsheng Li
    ,
    Zhiwei Liu
    ,
    Runze Yang
    ,
    Chunyang Liu
    , Lifang He