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Kaixin Ma

13 papers at tracked venues · 6 at CORE A* · active 2024–2026

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Venues

EMNLP ×5ACL ×2ICLR ×2AAAI ×1EACL ×1NAACL ×1NeurIPS ×1

Frequent coauthors

Hongming Zhang
×11
Dong Yu
×11
Wenhao Yu
×10
Tianqing Fang
×4
Xiaoman Pan
×3
Wenlin Yao
×3
Zhisong Zhang
×2
Haitao Mi
×2
Yifan Jiang
×2
Filip Ilievski
×2
Hongwei Wang
×2
Hongliang He
×2

Papers

  1. WebRollback: Enhancing Web Agents with Explicit Rollback Mechanisms
    EACL 2026 ·
    Zhisong Zhang
    ,
    Tianqing Fang
    , Kaixin Ma,
    Wenhao Yu
    ,
    Hongming Zhang
    ,
    Haitao Mi
    ,
    Dong Yu
  2. COLUMBUS: Evaluating COgnitive Lateral Understanding Through Multiple-Choice reBUSes
    AAAI 2025 ·
    Koen Kraaijveld
    ,
    Yifan Jiang
    , Kaixin Ma,
    Filip Ilievski
  3. Cognitive Kernel: An Open-source Agent System towards Generalist Autopilots
    NAACL 2025 ·
    Hongming Zhang
    ,
    Xiaoman Pan
    ,
    Hongwei Wang
    , Kaixin Ma,
    Wenhao Yu
    ,
    Dong Yu
  4. DSBench: How Far Are Data Science Agents from Becoming Data Science Experts?
    ICLR 2025 ·
    Liqiang Jing
    ,
    Zhehui Huang
    ,
    Xiaoyang Wang
    ,
    Wenlin Yao
    ,
    Wenhao Yu
    , Kaixin Ma,
    Hongming Zhang
    ,
    Xinya Du
    ,
    Dong Yu
  5. DivScene: Towards Open-Vocabulary Object Navigation with Large Vision Language Models in Diverse Scenes
    EMNLP 2025 ·
    Zhaowei Wang
    ,
    Hongming Zhang
    ,
    Tianqing Fang
    ,
    Ye Tian
    ,
    Yue Yang
    , Kaixin Ma,
    Xiaoman Pan
    ,
    Yangqiu Song
    ,
    Dong Yu
  6. OpenWebVoyager: Building Multimodal Web Agents via Iterative Real-World Exploration, Feedback and Optimization
    ACL 2025 ·
    Hongliang He
    ,
    Wenlin Yao
    , Kaixin Ma,
    Wenhao Yu
    ,
    Hongming Zhang
    ,
    Tianqing Fang
    ,
    Zhenzhong Lan
    ,
    Dong Yu
  7. RepoGraph: Enhancing AI Software Engineering with Repository-level Code Graph
    ICLR 2025 ·
    Siru Ouyang
    ,
    Wenhao Yu
    , Kaixin Ma,
    Zilin Xiao
    ,
    Zhihan Zhang
    ,
    Mengzhao Jia
    ,
    Jiawei Han
    ,
    Hongming Zhang
    ,
    Dong Yu
  8. Retrieval-augmented GUI Agents with Generative Guidelines
    EMNLP 2025 ·
    Ran Xu
    , Kaixin Ma,
    Wenhao Yu
    ,
    Hongming Zhang
    ,
    Joyce C. Ho
    ,
    Carl Yang
    ,
    Dong Yu
  9. WebEvolver: Enhancing Web Agent Self-Improvement with Co-evolving World Model
    EMNLP 2025 ·
    Tianqing Fang
    ,
    Hongming Zhang
    ,
    Zhisong Zhang
    , Kaixin Ma,
    Wenhao Yu
    ,
    Haitao Mi
    ,
    Dong Yu
  10. Chain-of-Note: Enhancing Robustness in Retrieval-Augmented Language Models
    EMNLP 2024 ·
    Wenhao Yu
    ,
    Hongming Zhang
    ,
    Xiaoman Pan
    ,
    Peixin Cao
    , Kaixin Ma,
    Jian Li
    ,
    Hongwei Wang
    ,
    Dong Yu
  11. Dense X Retrieval: What Retrieval Granularity Should We Use?
    EMNLP 2024 ·
    Tong Chen
    ,
    Hongwei Wang
    ,
    Sihao Chen
    ,
    Wenhao Yu
    , Kaixin Ma,
    Xinran Zhao
    ,
    Hongming Zhang
    ,
    Dong Yu
  12. MARVEL: Multidimensional Abstraction and Reasoning through Visual Evaluation and Learning
    NeurIPS 2024 ·
    Yifan Jiang
    ,
    Jiarui Zhang
    ,
    Kexuan Sun
    ,
    Zhivar Sourati
    ,
    Kian Ahrabian
    , Kaixin Ma,
    Filip Ilievski
    ,
    Jay Pujara
  13. WebVoyager: Building an End-to-End Web Agent with Large Multimodal Models
    ACL 2024 ·
    Hongliang He
    ,
    Wenlin Yao
    , Kaixin Ma,
    Wenhao Yu
    ,
    Yong Dai
    ,
    Hongming Zhang
    ,
    Zhenzhong Lan
    ,
    Dong Yu