publications

publications by categories in reversed chronological order. generated by jekyll-scholar.

2026

  1. When to Unpair: Regulating Pairing Dependence in Medical Visual In-Context Learning
    Cheng Wan, Chenjun Li, and Qingyu Zhao
    Under review, 2026
  2. PRISM-Bench: A Benchmark of Puzzle-Based Visual Tasks with CoT Error Detection
    Cheng Wan, Yusu Qian, and Qingyu Zhao
    NeurIPS 2026
  3. Anatomically Guided Latent Diffusion for Brain MRI Progression Modeling
    Cheng Wan, Bahram Jafrasteh, Ehsan Adeli, Miaomiao Zhang, and Qingyu Zhao
    IEEE Trans. on Medical Imaging (TMI)
  4. FlowMap-OPD: Rollout–Kernel Separation for On-Policy Distillation of Few-Step Flow-Map Generators
    Zhiqi Li, Cheng Wan, and Bo Zhu
    Under review, 2026
  5. LongCoref-AV: Benchmarking Audio-Visual Identity Coreference in Long-Form Video
    Zhexiao Xiong, Huijuan Huang, Philip Anastassiou, Cheng Wan, Jing Shi, Manuel Brack, Yuheng Li, Ajinkya Kale, and Nathan Jacobs
    Under review, 2026
  6. Synthetic Vasculature and Pathology Enhance Vision-Language Model Reasoning
    Chenjun Li, Cheng Wan, Laurin Lux, Alexander Berger, Richard B. Rosen, Martin J. Menten, and Johannes C. Paetzold
    MIDL 2026 (Spotlight)
  7. Unifying Active Learning and Semi-Supervised Learning for Medical Image Segmentation
    Bahram Jafrasteh, Cheng Wan, Heejong Kim, Johannes C. Paetzold, and Qingyu Zhao
    arXiv preprint, 2026
  8. Your Simulation Runs but Solves the Wrong Physics: PDE-Grounded Intent Verification for LLM-Generated Multiphysics Simulation Code
    Zhenghan Song, Yulong Liu, Cheng Wan, Chenjun Li, Lingfu Liu, Yunyi Li, and Congcong Yuan
    arXiv preprint, 2026
  9. MELD: Multi-Task Equilibrated Learning Detector for AI-Generated Text
    Chenjun Li, Cheng Wan, Haomiao Chen, and Johannes C. Paetzold
    arXiv preprint, 2026

2025

  1. WASABI: A Metric for Evaluating Morphometric Plausibility of Synthetic Brain MRIs
    Bahram Jafrasteh*, Wei Peng*, Cheng Wan, Yimin Luo, Ehsan Adeli, and Qingyu Zhao
    MICCAI 2025
  3. HyCTAS: Multi-Objective Hybrid Convolution-Transformer Architecture Search for Real-Time Image Segmentation
    Hongyuan Yu, Cheng Wan, Xiyang Dai, Mengchen Liu, Dongdong Chen, Bin Xiao, Yan Huang, Yuan Lu, and Liang Wang
    Neurocomputing 2025
  4. KindSleep: Knowledge-Informed Diagnosis of Obstructive Sleep Apnea from Oximetry
    Micky C. Nnamdi, Wenqi Shi, Cheng Wan, J. Ben Tamo, Benjamin M. Smith, Chad A. Purnell, and May Dongmei Wang
    ACM BCB 2025

2024

  1. Swift Parameter-free Attention Network for Efficient Super-Resolution
    Cheng Wan*, Hongyuan Yu*, Zhiqi Li*, Yihang Chen, Yajun Zou, Yuqing Liu, Xuanwu Yin, and Kunlong Zuo
    Oral & Winner Award @ NTIRE Workshop - CVPR 2024
  2. Advancing Sleep Disorder Diagnostics: A Transformer-based EEG Model for Sleep Stage Classification and OSA Prediction
    Cheng Wan, Micky C. Nnamdi, Wenqi Shi, Benjamin Smith, Chad Purnell, and May Dongmei Wang
    J-BHI 2024 (BHI Oral, 8% acceptance rate)
  3. ECG-LLM: Leveraging Large Language Models for Low-Quality ECG Signal Restoration
    Longfei Liu, Guosheng Cui, Cheng Wan, Dan Wu, and Ye Li
    BIBM 2024
  4. RITA: A Real-time Interactive Talking Avatars Framework
    Wuxinlin Cheng*, Cheng Wan*, Yupeng Cao*, and Sihan Chen*
    arXiv preprint, 2024
  5. Unveiling Linear Mode Connectivity of Re-basin from Neuron Distribution Perspective
    Zhiqi Li*, Zexi Li*, Mian Wu*, Cheng Wan*, and Chao Wu
    arXiv preprint, 2024

2023