PPaperPicks

Liang Yang

Hebei University of Technology, School of Computer Science and Engineering, Tianjin, China

17 papers at tracked venues · 15 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0001-6291-4359 ↗Homepage ↗

Venues

WWW ×5AAAI ×3ICML ×3IJCAI ×2NeurIPS ×2CVPR ×1ICLR ×1

Frequent coauthors

Chuan Wang
×12
Zhen Wang
×12
Xiaochun Cao
×10
Jiaming Zhuo
×10
Yuanfang Guo
×8
Di Jin
×6
Ziyi Ma
×5
Dongxiao He
×5
Kun Fu
×5
Bingxin Niu
×4
Hui Ning
×3
Yintong Lu
×3

Papers

  1. Generalizable Graph-level Anomaly Detection via Prompted Anomaly Expansion and Normality Extraction
    WWW 2026 ·
    Ge Zhang
    ,
    Jiapei Chen
    ,
    Guohao Sun
    ,
    Xiu Fang
    ,
    Zhenyu Yang
    ,
    Xixun Lin
    , Liang Yang
  2. Multi-Source Information Driven Spatio-Temporal Hypergraph Learning for Traffic Forecasting
    WWW 2026 ·
    Ping Zhang
    ,
    Jiayu Leng
    , Liang Yang,
    Anchen Li
    ,
    Xiaochun Cao
    ,
    Riting Xia
  3. Source-Free Graph Foundation Model Adaptation via Pseudo-Source Reconstruction
    AAAI 2026 · Liang Yang,
    Hui Ning
    ,
    Jiaming Zhuo
    ,
    Ziyi Ma
    ,
    Chuan Wang
    ,
    Wenning Wu
    ,
    Zhen Wang
  4. Unveiling Backdoor Propagation in Graphs: Neuron-Centric Defense Mechanisms
    WWW 2026 ·
    Di Jin
    ,
    Bingdao Feng
    ,
    Xiaobao Wang
    ,
    Yuxiang Zhang
    ,
    Zechuan Zhang
    , Liang Yang,
    Dongxiao He
    ,
    Zhen Wang
  5. A Closer Look at Graph Transformers: Cross-Aggregation and Beyond
    NeurIPS 2025 ·
    Jiaming Zhuo
    ,
    Ziyi Ma
    ,
    Yintong Lu
    ,
    Yuwei Liu
    ,
    Kun Fu
    ,
    Di Jin
    ,
    Chuan Wang
    ,
    Wenning Wu
    ,
    Zhen Wang
    ,
    Xiaochun Cao
    , Liang Yang
  6. Attribute Association Driven Multi-Task Learning for Session-based Recommendation
    IJCAI 2025 ·
    Xinyao Wang
    ,
    Zhizhi Yu
    ,
    Dongxiao He
    , Liang Yang,
    Jianguo Wei
    ,
    Di Jin
  7. DUALFormer: Dual Graph Transformer
    ICLR 2025 ·
    Jiaming Zhuo
    ,
    Yuwei Liu
    ,
    Yintong Lu
    ,
    Ziyi Ma
    ,
    Kun Fu
    ,
    Chuan Wang
    ,
    Yuanfang Guo
    ,
    Zhen Wang
    ,
    Xiaochun Cao
    , Liang Yang
  8. Disentangled Graph Spectral Domain Adaptation
    ICML 2025 · Liang Yang,
    Xin Chen
    ,
    Jiaming Zhuo
    ,
    Di Jin
    ,
    Chuan Wang
    ,
    Xiaochun Cao
    ,
    Zhen Wang
    ,
    Yuanfang Guo
  9. Do We Really Need Message Passing in Brain Network Modeling?
    ICML 2025 · Liang Yang,
    Yuwei Liu
    ,
    Jiaming Zhuo
    ,
    Di Jin
    ,
    Chuan Wang
    ,
    Zhen Wang
    ,
    Xiaochun Cao
  10. Graph Contrastive Learning with Joint Spectral Augmentation of Attribute and Topology
    AAAI 2025 · Liang Yang,
    Zhenna Li
    ,
    Jiaming Zhuo
    ,
    Jing Liu
    ,
    Ziyi Ma
    ,
    Chuan Wang
    ,
    Zhen Wang
    ,
    Xiaochun Cao
  11. Semi-Supervised Clustering Framework for Fine-grained Scene Graph Generation
    AAAI 2025 ·
    Jiarui Yang
    ,
    Chuan Wang
    ,
    Jun Zhang
    ,
    Shuyi Wu
    ,
    Jinjing Zhao
    ,
    Zeming Liu
    , Liang Yang
  12. Universal Graph Self-Contrastive Learning
    IJCAI 2025 · Liang Yang,
    Yukun Cai
    ,
    Hui Ning
    ,
    Jiaming Zhuo
    ,
    Di Jin
    ,
    Ziyi Ma
    ,
    Yuanfang Guo
    ,
    Chuan Wang
    ,
    Zhen Wang
  13. GAUSS: GrAph-customized Universal Self-Supervised Learning
    WWW 2024 · Liang Yang,
    Weixiao Hu
    ,
    Jizhong Xu
    ,
    Runjie Shi
    ,
    Dongxiao He
    ,
    Chuan Wang
    ,
    Xiaochun Cao
    ,
    Zhen Wang
    ,
    Bingxin Niu
    ,
    Yuanfang Guo
  14. Graph Contrastive Learning Reimagined: Exploring Universality
    WWW 2024 ·
    Jiaming Zhuo
    ,
    Can Cui
    ,
    Kun Fu
    ,
    Bingxin Niu
    ,
    Dongxiao He
    ,
    Chuan Wang
    ,
    Yuanfang Guo
    ,
    Zhen Wang
    ,
    Xiaochun Cao
    , Liang Yang
  15. Improving Graph Contrastive Learning via Adaptive Positive Sampling
    CVPR 2024 ·
    Jiaming Zhuo
    ,
    Feiyang Qin
    ,
    Can Cui
    ,
    Kun Fu
    ,
    Bingxin Niu
    ,
    Mengzhu Wang
    ,
    Yuanfang Guo
    ,
    Chuan Wang
    ,
    Zhen Wang
    ,
    Xiaochun Cao
    , Liang Yang
  16. Understanding Heterophily for Graph Neural Networks
    ICML 2024 ·
    Junfu Wang
    ,
    Yuanfang Guo
    , Liang Yang,
    Yunhong Wang
  17. Unified Graph Augmentations for Generalized Contrastive Learning on Graphs
    NeurIPS 2024 ·
    Jiaming Zhuo
    ,
    Yintong Lu
    ,
    Hui Ning
    ,
    Kun Fu
    ,
    Bingxin Niu
    ,
    Dongxiao He
    ,
    Chuan Wang
    ,
    Yuanfang Guo
    ,
    Zhen Wang
    ,
    Xiaochun Cao
    , Liang Yang