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Yuan Cheng

20 papers at tracked venues · 17 at CORE A* · active 2024–2026

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Venues

AAAI ×4ICCV ×4ICLR ×2ICML ×2NeurIPS ×2SIGKDD ×2AISTATS ×1EMNLP ×1MICCAI ×1SIGIR ×1

Frequent coauthors

Yuan Qi
×12
Chen Jiang
×6
Xin Guo
×5
Yichi Zhang
×4
Limei Han
×4
Tan Pan
×4
Xiaoyu Tan
×4
Xihe Qiu
×4
Wei Chu
×4
Yinghui Xu
×4
Yuchen Liu
×3
Hongwei Zhang
×3

Papers

  1. PET2Rep: Towards Vision-Language Model-Drived Automated Radiology Report Generation for Positron Emission Tomography
    AAAI 2026 ·
    Yichi Zhang
    ,
    Wenbo Zhang
    ,
    Zehui Ling
    ,
    Gang Feng
    ,
    Sisi Peng
    ,
    Deshu Chen
    ,
    Yuchen Liu
    ,
    Hongwei Zhang
    ,
    Shuqi Wang
    ,
    Lanlan Li
    ,
    Limei Han
    , Yuan Cheng,
    Zixin Hu
    ,
    Yuan Qi
    ,
    Le Xue
  2. Structure-based RNA Design by Step-wise Optimization of Latent Diffusion Model
    AAAI 2026 ·
    Qi Si
    ,
    Xuyang Liu
    ,
    Penglei Wang
    ,
    Xin Guo
    ,
    Yuan Qi
    , Yuan Cheng
  3. Tracing the Heart's Pathways: ECG Representation Learning from a Cardiac Conduction Perspective
    AAAI 2026 ·
    Tan Pan
    ,
    Yixuan Sun
    ,
    Chen Jiang
    ,
    Qiong Gao
    ,
    Rui Sun
    ,
    Xingmeng Zhang
    ,
    Zhenqi Yang
    ,
    Limei Han
    ,
    Yixiu Liang
    , Yuan Cheng,
    Kaiyu Guo
  4. ChromFound: Towards A Universal Foundation Model for Single-Cell Chromatin Accessibiltiy Data
    NeurIPS 2025 ·
    Yifeng Jiao
    ,
    Yuchen Liu
    ,
    Yu Zhang
    ,
    Xin Guo
    ,
    Yushuai Wu
    ,
    Chen Jiang
    ,
    Jiyang Li
    ,
    Hongwei Zhang
    ,
    Limei Han
    ,
    Xin Gao
    ,
    Yuan Qi
    , Yuan Cheng
  5. Efficient Network Automatic Relevance Determination
    ICML 2025 ·
    Hongwei Zhang
    ,
    Ziqi Ye
    ,
    Xinyuan Wang
    ,
    Xin Guo
    ,
    Zenglin Xu
    , Yuan Cheng,
    Zixin Hu
    ,
    Yuan Qi
  6. Enhancing the Reliability of Auto-Prompting SAM for Medical Image Segmentation with Uncertainty Estimation and Rectification
    ICCV 2025 ·
    Yichi Zhang
    ,
    Shiyao Hu
    ,
    Le Xue
    ,
    Sijie Ren
    ,
    Zixin Hu
    , Yuan Cheng,
    Yuan Qi
  7. Minimal Semantic Sufficiency Meets Unsupervised Domain Generalization
    NeurIPS 2025 ·
    Tan Pan
    ,
    Kaiyu Guo
    ,
    Dongli Xu
    ,
    Zhaorui Tan
    ,
    Chen Jiang
    ,
    Deshu Chen
    ,
    Xin Guo
    ,
    Brian C. Lovell
    ,
    Limei Han
    , Yuan Cheng,
    Mahsa Baktashmotlagh
  8. OSTQuant: Refining Large Language Model Quantization with Orthogonal and Scaling Transformations for Better Distribution Fitting
    ICLR 2025 ·
    Xing Hu
    , Yuan Cheng,
    Dawei Yang
    ,
    Zhixuan Chen
    ,
    Zukang Xu
    ,
    Jiangyong Yu
    ,
    Chen Xu
    ,
    Zhihang Yuan
    ,
    Zhe Jiang
    ,
    Sifan Zhou
  9. Pushing the Limits of BFP on Narrow Precision LLM Inference
    AAAI 2025 ·
    Hui Wang
    , Yuan Cheng,
    Xiaomeng Han
    ,
    Zhengpeng Zhao
    ,
    Dawei Yang
    ,
    Zhe Jiang
  10. SegAnyPET: Universal Promptable Segmentation from Positron Emission Tomography Images
    ICCV 2025 ·
    Yichi Zhang
    ,
    Le Xue
    ,
    Wenbo Zhang
    ,
    Lanlan Li
    ,
    Yuchen Liu
    ,
    Chen Jiang
    , Yuan Cheng,
    Yuan Qi
  11. Struct-X: Enhancing the Reasoning Capabilities of Large Language Models in Structured Data Scenarios
    SIGKDD 2025 ·
    Xiaoyu Tan
    ,
    Haoyu Wang
    ,
    Xihe Qiu
    ,
    Leijun Cheng
    , Yuan Cheng,
    Wei Chu
    ,
    Yinghui Xu
    ,
    Yuan Qi
  12. Structure-Aware Semantic Discrepancy and Consistency for 3D Medical Image Self-Supervised Learning
    ICCV 2025 ·
    Tan Pan
    ,
    Zhaorui Tan
    ,
    Kaiyu Guo
    ,
    Dongli Xu
    ,
    Weidi Xu
    ,
    Chen Jiang
    ,
    Xin Guo
    ,
    Yuan Qi
    , Yuan Cheng
  13. Towards a Universal 3D Medical Multi-Modality Generalization via Learning Personalized Invariant Representation
    ICCV 2025 ·
    Zhaorui Tan
    ,
    Xi Yang
    ,
    Tan Pan
    ,
    Tianyi Liu
    ,
    Chen Jiang
    ,
    Xin Guo
    ,
    Qiufeng Wang
    ,
    Anh Nguyen
    ,
    Yuan Qi
    ,
    Kaizhu Huang
    , Yuan Cheng
  14. Enhancing Personalized Headline Generation via Offline Goal-conditioned Reinforcement Learning with Large Language Models
    SIGKDD 2024 ·
    Xiaoyu Tan
    ,
    Leijun Cheng
    ,
    Xihe Qiu
    ,
    Shaojie Shi
    , Yuan Cheng,
    Wei Chu
    ,
    Yinghui Xu
    ,
    Yuan Qi
  15. Enhancing Task Performance in Continual Instruction Fine-tuning Through Format Uniformity
    SIGIR 2024 ·
    Xiaoyu Tan
    ,
    Leijun Cheng
    ,
    Xihe Qiu
    ,
    Shaojie Shi
    , Yuan Cheng,
    Wei Chu
    ,
    Yinghui Xu
    ,
    Yuan Qi
  16. Exploring CNN and Transformer Architectures for Multi-class Bi-Atrial Segmentation from Late Gadolinium-Enhanced MRI
    MICCAI 2024 ·
    Yichi Zhang
    , Yuan Cheng,
    Yuan Qi
  17. In-context Convergence of Transformers
    ICML 2024 ·
    Yu Huang
    , Yuan Cheng,
    Yingbin Liang
  18. Provable Benefits of Multi-task RL under Non-Markovian Decision Making Processes
    ICLR 2024 ·
    Ruiquan Huang
    , Yuan Cheng,
    Jing Yang
    ,
    Vincent Tan
    ,
    Yingbin Liang
  19. Sample Complexity Characterization for Linear Contextual MDPs
    AISTATS 2024 ·
    Junze Deng
    , Yuan Cheng,
    Shaofeng Zou
    ,
    Yingbin Liang
  20. ULMR: Unlearning Large Language Models via Negative Response and Model Parameter Average
    EMNLP 2024 ·
    Shaojie Shi
    ,
    Xiaoyu Tan
    ,
    Xihe Qiu
    ,
    Chao Qu
    ,
    Kexin Nie
    , Yuan Cheng,
    Wei Chu
    ,
    Yinghui Xu
    ,
    Yuan Qi