PPaperPicks

Guodong Long

40 papers at tracked venues · 30 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0003-3740-9515 ↗Homepage ↗

Venues

WWW ×13AAAI ×7IJCAI ×7NeurIPS ×4ACL ×2EMNLP ×2SIGKDD ×2CVPR ×1ECML-PKDD ×1ICLR ×1

Frequent coauthors

Jing Jiang
×12
Chengqi Zhang
×9
Tao Shen
×8
Tianyi Zhou
×7
Chunxu Zhang
×7
Bo Yang
×7
Shengchao Chen
×4
Peng Yan
×4
Zijian Zhang
×4
Chongyang Tao
×4
Yiyuan Yang
×3
Qinghua Lu
×3

Papers

  1. Bi-level Personalization for Federated Foundation Models: A Task-vector Aggregation Approach
    AAAI 2026 ·
    Yiyuan Yang
    , Guodong Long,
    Qinghua Lu
    ,
    Liming Zhu
    ,
    Jing Jiang
  2. FL@FM-TheWebConf'26: The 3rd International Workshop on Federated Foundation Models for the Web
    WWW 2026 ·
    Irwin King
    , Guodong Long,
    Zenglin Xu
    ,
    Han Yu
    ,
    Xiaoli Tang
    ,
    Liping Yi
  3. FedMerge: Federated Model Merging for Personalization
    AAAI 2026 ·
    Shutong Chen
    ,
    Tianyi Zhou
    , Guodong Long,
    Jing Jiang
    ,
    Chengqi Zhang
  4. Federated Vision-Language-Recommendation with Personalized Fusion
    AAAI 2026 ·
    Zhiwei Li
    , Guodong Long,
    Jing Jiang
    ,
    Chengqi Zhang
    ,
    Qiang Yang
  5. Learning Evolving Preferences: A Federated Continual Framework for User-Centric Recommendation
    WWW 2026 ·
    Chunxu Zhang
    ,
    Zhiheng Xue
    , Guodong Long,
    Weipeng Zhang
    ,
    Bo Yang
  6. Multimodal-enhanced Federated Recommendation: A Group-wise Fusion Approach
    WWW 2026 ·
    Chunxu Zhang
    ,
    Weipeng Zhang
    , Guodong Long,
    Zhiheng Xue
    ,
    Riting Xia
    ,
    Bo Yang
  7. A Survey on Deep Learning based Time Series Analysis with Frequency Transformation
    SIGKDD 2025 ·
    Kun Yi
    ,
    Qi Zhang
    ,
    Wei Fan
    ,
    Longbing Cao
    ,
    Shoujin Wang
    ,
    Hui He
    , Guodong Long,
    Liang Hu
    ,
    Qingsong Wen
    ,
    Hui Xiong
  8. AI for Women's Health: Framework and Focus Areas
    WWW 2025 ·
    Jie Lu
    ,
    Angela Dawson
    ,
    Kairui Guo
    ,
    Deborah Fox
    ,
    Fahimeh Ramezani
    ,
    Susan Morton
    ,
    Kathleen Baird
    ,
    Zelia Soo
    ,
    Kezhi Lu
    , Guodong Long,
    Debra Anderson
  9. Beyond Dataset Watermarking: Model-Level Copyright Protection for Code Summarization Models
    WWW 2025 ·
    Jiale Zhang
    ,
    Haoxuan Li
    ,
    Di Wu
    ,
    Xiaobing Sun
    ,
    Qinghua Lu
    , Guodong Long
  10. Companion Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025 - 2 May 2025
    WWW 2025 · Guodong Long,
    Michale Blumestein
    ,
    Yi Chang
    ,
    Liane Lewin-Eytan
    ,
    Zi Helen Huang
    ,
    Elad Yom-Tov
  11. DPC: Dual-Prompt Collaboration for Tuning Vision-Language Models
    CVPR 2025 ·
    Haoyang Li
    ,
    Liang Wang
    ,
    Chao Wang
    ,
    Jing Jiang
    ,
    Yan Peng
    , Guodong Long
  12. Distilling A Universal Expert from Clustered Federated Learning
    IJCAI 2025 ·
    Zeqi Leng
    ,
    Chunxu Zhang
    , Guodong Long,
    Riting Xia
    ,
    Bo Yang
  13. FL@FM-TheWebConf'25: International Workshop on Federated Foundation Models for the Web 2025
    WWW 2025 ·
    Irwin King
    , Guodong Long,
    Zenglin Xu
    ,
    Yifei Zhang
    ,
    Han Yu
  14. FedFree: Breaking Knowledge-sharing Barriers through Layer-wise Alignment in Heterogeneous Federated Learning
    NeurIPS 2025 ·
    Haizhou Du
    ,
    Yiran Xiang
    ,
    Yiwen Cai
    ,
    Xiufeng Liu
    ,
    Zonghan Wu
    ,
    Huan Huo
    , Guodong Long
  15. Federated Foundation Models on Heterogeneous Time Series
    AAAI 2025 ·
    Shengchao Chen
    , Guodong Long,
    Jing Jiang
    ,
    Chengqi Zhang
  16. Federated Intelligence in Web: A Tutorial
    WWW 2025 ·
    Peng Yan
    ,
    Shengchao Chen
    , Guodong Long
  17. Federated Low-Rank Adaptation for Foundation Models: A Survey
    IJCAI 2025 ·
    Yiyuan Yang
    , Guodong Long,
    Qinghua Lu
    ,
    Liming Zhu
    ,
    Jing Jiang
    ,
    Chengqi Zhang
  18. MedShort: Medicine Shortage Detection on Social Media with Privacy Preservation
    WWW 2025 ·
    Xueping Peng
    ,
    Peng Yan
    ,
    Tao Shen
    ,
    Ming Xie
    , Guodong Long
  19. Multifaceted User Modeling in Recommendation: A Federated Foundation Models Approach
    AAAI 2025 ·
    Chunxu Zhang
    , Guodong Long,
    Hongkuan Guo
    ,
    Zhaojie Liu
    ,
    Guorui Zhou
    ,
    Zijian Zhang
    ,
    Yang Liu
    ,
    Bo Yang
  20. Personalized Federated Collaborative Filtering: A Variational AutoEncoder Approach
    AAAI 2025 ·
    Zhiwei Li
    , Guodong Long,
    Tianyi Zhou
    ,
    Jing Jiang
    ,
    Chengqi Zhang
  21. Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025- 2 May 2025
    WWW 2025 · Guodong Long,
    Michale Blumestein
    ,
    Yi Chang
    ,
    Liane Lewin-Eytan
    ,
    Zi Helen Huang
    ,
    Elad Yom-Tov
  22. 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
  23. eBaaS: AIoT-Enabled eBike Battery-Swap as a Service for Last-Mile Delivery
    WWW 2025 ·
    Donghui Ding
    ,
    Zhao Li
    ,
    Jiarun Zhang
    ,
    Xuanwu Liu
    ,
    Ji Zhang
    ,
    Yuchen Li
    ,
    Peng Cai
    ,
    JianXun Liu
    , Guodong Long
  24. BADFSS: Backdoor Attacks on Federated Self-Supervised Learning
    IJCAI 2024 ·
    Jiale Zhang
    ,
    Chengcheng Zhu
    ,
    Di Wu
    ,
    Xiaobing Sun
    ,
    Jianming Yong
    , Guodong Long
  25. Boosting Patient Representation Learning via Graph Contrastive Learning
    ECML-PKDD 2024 ·
    Zhenhao Zhang
    ,
    Yuxi Liu
    ,
    Jiang Bian
    ,
    Antonio Jimeno-Yepes
    ,
    Jun Shen
    ,
    Fuyi Li
    , Guodong Long,
    Flora D. Salim
  26. Dual-Personalizing Adapter for Federated Foundation Models
    NeurIPS 2024 ·
    Yiyuan Yang
    , Guodong Long,
    Tao Shen
    ,
    Jing Jiang
    ,
    Michael Blumenstein
  27. Extractive Medical Entity Disambiguation with Memory Mechanism and Memorized Entity Information
    EMNLP 2024 ·
    Guobiao Zhang
    ,
    Xueping Peng
    ,
    Tao Shen
    , Guodong Long,
    Jiasheng Si
    ,
    Libo Qin
    ,
    Wenpeng Lu
  28. FL@FM-TheWebConf'24: International Workshop on Federated Foundation Models for the Web
    WWW 2024 ·
    Irwin King
    , Guodong Long,
    Zenglin Xu
    ,
    Han Yu
  29. Federated Adaptation for Foundation Model-based Recommendations
    IJCAI 2024 ·
    Chunxu Zhang
    , Guodong Long,
    Hongkuan Guo
    ,
    Xiao Fang
    ,
    Yang Song
    ,
    Zhaojie Liu
    ,
    Guorui Zhou
    ,
    Zijian Zhang
    ,
    Yang Liu
    ,
    Bo Yang
  30. Federated Prompt Learning for Weather Foundation Models on Devices
    IJCAI 2024 ·
    Shengchao Chen
    , Guodong Long,
    Tao Shen
    ,
    Jing Jiang
    ,
    Chengqi Zhang
  31. Federated Recommendation with Additive Personalization
    ICLR 2024 ·
    Zhiwei Li
    , Guodong Long,
    Tianyi Zhou
  32. Fine-Grained Distillation for Long Document Retrieval
    AAAI 2024 ·
    Yucheng Zhou
    ,
    Tao Shen
    ,
    Xiubo Geng
    ,
    Chongyang Tao
    ,
    Jianbing Shen
    , Guodong Long,
    Can Xu
    ,
    Daxin Jiang
  33. GPFedRec: Graph-Guided Personalization for Federated Recommendation
    SIGKDD 2024 ·
    Chunxu Zhang
    , Guodong Long,
    Tianyi Zhou
    ,
    Zijian Zhang
    ,
    Peng Yan
    ,
    Bo Yang
  34. Personalized Adapter for Large Meteorology Model on Devices: Towards Weather Foundation Models
    NeurIPS 2024 ·
    Shengchao Chen
    , Guodong Long,
    Jing Jiang
    ,
    Chengqi Zhang
  35. Re-Reading Improves Reasoning in Large Language Models
    EMNLP 2024 ·
    Xiaohan Xu
    ,
    Chongyang Tao
    ,
    Tao Shen
    ,
    Can Xu
    ,
    Hongbo Xu
    , Guodong Long,
    Jian-Guang Lou
    ,
    Shuai Ma
  36. Retrieval-Augmented Retrieval: Large Language Models are Strong Zero-Shot Retriever
    ACL 2024 ·
    Tao Shen
    , Guodong Long,
    Xiubo Geng
    ,
    Chongyang Tao
    ,
    Yibin Lei
    ,
    Tianyi Zhou
    ,
    Michael Blumenstein
    ,
    Daxin Jiang
  37. Synergistic Interplay between Search and Large Language Models for Information Retrieval
    ACL 2024 ·
    Jiazhan Feng
    ,
    Chongyang Tao
    ,
    Xiubo Geng
    ,
    Tao Shen
    ,
    Can Xu
    , Guodong Long,
    Dongyan Zhao
    ,
    Daxin Jiang
  38. The Rise of Federated Intelligence: From Federated Foundation Models Toward Collective Intelligence
    IJCAI 2024 · Guodong Long
  39. What Hides behind Unfairness? Exploring Dynamics Fairness in Reinforcement Learning
    IJCAI 2024 ·
    Zhihong Deng
    ,
    Jing Jiang
    , Guodong Long,
    Chengqi Zhang
  40. When Federated Recommendation Meets Cold-Start Problem: Separating Item Attributes and User Interactions
    WWW 2024 ·
    Chunxu Zhang
    , Guodong Long,
    Tianyi Zhou
    ,
    Zijian Zhang
    ,
    Peng Yan
    ,
    Bo Yang