PPaperPicks

Lei Ma

13 papers at tracked venues · 10 at CORE A* · active 2024–2026

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Venues

MICCAI ×3NeurIPS ×3AAAI ×2SIGMOD ×2CVPR ×1ICDE ×1VLDB ×1

Frequent coauthors

Peter M. VanNostrand
×4
Dennis M. Hofmann
×4
Elke A. Rundensteiner
×4
Zhihao Wang
×3
Xiaowei Jia
×3
George C. Hurtt
×3
Zhili Li
×3
Yiqun Xie
×3
Lei Cao
×3
Ruohan Li
×2
Gengchen Mai
×2
Quan Shen
×1

Papers

  1. EcoDiffusion: Uncertainty-Aware Emulation of Ecosystem Processes with Conditional Diffusion for Long Sequences with Single-Step Initialization
    AAAI 2026 ·
    Ruohan Li
    ,
    Zhihao Wang
    ,
    Xiaowei Jia
    ,
    Gengchen Mai
    , Lei Ma,
    George C. Hurtt
    ,
    Quan Shen
    ,
    Zhili Li
    ,
    Yiqun Xie
  2. Krone: Hierarchical and Modular Log Anomaly Detection
    ICDE 2026 · Lei Ma,
    Jinyang Liu
    ,
    Tieying Zhang
    ,
    Peter M. VanNostrand
    ,
    Dennis M. Hofmann
    ,
    Lei Cao
    ,
    Elke A. Rundensteiner
    ,
    Jianjun Chen
  3. 3D Dynamic Prediction of Missing Teeth in Diverse Patterns via Centroid-Prompted Diffusion Model
    MICCAI 2025 ·
    Zongrui Ji
    ,
    Na Li
    ,
    Peng Xue
    ,
    Yi Dong
    , Lei Ma
  4. A Boundary-Aware Cold-Diffusion Model for Electron Microscopy Segmentation
    MICCAI 2025 ·
    Muge Qi
    ,
    Ruohua Shi
    ,
    Yu Cai
    ,
    Liuyuan He
    ,
    Wenyao Wang
    , Lei Ma
  5. Agree to Disagree: Robust Anomaly Detection with Noisy Labels
    SIGMOD 2025 ·
    Dennis M. Hofmann
    ,
    Peter M. VanNostrand
    , Lei Ma,
    Huayi Zhang
    ,
    Joshua DeOliveira
    ,
    Lei Cao
    ,
    Elke A. Rundensteiner
  6. CarbonGlobe: A Global-Scale, Multi-Decade Dataset and Benchmark for Carbon Forecasting in Forest Ecosystems
    NeurIPS 2025 ·
    Zhihao Wang
    , Lei Ma,
    George C. Hurtt
    ,
    Xiaowei Jia
    ,
    Yanhua Li
    ,
    Ruohan Li
    ,
    Zhili Li
    ,
    Shuo Xu
    ,
    Yiqun Xie
  7. CodeHalu: Investigating Code Hallucinations in LLMs via Execution-based Verification
    AAAI 2025 ·
    Yuchen Tian
    ,
    Weixiang Yan
    ,
    Qian Yang
    ,
    Xuandong Zhao
    ,
    Qian Chen
    ,
    Wen Wang
    ,
    Ziyang Luo
    , Lei Ma,
    Dawn Song
  8. DETree: DEtecting Human-AI Collaborative Texts via Tree-Structured Hierarchical Representation Learning
    NeurIPS 2025 ·
    Yongxin He
    ,
    Shan Zhang
    ,
    Yixuan Cao
    , Lei Ma,
    Ping Luo
  9. TreeFinder: A US-Scale Benchmark Dataset for Individual Tree Mortality Monitoring Using High-Resolution Aerial Imagery
    NeurIPS 2025 ·
    Zhihao Wang
    ,
    Cooper Li
    ,
    Ruichen Wang
    , Lei Ma,
    George C. Hurtt
    ,
    Xiaowei Jia
    ,
    Gengchen Mai
    ,
    Zhili Li
    ,
    Yiqun Xie
  10. VisNet: A Human Visual System Inspired Lightweight Dual-Path Network for Medical Images DenoisingYue, HailinKuang, HulinMa, LeiLiu, JinLi, JunjianCheng, JianhongWang, Jianxin
    MICCAI 2025 ·
    Hailin Yue
    ,
    Hulin Kuang
    , Lei Ma,
    Jin Liu
    ,
    Junjian Li
    ,
    Jianhong Cheng
    ,
    Jianxin Wang
  11. Counterfactual Explanation Analytics: Empowering Lay Users to Take Action Against Consequential Automated Decisions
    VLDB 2024 ·
    Peter M. VanNostrand
    ,
    Dennis M. Hofmann
    , Lei Ma,
    Belisha Genin
    ,
    Randy Huang
    ,
    Elke A. Rundensteiner
  12. DSTCFuse: A Method based on Dual-cycled Cross-awareness of Structure Tensor for Semantic Segmentation via Infrared and Visible Image Fusion
    CVPR 2024 ·
    Xuan Li
    ,
    Rongfu Chen
    ,
    Jie Wang
    , Lei Ma,
    Li Cheng
    ,
    Haiwen Yuan
  13. Pluto: Sample Selection for Robust Anomaly Detection on Polluted Log Data
    SIGMOD 2024 · Lei Ma,
    Lei Cao
    ,
    Peter M. VanNostrand
    ,
    Dennis M. Hofmann
    ,
    Yao Su
    ,
    Elke A. Rundensteiner