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Jiayi Chen

19 papers at tracked venues · 12 at CORE A* · active 2024–2026

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Venues

AAAI ×4IROS ×3CVPR ×2ICML ×2NeurIPS ×2ACL ×1EMNLP ×1HotOS ×1ICDM ×1ICLR ×1IJCAI ×1

Frequent coauthors

Yanbiao Ma
×3
Wei Dai
×3
Aidong Zhang
×3
Wenxuan Song
×2
Han Zhao
×2
Pengxiang Ding
×2
Donglin Wang
×2
Haoang Li
×2
Kuan Lok Zhou
×2
Siddharth Suresh
×2
Timothy T. Rogers
×2
Lalit K. Jain
×2

Papers

  1. Compositional Attribute Imbalance in Vision Datasets
    AAAI 2026 ·
    Yanbiao Ma
    , Jiayi Chen,
    Wei Dai
    ,
    Dong Zhao
    ,
    Zeyu Zhang
    ,
    Yuting Yang
    ,
    Bowei Liu
    ,
    Jiaxuan Zhao
    ,
    Andi Zhang
  2. MARS: A Meta-Adaptive Reinforcement Learning Framework for Risk-Aware Multi-Agent Portfolio Management
    AAAI 2026 · Jiayi Chen,
    Jing Li
    ,
    Guiling Wang
  3. ReconVLA: Reconstructive Vision-Language-Action Model as Effective Robot Perceiver
    AAAI 2026 ·
    Wenxuan Song
    ,
    Ziyang Zhou
    ,
    Han Zhao
    , Jiayi Chen,
    Pengxiang Ding
    ,
    Haodong Yan
    ,
    Yuxin Huang
    ,
    Feilong Tang
    ,
    Donglin Wang
    ,
    Haoang Li
  4. Bridging the Creativity Understanding Gap: Small-Scale Human Alignment Enables Expert-Level Humor Ranking in LLMs
    EMNLP 2025 ·
    Kuan Lok Zhou
    , Jiayi Chen,
    Siddharth Suresh
    ,
    Reuben Narad
    ,
    Timothy T. Rogers
    ,
    Lalit K. Jain
    ,
    Robert D. Nowak
    ,
    Bob Mankoff
    ,
    Jifan Zhang
  5. EvaLearn: Quantifying the Learning Capability and Efficiency of LLMs via Sequential Problem Solving
    NeurIPS 2025 ·
    Shihan Dou
    ,
    Ming Zhang
    ,
    Chenhao Huang
    , Jiayi Chen,
    Feng Chen
    ,
    Shichun Liu
    ,
    Yan Liu
    ,
    Chenxiao Liu
    ,
    Cheng Zhong
    ,
    Zongzhang Zhang
    ,
    Tao Gui
    ,
    Chao Xin
    ,
    Wei Chengzhi
    ,
    Lin Yan
    ,
    Qi Zhang
    ,
    Xuanjing Huang
  6. Geometric Knowledge-Guided Localized Global Distribution Alignment for Federated Learning
    CVPR 2025 ·
    Yanbiao Ma
    ,
    Wei Dai
    ,
    Wenke Huang
    , Jiayi Chen
  7. How I learned to stop worrying and love learned OS policies
    HotOS 2025 ·
    Divyanshu Saxena
    , Jiayi Chen,
    Sujay Yadalam
    ,
    Yeonju Ro
    ,
    Rohit Dwivedula
    ,
    Eric Hayden Campbell
    ,
    Aditya Akella
    ,
    Christopher J. Rossbach
    ,
    Michael Swift
  8. LifelongSkill: Toward Modality-Varying Lifelong Learning with Latent Knowledge Hypergraph
    ICDM 2025 · Jiayi Chen,
    Kishlay Jha
    ,
    Aidong Zhang
  9. Lost in the Context: Insufficient and Distracted Attention to Contexts in Preference Modeling
    ACL 2025 ·
    Shihan Dou
    , Jiayi Chen,
    Chenhao Huang
    ,
    Feng Chen
    ,
    Wei Chengzhi
    ,
    Huiyuan Zheng
    ,
    Shichun Liu
    ,
    Yan Liu
    ,
    Chenxiao Liu
    ,
    Chao Xin
    ,
    Lin Yan
    ,
    Zongzhang Zhang
    ,
    Tao Gui
    ,
    Qi Zhang
    ,
    Xuanjing Huang
  10. Opportunistic Collaborative Planning with Large Vision Model Guided Control and Joint Query-Service Optimization
    IROS 2025 · Jiayi Chen,
    Shuai Wang
    ,
    Guoliang Li
    ,
    Wei Xu
    ,
    Guangxu Zhu
    ,
    Derrick Wing Kwan Ng
    ,
    ChengZhong Xu
  11. PD-VLA: Accelerating Vision-Language-Action Model Integrated with Action Chunking via Parallel Decoding
    IROS 2025 ·
    Wenxuan Song
    , Jiayi Chen,
    Pengxiang Ding
    ,
    Han Zhao
    ,
    Wei Zhao
    ,
    Zhide Zhong
    ,
    Zongyuan Ge
    ,
    Zhijun Li
    ,
    Donglin Wang
    ,
    Lujia Wang
    ,
    Jun Ma
    ,
    Haoang Li
  12. Position: Iterative Online-Offline Joint Optimization is Needed to Manage Complex LLM Copyright Risks
    ICML 2025 ·
    Yanzhou Pan
    , Jiayi Chen,
    Jiamin Chen
    ,
    Zhaozhuo Xu
    ,
    Denghui Zhang
  13. PromptHash: Affinity-Prompted Collaborative Cross-Modal Learning for Adaptive Hashing Retrieval
    CVPR 2025 ·
    Qiang Zou
    ,
    Shuli Cheng
    , Jiayi Chen
  14. Pursuing Better Decision Boundaries for Long-Tailed Object Detection via Category Information Amount
    ICLR 2025 ·
    Yanbiao Ma
    ,
    Wei Dai
    , Jiayi Chen
  15. TagGuideBot: Enhancing Robot Intelligence with Object Tags and VLMs
    IROS 2025 · Jiayi Chen,
    Ying He
    ,
    F. Richard Yu
  16. Cross-Domain Few-Shot Semantic Segmentation via Doubly Matching Transformation
    IJCAI 2024 · Jiayi Chen,
    Rong Quan
    ,
    Jie Qin
  17. FedMBridge: Bridgeable Multimodal Federated Learning
    ICML 2024 · Jiayi Chen,
    Aidong Zhang
  18. Humor in AI: Massive Scale Crowd-Sourced Preferences and Benchmarks for Cartoon Captioning
    NeurIPS 2024 ·
    Jifan Zhang
    ,
    Lalit K. Jain
    ,
    Yang Guo
    , Jiayi Chen,
    Kuan Lok Zhou
    ,
    Siddharth Suresh
    ,
    Andrew Wagenmaker
    ,
    Scott Sievert
    ,
    Timothy T. Rogers
    ,
    Kevin Jamieson
    ,
    Bob Mankoff
    ,
    Robert Nowak
  19. On Disentanglement of Asymmetrical Knowledge Transfer for Modality-Task Agnostic Federated Learning
    AAAI 2024 · Jiayi Chen,
    Aidong Zhang