PPaperPicks

Chuan Shi

Beijing University of Posts and Telecommunications, Beijing, China

42 papers at tracked venues · 35 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-3734-0266 ↗Google Scholar ↗Homepage ↗

Venues

WWW ×11AAAI ×9SIGKDD ×8CIKM ×2ICML ×2NAACL ×2NeurIPS ×2ACL ×1ECML-PKDD ×1IJCAI ×1SIGIR ×1USENIX Security ×1WSDM ×1

Frequent coauthors

Cheng Yang
×23
Xiao Wang
×9
Mengmei Zhang
×8
Zhongjian Zhang
×5
Ruijia Wang
×5
Yuan Fang
×5
Junze Chen
×4
Bo Yan
×4
Yibo Li
×4
Yawen Li
×4
Zhiqiang Zhang
×4
Yue Yu
×3

Papers

  1. C2-Cite: Contextual-Aware Citation Generation for Attributed Large Language Models
    WSDM 2026 ·
    Yue Yu
    ,
    Ting Bai
    ,
    Hengzhi Lan
    ,
    Li Qian
    ,
    Li Peng
    ,
    Jie Wu
    ,
    Wei Liu
    ,
    Jian Luan
    , Chuan Shi
  2. FRiskGPT: A Generative Foundation Model for Financial Risk Detection
    WWW 2026 ·
    Zhongjian Zhang
    ,
    Mengmei Zhang
    ,
    Dehua Xu
    ,
    Rongjun Shi
    ,
    Jianfeng Liu
    ,
    Fuli Meng
    ,
    Huajian Xu
    ,
    Xiao Wang
    ,
    Ruijia Wang
    ,
    Junze Chen
    ,
    Minwei Tang
    , Chuan Shi
  3. MASFactory: A Graph-centric Framework for Orchestrating LLM-Based Multi-Agent Systems with Vibe Graphing
    ACL 2026 ·
    Yang Liu
    ,
    Jinxuan Cai
    ,
    Yishen Li
    ,
    Qi Meng
    ,
    Zedi Liu
    ,
    Xin Li
    ,
    Chen Qian
    , Chuan Shi,
    Cheng Yang
  4. PathRAG: Pruning Graph-based Retrieval Augmented Generation with Relational Paths
    AAAI 2026 ·
    Boyu Chen
    ,
    Zirui Guo
    ,
    Zidan Yang
    ,
    Yuluo Chen
    ,
    Junze Chen
    ,
    Zhenghao Liu
    , Chuan Shi,
    Cheng Yang
  5. Riemannian Graph Tokenizer for Structural Knowledge Transfer
    WWW 2026 ·
    Qimin Zhou
    ,
    Haibo Liu
    ,
    Yujie Wang
    ,
    Li Sun
    , Chuan Shi
  6. Spattack: Subgroup Poisoning Attacks on Federated Recommender Systems
    WWW 2026 ·
    Bo Yan
    ,
    Yurong Hao
    ,
    Dingqi Liu
    ,
    Huabin Sun
    ,
    Pengpeng Qiao
    ,
    Wei Yang Bryan Lim
    ,
    Yang Cao
    , Chuan Shi
  7. Toward Graph-Tokenizing Large Language Models with Reconstructive Graph Instruction Tuning
    WWW 2026 ·
    Zhongjian Zhang
    ,
    Xiao Wang
    ,
    Mengmei Zhang
    ,
    Jiarui Tan
    , Chuan Shi
  8. Advancing Molecular Graph-Text Pre-training via Fine-grained Alignment
    SIGKDD 2025 ·
    Yibo Li
    ,
    Yuan Fang
    ,
    Mengmei Zhang
    , Chuan Shi
  9. Artificial Intelligence for Complex Network: Potential, Methodology and Application
    WWW 2025 ·
    Jingtao Ding
    ,
    Yu Zheng
    ,
    Huandong Wang
    ,
    Carlo Vittorio Cannistraci
    ,
    Jianxi Gao
    ,
    Yong Li
    , Chuan Shi
  10. Benchmarking Graph Foundation Models
    SIGKDD 2025 ·
    Jinyu Yang
    ,
    Liangwei Yang
    ,
    Zeyuan Guo
    ,
    Jiayi Gao
    ,
    Jing Wu
    ,
    Tianhao Chai
    ,
    Hai Huang
    ,
    Cheng Yang
    , Chuan Shi
  11. Blend the Separated: Mixture of Synergistic Experts for Data-Scarcity Drug-Target Interaction Prediction
    AAAI 2025 ·
    Xinlong Zhai
    ,
    Chunchen Wang
    ,
    Ruijia Wang
    ,
    Jiazheng Kang
    ,
    Shujie Li
    ,
    Boyu Chen
    ,
    Tengfei Ma
    ,
    Zikai Zhou
    ,
    Cheng Yang
    , Chuan Shi
  12. CORONA: A Coarse-to-Fine Framework for Graph-based Recommendation with Large Language Models
    SIGIR 2025 ·
    Junze Chen
    ,
    Xinjie Yang
    ,
    Cheng Yang
    ,
    Junfei Bao
    ,
    Zeyuan Guo
    ,
    Yawen Li
    , Chuan Shi
  13. Can Large Language Models Improve the Adversarial Robustness of Graph Neural Networks?
    SIGKDD 2025 ·
    Zhongjian Zhang
    ,
    Xiao Wang
    ,
    Huichi Zhou
    ,
    Yue Yu
    ,
    Mengmei Zhang
    ,
    Cheng Yang
    , Chuan Shi
  14. Data-centric Prompt Tuning for Dynamic Graphs
    CIKM 2025 ·
    Yufei Peng
    ,
    Cheng Yang
    ,
    Zhengjie Fan
    , Chuan Shi
  15. Exploring the Potential of Large Language Models for Heterophilic Graphs
    NAACL 2025 ·
    Yuxia Wu
    ,
    Shujie Li
    ,
    Yuan Fang
    , Chuan Shi
  16. FLAG: Fraud Detection with LLM-enhanced Graph Neural Network
    SIGKDD 2025 ·
    Chengdong Yang
    ,
    Hongrui Liu
    ,
    Daixin Wang
    ,
    Zhiqiang Zhang
    ,
    Cheng Yang
    , Chuan Shi
  17. Federated Graph Condensation with Information Bottleneck Principles
    AAAI 2025 ·
    Bo Yan
    ,
    Sihao He
    ,
    Cheng Yang
    ,
    Shang Liu
    ,
    Yang Cao
    , Chuan Shi
  18. Full-Atom Protein-Protein Interaction Prediction via Atomic Equivariant Attention Network
    CIKM 2025 ·
    Chunchen Wang
    ,
    Cheng Yang
    ,
    Wenchuan Yang
    ,
    Le Song
    , Chuan Shi
  19. Graph Positional Autoencoders as Self-supervised Learners
    SIGKDD 2025 ·
    Yang Liu
    ,
    Deyu Bo
    ,
    Wenxuan Cao
    ,
    Yuan Fang
    ,
    Yawen Li
    , Chuan Shi
  20. GraphLAMA: Enabling Efficient Adaptation of Graph Language Models with Limited Annotations
    SIGKDD 2025 ·
    Junze Chen
    ,
    Cheng Yang
    ,
    Shujie Li
    ,
    Zhiqiang Zhang
    ,
    Yawen Li
    ,
    Junping Du
    , Chuan Shi
  21. Harnessing Language Model for Cross-Heterogeneity Graph Knowledge Transfer
    AAAI 2025 ·
    Jinyu Yang
    ,
    Ruijia Wang
    ,
    Cheng Yang
    ,
    Bo Yan
    ,
    Qimin Zhou
    ,
    Yang Juan
    , Chuan Shi
  22. Rethinking Byzantine Robustness in Federated Recommendation from Sparse Aggregation Perspective
    AAAI 2025 ·
    Zhongjian Zhang
    ,
    Mengmei Zhang
    ,
    Xiao Wang
    ,
    Lingjuan Lyu
    ,
    Bo Yan
    ,
    Junping Du
    , Chuan Shi
  23. Seq1F1B: Efficient Sequence-Level Pipeline Parallelism for Large Language Model Training
    NAACL 2025 ·
    Sun Ao
    ,
    Weilin Zhao
    ,
    Xu Han
    ,
    Cheng Yang
    ,
    Xinrong Zhang
    ,
    Zhiyuan Liu
    , Chuan Shi,
    Maosong Sun
  24. Unifying and Enhancing Graph Transformers via a Hierarchical Mask Framework
    NeurIPS 2025 ·
    Yujie Xing
    ,
    Xiao Wang
    ,
    Bin Wu
    ,
    Hai Huang
    , Chuan Shi
  25. A Generalized Neural Diffusion Framework on Graphs
    AAAI 2024 ·
    Yibo Li
    ,
    Xiao Wang
    ,
    Hongrui Liu
    , Chuan Shi
  26. Adaptively Denoising Graph Neural Networks for Knowledge Distillation
    ECML-PKDD 2024 ·
    Yuxin Guo
    ,
    Cheng Yang
    , Chuan Shi,
    Ke Tu
    ,
    Zhengwei Wu
    ,
    Zhiqiang Zhang
    ,
    Jun Zhou
  27. Advancing Molecule Invariant Representation via Privileged Substructure Identification
    SIGKDD 2024 ·
    Ruijia Wang
    ,
    Haoran Dai
    ,
    Cheng Yang
    ,
    Le Song
    , Chuan Shi
  28. Calibrating Graph Neural Networks from a Data-centric Perspective
    WWW 2024 ·
    Cheng Yang
    ,
    Chengdong Yang
    , Chuan Shi,
    Yawen Li
    ,
    Zhiqiang Zhang
    ,
    Jun Zhou
  29. Can Large Language Models Analyze Graphs like Professionals? A Benchmark, Datasets and Models
    NeurIPS 2024 ·
    Xin Li
    ,
    Weize Chen
    ,
    Qizhi Chu
    ,
    Haopeng Li
    ,
    Zhaojun Sun
    ,
    Ran Li
    ,
    Chen Qian
    ,
    Yiwei Wei
    , Chuan Shi,
    Zhiyuan Liu
    ,
    Maosong Sun
    ,
    Cheng Yang
  30. Customizing Graph Neural Network for CAD Assembly Recommendation
    SIGKDD 2024 ·
    Fengqi Liang
    ,
    Huan Zhao
    ,
    Yuhan Quan
    ,
    Wei Fang
    , Chuan Shi
  31. Endowing Pre-trained Graph Models with Provable Fairness
    WWW 2024 ·
    Zhongjian Zhang
    ,
    Mengmei Zhang
    ,
    Yue Yu
    ,
    Cheng Yang
    ,
    Jiawei Liu
    , Chuan Shi
  32. FairSIN: Achieving Fairness in Graph Neural Networks through Sensitive Information Neutralization
    AAAI 2024 ·
    Cheng Yang
    ,
    Jixi Liu
    ,
    Yunhe Yan
    , Chuan Shi
  33. Federated Heterogeneous Graph Neural Network for Privacy-preserving Recommendation
    WWW 2024 ·
    Bo Yan
    ,
    Yang Cao
    ,
    Haoyu Wang
    ,
    Wenchuan Yang
    ,
    Junping Du
    , Chuan Shi
  34. Graph Contrastive Invariant Learning from the Causal Perspective
    AAAI 2024 ·
    Yanhu Mo
    ,
    Xiao Wang
    ,
    Shaohua Fan
    , Chuan Shi
  35. Graph Distillation with Eigenbasis Matching
    ICML 2024 ·
    Yang Liu
    ,
    Deyu Bo
    , Chuan Shi
  36. Graph Fairness Learning under Distribution Shifts
    WWW 2024 ·
    Yibo Li
    ,
    Xiao Wang
    ,
    Yujie Xing
    ,
    Shaohua Fan
    ,
    Ruijia Wang
    ,
    Yaoqi Liu
    , Chuan Shi
  37. Graph Invariant Learning with Subgraph Co-mixup for Out-of-Distribution Generalization
    AAAI 2024 ·
    Tianrui Jia
    ,
    Haoyang Li
    ,
    Cheng Yang
    ,
    Tao Tao
    , Chuan Shi
  38. GraphTranslator: Aligning Graph Model to Large Language Model for Open-ended Tasks
    WWW 2024 ·
    Mengmei Zhang
    ,
    Mingwei Sun
    ,
    Peng Wang
    ,
    Shen Fan
    ,
    Yanhu Mo
    ,
    Xiaoxiao Xu
    ,
    Hong Liu
    ,
    Cheng Yang
    , Chuan Shi
  39. Heterogeneous Graph Transformer with Poly-Tokenization
    IJCAI 2024 ·
    Zhiyuan Lu
    ,
    Yuan Fang
    ,
    Cheng Yang
    , Chuan Shi
  40. Lecture-style Tutorial: Towards Graph Foundation Models
    WWW 2024 · Chuan Shi,
    Cheng Yang
    ,
    Yuan Fang
    ,
    Lichao Sun
    ,
    Philip S. Yu
  41. Less is More: on the Over-Globalizing Problem in Graph Transformers
    ICML 2024 ·
    Yujie Xing
    ,
    Xiao Wang
    ,
    Yibo Li
    ,
    Hai Huang
    , Chuan Shi
  42. Unveiling the Secrets without Data: Can Graph Neural Networks Be Exploited through Data-Free Model Extraction Attacks?
    USENIX Security 2024 ·
    Yuanxin Zhuang
    , Chuan Shi,
    Mengmei Zhang
    ,
    Jinghui Chen
    ,
    Lingjuan Lyu
    ,
    Pan Zhou
    ,
    Lichao Sun