PPaperPicks

Jie Ma

10 papers at tracked venues · 8 at CORE A* · active 2024–2025

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Venues

NeurIPS ×3AAAI ×2ICML ×2IJCAI ×2WWW ×1

Frequent coauthors

Jun Liu
×6
Pinghui Wang
×6
Hongbin Pei
×6
Jing Tao
×5
Lingyun Song
×5
Huiqi Deng
×3
Xiaohong Guan
×3
Muye Huang
×2
Lingling Zhang
×2
Han Lai
×2
Wenjun Wu
×2
Zhitao Gao
×2

Papers

  1. ChartSketcher: Reasoning with Multimodal Feedback and Reflection for Chart Understanding
    NeurIPS 2025 ·
    Muye Huang
    ,
    Lingling Zhang
    , Jie Ma,
    Han Lai
    ,
    Fangzhi Xu
    ,
    Yifei Li
    ,
    Wenjun Wu
    ,
    Yaqiang Wu
    ,
    Jun Liu
  2. Debate on Graph: A Flexible and Reliable Reasoning Framework for Large Language Models
    AAAI 2025 · Jie Ma,
    Zhitao Gao
    ,
    Qi Chai
    ,
    Wangchun Sun
    ,
    Pinghui Wang
    ,
    Hongbin Pei
    ,
    Jing Tao
    ,
    Lingyun Song
    ,
    Jun Liu
    ,
    Chen Zhang
    ,
    Lizhen Cui
  3. Deliberation on Priors: Trustworthy Reasoning of Large Language Models on Knowledge Graphs
    NeurIPS 2025 · Jie Ma,
    Ning Qu
    ,
    Zhitao Gao
    ,
    Rui Xing
    ,
    Jun Liu
    ,
    Hongbin Pei
    ,
    Jiang Xie
    ,
    Lingyun Song
    ,
    Pinghui Wang
    ,
    Jing Tao
    ,
    Zhou Su
  4. EvoChart: A Benchmark and a Self-Training Approach Towards Real-World Chart Understanding
    AAAI 2025 ·
    Muye Huang
    ,
    Han Lai
    ,
    Xinyu Zhang
    ,
    Wenjun Wu
    , Jie Ma,
    Lingling Zhang
    ,
    Jun Liu
  5. Metapath and Hypergraph Structure-based Multi-Channel Graph Contrastive Learning for Student Performance Prediction
    IJCAI 2025 ·
    Lingyun Song
    ,
    Xiaofan Sun
    ,
    Xinbiao Gan
    ,
    Yudai Pan
    ,
    Xiaolin Han
    , Jie Ma,
    Jun Liu
    ,
    Xuequn Shang
  6. Multi-Scale Temporal Neural Network for Stock Trend Prediction Enhanced by Temporal Hyepredge Learning
    IJCAI 2025 ·
    Lingyun Song
    ,
    Haodong Li
    ,
    Siyu Chen
    ,
    Xinbiao Gan
    ,
    Binze Shi
    , Jie Ma,
    Yudai Pan
    ,
    Xiaoqi Wang
    ,
    Xuequn Shang
  7. Non-Stationary Predictions May Be More Informative: Exploring Pseudo-Labels with a Two-Phase Pattern of Training Dynamics
    ICML 2025 ·
    Hongbin Pei
    ,
    Jingxin Hai
    ,
    Yu Li
    ,
    Huiqi Deng
    ,
    Denghao Ma
    , Jie Ma,
    Pinghui Wang
    ,
    Jing Tao
    ,
    Xiaohong Guan
  8. Look, Listen, and Answer: Overcoming Biases for Audio-Visual Question Answering
    NeurIPS 2024 · Jie Ma,
    Min Hu
    ,
    Pinghui Wang
    ,
    Wangchun Sun
    ,
    Lingyun Song
    ,
    Hongbin Pei
    ,
    Jun Liu
    ,
    Youtian Du
  9. Memory Disagreement: A Pseudo-Labeling Measure from Training Dynamics for Semi-supervised Graph Learning
    WWW 2024 ·
    Hongbin Pei
    ,
    Yuheng Xiong
    ,
    Pinghui Wang
    ,
    Jing Tao
    ,
    Jialun Liu
    ,
    Huiqi Deng
    , Jie Ma,
    Xiaohong Guan
  10. Multi-Track Message Passing: Tackling Oversmoothing and Oversquashing in Graph Learning via Preventing Heterophily Mixing
    ICML 2024 ·
    Hongbin Pei
    ,
    Yu Li
    ,
    Huiqi Deng
    ,
    Jingxin Hai
    ,
    Pinghui Wang
    , Jie Ma,
    Jing Tao
    ,
    Yuheng Xiong
    ,
    Xiaohong Guan