PPaperPicks

Chengqi Zhang

University of Technology Sydney, Centre for Artificial Intelligence, FEIT, Ultimo, NSW, Australia

18 papers at tracked venues · 13 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0001-5715-7154 ↗Google Scholar ↗Homepage ↗

Venues

AAAI ×5NeurIPS ×4IJCAI ×3ICML ×2ACM MM ×1ECML-PKDD ×1ICLR ×1SDM ×1

Frequent coauthors

Guodong Long
×9
Jing Jiang
×9
Tianyi Zhou
×3
Shengchao Chen
×3
Shiyuan Li
×2
Yixin Liu
×2
Shirui Pan
×2
Zhiwei Li
×2
Feng Xia
×2
Tongliang Liu
×2
Bo Han
×2
Changlu Chen
×2

Papers

  1. Assemble Your Crew: Automatic Multi-agent Communication Topology Design via Autoregressive Graph Generation
    AAAI 2026 ·
    Shiyuan Li
    ,
    Yixin Liu
    ,
    Qingsong Wen
    , Chengqi Zhang,
    Shirui Pan
  2. FedMerge: Federated Model Merging for Personalization
    AAAI 2026 ·
    Shutong Chen
    ,
    Tianyi Zhou
    ,
    Guodong Long
    ,
    Jing Jiang
    , Chengqi Zhang
  3. Federated Vision-Language-Recommendation with Personalized Fusion
    AAAI 2026 ·
    Zhiwei Li
    ,
    Guodong Long
    ,
    Jing Jiang
    , Chengqi Zhang,
    Qiang Yang
  4. Biologically Plausible Brain Graph Transformer
    ICLR 2025 ·
    Ciyuan Peng
    ,
    Yuelong Huang
    ,
    Qichao Dong
    ,
    Shuo Yu
    ,
    Feng Xia
    , Chengqi Zhang,
    Yaochu Jin
  5. Efficient Personalized Adaptation for Physiological Signal Foundation Model
    ICML 2025 ·
    Chenrui Wu
    ,
    Haishuai Wang
    ,
    Xiang Zhang
    , Chengqi Zhang,
    Jiajun Bu
  6. Exploring Criteria of Loss Reweighting to Enhance LLM Unlearning
    ICML 2025 ·
    Puning Yang
    ,
    Qizhou Wang
    ,
    Zhuo Huang
    ,
    Tongliang Liu
    , Chengqi Zhang,
    Bo Han
  7. Federated Foundation Models on Heterogeneous Time Series
    AAAI 2025 ·
    Shengchao Chen
    ,
    Guodong Long
    ,
    Jing Jiang
    , Chengqi Zhang
  8. Federated Low-Rank Adaptation for Foundation Models: A Survey
    IJCAI 2025 ·
    Yiyuan Yang
    ,
    Guodong Long
    ,
    Qinghua Lu
    ,
    Liming Zhu
    ,
    Jing Jiang
    , Chengqi Zhang
  9. Personalized Federated Collaborative Filtering: A Variational AutoEncoder Approach
    AAAI 2025 ·
    Zhiwei Li
    ,
    Guodong Long
    ,
    Tianyi Zhou
    ,
    Jing Jiang
    , Chengqi Zhang
  10. WALL-E: World Alignment by NeuroSymbolic Learning improves World Model-based LLM Agents
    NeurIPS 2025 ·
    Siyu Zhou
    ,
    Tianyi Zhou
    ,
    Yijun Yang
    ,
    Guodong Long
    ,
    Deheng Ye
    ,
    Jing Jiang
    , Chengqi Zhang
  11. ARC: A Generalist Graph Anomaly Detector with In-Context Learning
    NeurIPS 2024 ·
    Yixin Liu
    ,
    Shiyuan Li
    ,
    Yu Zheng
    ,
    Qingfeng Chen
    , Chengqi Zhang,
    Shirui Pan
  12. Federated Prompt Learning for Weather Foundation Models on Devices
    IJCAI 2024 ·
    Shengchao Chen
    ,
    Guodong Long
    ,
    Tao Shen
    ,
    Jing Jiang
    , Chengqi Zhang
  13. Mind the Gap Between Prototypes and Images in Cross-domain Finetuning
    NeurIPS 2024 ·
    Hongduan Tian
    ,
    Feng Liu
    ,
    Zhanke Zhou
    ,
    Tongliang Liu
    , Chengqi Zhang,
    Bo Han
  14. Multivariate Traffic Demand Prediction via 2D Spectral Learning and Global Spatial Optimization
    ECML-PKDD 2024 ·
    Changlu Chen
    ,
    Yanbin Liu
    ,
    Ling Chen
    , Chengqi Zhang
  15. Personalized Adapter for Large Meteorology Model on Devices: Towards Weather Foundation Models
    NeurIPS 2024 ·
    Shengchao Chen
    ,
    Guodong Long
    ,
    Jing Jiang
    , Chengqi Zhang
  16. Seeing Text in the Dark: Algorithm and Benchmark
    ACM MM 2024 ·
    Chengpei Xu
    ,
    Hao Fu
    ,
    Long Ma
    ,
    Wenjing Jia
    , Chengqi Zhang,
    Feng Xia
    ,
    Xiaoyu Ai
    ,
    Binghao Li
    ,
    Wenjie Zhang
  17. Test-Time Training for Spatial-Temporal Forecasting
    SDM 2024 ·
    Changlu Chen
    ,
    Yanbin Liu
    ,
    Ling Chen
    , Chengqi Zhang
  18. What Hides behind Unfairness? Exploring Dynamics Fairness in Reinforcement Learning
    IJCAI 2024 ·
    Zhihong Deng
    ,
    Jing Jiang
    ,
    Guodong Long
    , Chengqi Zhang