PPaperPicks

Cheng Yang

Beijing University of Posts and Telecommunications, China

39 papers at tracked venues · 32 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0001-7821-0030 ↗Homepage ↗

Venues

ACL ×8AAAI ×6SIGKDD ×5ICLR ×4NeurIPS ×4WWW ×4CIKM ×2EMNLP ×2ECML-PKDD ×1IJCAI ×1NAACL ×1SIGIR ×1

Frequent coauthors

Chuan Shi
×23
Maosong Sun
×13
Zhiyuan Liu
×12
Chen Qian
×12
Weize Chen
×11
Yufan Dang
×6
Wei Liu
×5
Zihao Xie
×5
Zhenghao Liu
×4
Zhiqiang Zhang
×4
Yifei Wang
×4
Xinze Li
×3

Papers

  1. Enhancing Long-Chain Reasoning Distillation through Error-Aware Self-Reflection
    ACL 2026 ·
    Zhuoyang Wu
    ,
    Xinze Li
    ,
    Zhenghao Liu
    ,
    Yukun Yan
    ,
    Zhiyuan Liu
    ,
    Minghe Yu
    , Cheng Yang,
    Yu Gu
    ,
    Ge Yu
    ,
    Maosong Sun
  2. 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
  3. MetaMem: Evolving Meta-Memory for Knowledge Utilization through Self-Reflective Symbolic Optimization
    ACL 2026 ·
    Haidong Xin
    ,
    Xinze Li
    ,
    Zhenghao Liu
    ,
    Yukun Yan
    ,
    Shuo Wang
    , Cheng Yang,
    Yu Gu
    ,
    Ge Yu
    ,
    Maosong Sun
  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. Benchmarking Graph Foundation Models
    SIGKDD 2025 ·
    Jinyu Yang
    ,
    Liangwei Yang
    ,
    Zeyuan Guo
    ,
    Jiayi Gao
    ,
    Jing Wu
    ,
    Tianhao Chai
    ,
    Hai Huang
    , Cheng Yang,
    Chuan Shi
  6. 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
  7. 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
  8. 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
  9. ChartMimic: Evaluating LMM's Cross-Modal Reasoning Capability via Chart-to-Code Generation
    ICLR 2025 · Cheng Yang,
    Chufan Shi
    ,
    Yaxin Liu
    ,
    Bo Shui
    ,
    Junjie Wang
    ,
    Mohan Jing
    ,
    Linran Xu
    ,
    Xinyu Zhu
    ,
    Siheng Li
    ,
    Yuxiang Zhang
    ,
    Gongye Liu
    ,
    Xiaomei Nie
    ,
    Deng Cai
    ,
    Yujiu Yang
  10. Data-centric Prompt Tuning for Dynamic Graphs
    CIKM 2025 ·
    Yufei Peng
    , Cheng Yang,
    Zhengjie Fan
    ,
    Chuan Shi
  11. FLAG: Fraud Detection with LLM-enhanced Graph Neural Network
    SIGKDD 2025 ·
    Chengdong Yang
    ,
    Hongrui Liu
    ,
    Daixin Wang
    ,
    Zhiqiang Zhang
    , Cheng Yang,
    Chuan Shi
  12. Federated Graph Condensation with Information Bottleneck Principles
    AAAI 2025 ·
    Bo Yan
    ,
    Sihao He
    , Cheng Yang,
    Shang Liu
    ,
    Yang Cao
    ,
    Chuan Shi
  13. Full-Atom Protein-Protein Interaction Prediction via Atomic Equivariant Attention Network
    CIKM 2025 ·
    Chunchen Wang
    , Cheng Yang,
    Wenchuan Yang
    ,
    Le Song
    ,
    Chuan Shi
  14. 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
  15. 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
  16. Internet of Agents: Weaving a Web of Heterogeneous Agents for Collaborative Intelligence
    ICLR 2025 ·
    Weize Chen
    ,
    Ziming You
    ,
    Ran Li
    ,
    Yitong Guan
    ,
    Chen Qian
    ,
    Chenyang Zhao
    , Cheng Yang,
    Ruobing Xie
    ,
    Zhiyuan Liu
    ,
    Maosong Sun
  17. Judge as A Judge: Improving the Evaluation of Retrieval-Augmented Generation through the Judge-Consistency of Large Language Models
    ACL 2025 ·
    Shuliang Liu
    ,
    Xinze Li
    ,
    Zhenghao Liu
    ,
    Yukun Yan
    , Cheng Yang,
    Zheni Zeng
    ,
    Zhiyuan Liu
    ,
    Maosong Sun
    ,
    Ge Yu
  18. Multi-Agent Collaboration via Cross-Team Orchestration
    ACL 2025 ·
    Zhuoyun Du
    ,
    Chen Qian
    ,
    Wei Liu
    ,
    Zihao Xie
    ,
    Yifei Wang
    ,
    Rennai Qiu
    ,
    Yufan Dang
    ,
    Weize Chen
    , Cheng Yang,
    Ye Tian
    ,
    Xuantang Xiong
    ,
    Lei Han
  19. Multi-Agent Collaboration via Evolving Orchestration
    NeurIPS 2025 ·
    Yufan Dang
    ,
    Chen Qian
    ,
    Xueheng Luo
    ,
    Jingru Fan
    ,
    Zihao Xie
    ,
    Ruijie Shi
    ,
    Weize Chen
    , Cheng Yang,
    Xiaoyin Che
    ,
    Ye Tian
    ,
    Xuantang Xiong
    ,
    Lei Han
    ,
    Zhiyuan Liu
    ,
    Maosong Sun
  20. Optima: Optimizing Effectiveness and Efficiency for LLM-Based Multi-Agent System
    ACL 2025 ·
    Weize Chen
    ,
    Jiarui Yuan
    ,
    Chen Qian
    , Cheng Yang,
    Zhiyuan Liu
    ,
    Maosong Sun
  21. RED: Unleashing Token-Level Rewards from Holistic Feedback via Reward Redistribution
    EMNLP 2025 ·
    Jiahui Li
    ,
    Lin Li
    ,
    Tai-Wei Chang
    ,
    Kun Kuang
    ,
    Long Chen
    ,
    Jun Zhou
    , Cheng Yang
  22. Scaling Large Language Model-based Multi-Agent Collaboration
    ICLR 2025 ·
    Chen Qian
    ,
    Zihao Xie
    ,
    Yifei Wang
    ,
    Wei Liu
    ,
    Kunlun Zhu
    ,
    Hanchen Xia
    ,
    Yufan Dang
    ,
    Zhuoyun Du
    ,
    Weize Chen
    , Cheng Yang,
    Zhiyuan Liu
    ,
    Maosong Sun
  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. 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
  25. Advancing Molecule Invariant Representation via Privileged Substructure Identification
    SIGKDD 2024 ·
    Ruijia Wang
    ,
    Haoran Dai
    , Cheng Yang,
    Le Song
    ,
    Chuan Shi
  26. AgentVerse: Facilitating Multi-Agent Collaboration and Exploring Emergent Behaviors
    ICLR 2024 ·
    Weize Chen
    ,
    Yusheng Su
    ,
    Jingwei Zuo
    , Cheng Yang,
    Chenfei Yuan
    ,
    Chi-Min Chan
    ,
    Heyang Yu
    ,
    Yaxi Lu
    ,
    Yi-Hsin Hung
    ,
    Chen Qian
    ,
    Yujia Qin
    ,
    Xin Cong
    ,
    Ruobing Xie
    ,
    Zhiyuan Liu
    ,
    Maosong Sun
    ,
    Jie Zhou
  27. Autonomous Agents for Collaborative Task under Information Asymmetry
    NeurIPS 2024 ·
    Wei Liu
    ,
    Chenxi Wang
    ,
    Yifei Wang
    ,
    Zihao Xie
    ,
    Rennai Qiu
    ,
    Yufan Dang
    ,
    Zhuoyun Du
    ,
    Weize Chen
    , Cheng Yang,
    Chen Qian
  28. Beyond Natural Language: LLMs Leveraging Alternative Formats for Enhanced Reasoning and Communication
    EMNLP 2024 ·
    Weize Chen
    ,
    Chenfei Yuan
    ,
    Jiarui Yuan
    ,
    Yusheng Su
    ,
    Chen Qian
    , Cheng Yang,
    Ruobing Xie
    ,
    Zhiyuan Liu
    ,
    Maosong Sun
  29. Calibrating Graph Neural Networks from a Data-centric Perspective
    WWW 2024 · Cheng Yang,
    Chengdong Yang
    ,
    Chuan Shi
    ,
    Yawen Li
    ,
    Zhiqiang Zhang
    ,
    Jun Zhou
  30. 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
  31. ChatDev: Communicative Agents for Software Development
    ACL 2024 ·
    Chen Qian
    ,
    Wei Liu
    ,
    Hongzhang Liu
    ,
    Nuo Chen
    ,
    Yufan Dang
    ,
    Jiahao Li
    , Cheng Yang,
    Weize Chen
    ,
    Yusheng Su
    ,
    Xin Cong
    ,
    Juyuan Xu
    ,
    Dahai Li
    ,
    Zhiyuan Liu
    ,
    Maosong Sun
  32. Endowing Pre-trained Graph Models with Provable Fairness
    WWW 2024 ·
    Zhongjian Zhang
    ,
    Mengmei Zhang
    ,
    Yue Yu
    , Cheng Yang,
    Jiawei Liu
    ,
    Chuan Shi
  33. Experiential Co-Learning of Software-Developing Agents
    ACL 2024 ·
    Chen Qian
    ,
    Yufan Dang
    ,
    Jiahao Li
    ,
    Wei Liu
    ,
    Zihao Xie
    ,
    Yifei Wang
    ,
    Weize Chen
    , Cheng Yang,
    Xin Cong
    ,
    Xiaoyin Che
    ,
    Zhiyuan Liu
    ,
    Maosong Sun
  34. FairSIN: Achieving Fairness in Graph Neural Networks through Sensitive Information Neutralization
    AAAI 2024 · Cheng Yang,
    Jixi Liu
    ,
    Yunhe Yan
    ,
    Chuan Shi
  35. Graph Invariant Learning with Subgraph Co-mixup for Out-of-Distribution Generalization
    AAAI 2024 ·
    Tianrui Jia
    ,
    Haoyang Li
    , Cheng Yang,
    Tao Tao
    ,
    Chuan Shi
  36. 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
  37. Heterogeneous Graph Transformer with Poly-Tokenization
    IJCAI 2024 ·
    Zhiyuan Lu
    ,
    Yuan Fang
    , Cheng Yang,
    Chuan Shi
  38. Lecture-style Tutorial: Towards Graph Foundation Models
    WWW 2024 ·
    Chuan Shi
    , Cheng Yang,
    Yuan Fang
    ,
    Lichao Sun
    ,
    Philip S. Yu
  39. Unchosen Experts Can Contribute Too: Unleashing MoE Models' Power by Self-Contrast
    NeurIPS 2024 ·
    Chufan Shi
    , Cheng Yang,
    Xinyu Zhu
    ,
    Jiahao Wang
    ,
    Taiqiang Wu
    ,
    Siheng Li
    ,
    Deng Cai
    ,
    Yujiu Yang
    ,
    Yu Meng