PPaperPicks

Yue Gao

Tsinghua University, Tsinghua National Laboratory for Information Science and Technology, School of Software, Beijing, China

31 papers at tracked venues · 17 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-4971-590X ↗Homepage ↗

Venues

MICCAI ×9AAAI ×4CVPR ×3ICLR ×3NeurIPS ×3ICCV ×2ICRA ×2IJCAI ×2CIKM ×1ICML ×1SIGKDD ×1

Frequent coauthors

Shaoyi Du
×10
Yifan Feng
×9
Xiangmin Han
×7
Rundong Xue
×5
Hao Hu
×4
Zhiqiang Tian
×4
Siqi Li
×4
Shihui Ying
×3
Lin Bie
×3
Mingcheng Qu
×3
Donglin Di
×3
Tonghua Su
×3

Papers

  1. Cog-RAG: Cognitive-Inspired Dual-Hypergraph with Theme Alignment Retrieval-Augmented Generation
    AAAI 2026 ·
    Hao Hu
    ,
    Yifan Feng
    ,
    Ruoxue Li
    ,
    Rundong Xue
    ,
    Xingliang Hou
    ,
    Zhiqiang Tian
    , Yue Gao,
    Shaoyi Du
  2. Role Hypergraph Contrastive Learning for Multivariate Time-Series Analysis
    AAAI 2026 ·
    Rundong Xue
    ,
    Hao Hu
    ,
    Zhitao Zeng
    ,
    Xiangmin Han
    ,
    Zhiqiang Tian
    ,
    Shaoyi Du
    , Yue Gao
  3. A Tutorial on Hypergraph Neural Networks: An In-Depth and Step-By-Step Guide
    CIKM 2025 ·
    Sunwoo Kim
    ,
    Soo Yong Lee
    , Yue Gao,
    Alessia Antelmi
    ,
    Mirko Polato
    ,
    Kijung Shin
  4. Adaptive Embedding for Long-Range High-Order Dependencies via Time-Varying Transformer on fMRI
    MICCAI 2025 ·
    Rundong Xue
    ,
    Xiangmin Han
    ,
    Hao Hu
    ,
    Zeyu Zhang
    ,
    Shaoyi Du
    , Yue Gao
  5. Beyond Graphs: Can Large Language Models Comprehend Hypergraphs?
    ICLR 2025 ·
    Yifan Feng
    ,
    Chengwu Yang
    ,
    Xingliang Hou
    ,
    Shaoyi Du
    ,
    Shihui Ying
    ,
    Zongze Wu
    , Yue Gao
  6. DHGFormer: Dynamic Hierarchical Graph Transformer for Disorder Brain Disease Diagnosis
    MICCAI 2025 ·
    Rundong Xue
    ,
    Hao Hu
    ,
    Zeyu Zhang
    ,
    Xiangmin Han
    ,
    Juan Wang
    , Yue Gao,
    Shaoyi Du
  7. Diff2I2P: Differentiable Image-to-Point Cloud Registration with Diffusion Prior
    ICCV 2025 ·
    Juncheng Mu
    ,
    Chengwei Ren
    ,
    Weixiang Zhang
    ,
    Liang Pan
    ,
    Xiao-Ping Zhang
    , Yue Gao
  8. ERetinex: Event Camera Meets Retinex Theory for Low-Light Image Enhancement
    ICRA 2025 ·
    Xuejian Guo
    ,
    Zhiqiang Tian
    ,
    Yuehang Wang
    ,
    Siqi Li
    ,
    Yu Jiang
    ,
    Shaoyi Du
    , Yue Gao
  9. GraphI2P: Image-to-Point Cloud Registration with Exploring Pattern of Correspondence via Graph Learning
    CVPR 2025 ·
    Lin Bie
    ,
    Shouan Pan
    ,
    Siqi Li
    ,
    Yining Zhao
    , Yue Gao
  10. Hyper-Depth: Hypergraph-Based Multi-Scale Representation Fusion for Monocular Depth Estimation
    ICCV 2025 ·
    Lin Bie
    ,
    Siqi Li
    ,
    Yifan Feng
    , Yue Gao
  11. Hypergraph-Guided Federated Distillation Learning for Efficient and Robust Multi-center fMRI Data Analysis
    MICCAI 2025 ·
    Tao Jin
    ,
    Yidan Xu
    ,
    Yuhan Gao
    ,
    Xichun Sheng
    ,
    Chenggang Yan
    ,
    Yaoqi Sun
    ,
    Xiangmin Han
    , Yue Gao
  12. Memory-Augmented Incomplete Multimodal Survival Prediction via Cross-Slide and Gene-Attentive Hypergraph Learning
    MICCAI 2025 ·
    Mingcheng Qu
    ,
    Guang Yang
    ,
    Donglin Di
    , Yue Gao,
    Tonghua Su
    ,
    Yang Song
    ,
    Lei Fan
  13. Multimodal Cancer Survival Analysis via Hypergraph Learning with Cross-Modality Rebalance
    IJCAI 2025 ·
    Mingcheng Qu
    ,
    Guang Yang
    ,
    Donglin Di
    ,
    Tonghua Su
    , Yue Gao,
    Yang Song
    ,
    Lei Fan
  14. Multimodal Hypergraph Guide Learning for Non-invasive CcRCC Survival Prediction
    MICCAI 2025 ·
    Jielong Yan
    ,
    Xiangmin Han
    ,
    Jieyi Zhao
    , Yue Gao
  15. Spatially Gene Expression Prediction Using Dual-Scale Contrastive Learning
    MICCAI 2025 ·
    Mingcheng Qu
    ,
    Yuncong Wu
    ,
    Donglin Di
    , Yue Gao,
    Tonghua Su
    ,
    Yang Song
    ,
    Lei Fan
  16. 3D Feature Tracking via Event Camera
    CVPR 2024 ·
    Siqi Li
    ,
    Zhikuan Zhou
    ,
    Zhou Xue
    ,
    Yipeng Li
    ,
    Shaoyi Du
    , Yue Gao
  17. 3D-OAE: Occlusion Auto-Encoders for Self-Supervised Learning on Point Clouds
    ICRA 2024 ·
    Junsheng Zhou
    ,
    Xin Wen
    ,
    Baorui Ma
    ,
    Yu-Shen Liu
    , Yue Gao,
    Yi Fang
    ,
    Zhizhong Han
  18. A Survey on Hypergraph Neural Networks: An In-Depth and Step-By-Step Guide
    SIGKDD 2024 ·
    Sunwoo Kim
    ,
    Soo Yong Lee
    , Yue Gao,
    Alessia Antelmi
    ,
    Mirko Polato
    ,
    Kijung Shin
  19. Assembly Fuzzy Representation on Hypergraph for Open-Set 3D Object Retrieval
    NeurIPS 2024 ·
    Yang Xu
    ,
    Yifan Feng
    ,
    Jun Zhang
    ,
    Jun-Hai Yong
    , Yue Gao
  20. ColorPCR: Color Point Cloud Registration with Multi-Stage Geometric-Color Fusion
    CVPR 2024 ·
    Juncheng Mu
    ,
    Lin Bie
    ,
    Shaoyi Du
    , Yue Gao
  21. Hypergraph Dynamic System
    ICLR 2024 ·
    Jielong Yan
    ,
    Yifan Feng
    ,
    Shihui Ying
    , Yue Gao
  22. Hypergraph-Guided Disentangled Spectrum Transformer Networks for Near-Infrared Facial Expression Recognition
    AAAI 2024 ·
    Bingjun Luo
    ,
    Haowen Wang
    ,
    Jinpeng Wang
    ,
    Junjie Zhu
    ,
    Xibin Zhao
    , Yue Gao
  23. Inter-intra High-Order Brain Network for ASD Diagnosis via Functional MRIs
    MICCAI 2024 ·
    Xiangmin Han
    ,
    Rundong Xue
    ,
    Shaoyi Du
    , Yue Gao
  24. LightHGNN: Distilling Hypergraph Neural Networks into MLPs for 100x Faster Inference
    ICLR 2024 ·
    Yifan Feng
    ,
    Yihe Luo
    ,
    Shihui Ying
    , Yue Gao
  25. Multi-Energy Guided Image Translation with Stochastic Differential Equations for Near-Infrared Facial Expression Recognition
    AAAI 2024 ·
    Bingjun Luo
    ,
    Zewen Wang
    ,
    Jinpeng Wang
    ,
    Junjie Zhu
    ,
    Xibin Zhao
    , Yue Gao
  26. Multi-scale Consistency for Robust 3D Registration via Hierarchical Sinkhorn Tree
    NeurIPS 2024 ·
    Chengwei Ren
    ,
    Yifan Feng
    ,
    Weixiang Zhang
    ,
    Xiao-Ping (Steven) Zhang
    , Yue Gao
  27. Negative Prompt Driven Complementary Parallel Representation for Open-World 3D Object Retrieval
    IJCAI 2024 ·
    Yang Xu
    ,
    Yifan Feng
    , Yue Gao
  28. PathoTune: Adapting Visual Foundation Model to Pathological Specialists
    MICCAI 2024 ·
    Jiaxuan Lu
    ,
    Fang Yan
    ,
    Xiaofan Zhang
    , Yue Gao,
    Shaoting Zhang
  29. Position: Topological Deep Learning is the New Frontier for Relational Learning
    ICML 2024 ·
    Theodore Papamarkou
    ,
    Tolga Birdal
    ,
    Michael M. Bronstein
    ,
    Gunnar E. Carlsson
    ,
    Justin Curry
    , Yue Gao,
    Mustafa Hajij
    ,
    Roland Kwitt
    ,
    Pietro Lio
    ,
    Paolo Di Lorenzo
    ,
    Vasileios Maroulas
    ,
    Nina Miolane
    ,
    Farzana Nasrin
    ,
    Karthikeyan Natesan Ramamurthy
    ,
    Bastian Rieck
    ,
    Simone Scardapane
    ,
    Michael T. Schaub
    ,
    Petar Velickovic
    ,
    Bei Wang
    ,
    Yusu Wang
    ,
    Guo-Wei Wei
    ,
    Ghada Zamzmi
  30. Semi-Open 3D Object Retrieval via Hierarchical Equilibrium on Hypergraph
    NeurIPS 2024 ·
    Yang Xu
    ,
    Yifan Feng
    ,
    Jun Zhang
    ,
    Jun-Hai Yong
    , Yue Gao
  31. ccRCC Metastasis Prediction via Exploring High-Order Correlations on Multiple WSIs
    MICCAI 2024 ·
    Huijian Zhou
    ,
    Zhiqiang Tian
    ,
    Xiangmin Han
    ,
    Shaoyi Du
    , Yue Gao