PPaperPicks

Yucheng Zhou

University of Macau, State Key Laboratory of Internet of Things for Smart City (SKL-IOTSC), Macau

24 papers at tracked venues · 22 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0009-0006-9883-5621 ↗Google Scholar ↗Homepage ↗

Venues

ACL ×9AAAI ×3ICCV ×3ACM MM ×2WWW ×2CVPR ×1ECML-PKDD ×1EMNLP ×1ICLR ×1NeurIPS ×1

Frequent coauthors

Jianbing Shen
×14
Yu Cheng
×5
Qianning Wang
×4
Lingran Song
×3
Xiang Li
×2
Zesheng Shi
×2
Fangming Liu
×2
Jing Li
×2
Jihai Zhang
×2
Guanjie Chen
×2
Dubing Chen
×2
Huan Zheng
×2

Papers

  1. Accelerating Training of Autoregressive Video Generation Models via Local Optimization with Representation Continuity
    ACL 2026 · Yucheng Zhou,
    Jianbing Shen
  2. Compatibility-Aware Dynamic Fine-Tuning for Large Language Models
    ACL 2026 · Yucheng Zhou,
    Junwei Sheng
    ,
    Qianning Wang
    ,
    Jianbing Shen
  3. Kardia-R1: Unleashing LLMs to Reason toward Understanding and Empathy for Emotional Support via Rubric-as-Judge Reinforcement Learning
    WWW 2026 ·
    Jiahao Yuan
    ,
    Zhiqing Cui
    ,
    Hanqing Wang
    ,
    Yuansheng Gao
    , Yucheng Zhou,
    Usman Naseem
  4. LLM Inductive Reasoning Through Multi-Agent Enhanced Monte Carlo Tree Search
    ACL 2026 ·
    Xiang Li
    , Yucheng Zhou,
    Xiangzhi Wei
    ,
    Zesheng Shi
    ,
    Haiyuan Wan
    ,
    Yifan Gong
    ,
    Fangming Liu
    ,
    Jing Li
  5. Less Is More: Vision Representation Compression for Efficient Video Generation with Large Language Models
    AAAI 2026 · Yucheng Zhou,
    Jihai Zhang
    ,
    Guanjie Chen
    ,
    Jianbing Shen
    ,
    Yu Cheng
  6. Multimodal Large Language Models for Multi-Subject In-Context Image Generation
    ACL 2026 · Yucheng Zhou,
    Dubing Chen
    ,
    Huan Zheng
    ,
    Jianbing Shen
  7. Sim4Seg: Boosting Multimodal Multi-disease Medical Diagnosis Segmentation with Region-Aware Vision-Language Similarity Masks
    AAAI 2026 ·
    Lingran Song
    , Yucheng Zhou,
    Jianbing Shen
  8. TheraMind: A Strategic and Adaptive Agent for Longitudinal Psychological Counseling
    WWW 2026 ·
    He Hu
    ,
    Chiyuan Ma
    ,
    Qianning Wang
    ,
    Lin Liu
    , Yucheng Zhou,
    Laizhong Cui
    ,
    Fei Ma
    ,
    Qi Tian
  9. Alternate Geometric and Semantic Denoising Diffusion for Protein Inverse Folding
    ECML-PKDD 2025 ·
    Chenglin Wang
    , Yucheng Zhou,
    Zhe Wang
    ,
    Zijie Zhai
    ,
    Jianbing Shen
    ,
    Kai Zhang
  10. ComplexBench-Edit: Benchmarking Complex Instruction-Driven Image Editing via Compositional Dependencies
    ACM MM 2025 ·
    Chenglin Wang
    , Yucheng Zhou,
    Qianning Wang
    ,
    Zhe Wang
    ,
    Kai Zhang
  11. DC-ControlNet: Decoupling Inter- and Intra-Element Conditions in Image Generation with Diffusion Models
    ICCV 2025 ·
    Hongji Yang
    ,
    Wencheng Han
    , Yucheng Zhou,
    Jianbing Shen
  12. Improving Medical Large Vision-Language Models with Abnormal-Aware Feedback
    ACL 2025 · Yucheng Zhou,
    Lingran Song
    ,
    Jianbing Shen
  13. MAM: Modular Multi-Agent Framework for Multi-Modal Medical Diagnosis via Role-Specialized Collaboration
    ACL 2025 · Yucheng Zhou,
    Lingran Song
    ,
    Jianbing Shen
  14. Safety Alignment via Constrained Knowledge Unlearning
    ACL 2025 ·
    Zesheng Shi
    , Yucheng Zhou,
    Jing Li
    ,
    Yuxin Jin
    ,
    Yu Li
    ,
    Daojing He
    ,
    Fangming Liu
    ,
    Saleh Alharbi
    ,
    Jun Yu
    ,
    Min Zhang
  15. Self-Rewarding Large Vision-Language Models for Optimizing Prompts in Text-to-Image Generation
    ACL 2025 ·
    Hongji Yang
    , Yucheng Zhou,
    Wencheng Han
    ,
    Jianbing Shen
  16. Semantic Causality-Aware Vision-Based 3D Occupancy Prediction
    ICCV 2025 ·
    Dubing Chen
    ,
    Huan Zheng
    , Yucheng Zhou,
    Xianfei Li
    ,
    Wenlong Liao
    ,
    Tao He
    ,
    Pai Peng
    ,
    Jianbing Shen
  17. Towards Stabilized and Efficient Diffusion Transformers Through Long-Skip-Connections With Spectral Constraints
    ICCV 2025 ·
    Guanjie Chen
    ,
    Xinyu Zhao
    , Yucheng Zhou,
    Xiaoye Qu
    ,
    Tianlong Chen
    ,
    Yu Cheng
  18. Weak to Strong Generalization for Large Language Models with Multi-capabilities
    ICLR 2025 · Yucheng Zhou,
    Jianbing Shen
    ,
    Yu Cheng
  19. Fine-Grained Distillation for Long Document Retrieval
    AAAI 2024 · Yucheng Zhou,
    Tao Shen
    ,
    Xiubo Geng
    ,
    Chongyang Tao
    ,
    Jianbing Shen
    ,
    Guodong Long
    ,
    Can Xu
    ,
    Daxin Jiang
  20. MAGIS: LLM-Based Multi-Agent Framework for GitHub Issue Resolution
    NeurIPS 2024 ·
    Wei Tao
    , Yucheng Zhou,
    Yanlin Wang
    ,
    Wenqiang Zhang
    ,
    Hongyu Zhang
    ,
    Yu Cheng
  21. Multi-Modal Inductive Framework for Text-Video Retrieval
    ACM MM 2024 ·
    Qian Li
    , Yucheng Zhou,
    Cheng Ji
    ,
    Feihong Lu
    ,
    Jianian Gong
    ,
    Shangguang Wang
    ,
    Jianxin Li
  22. Residual-based Language Models are Free Boosters for Biomedical Imaging Tasks
    CVPR 2024 ·
    Zhixin Lai
    ,
    Jing Wu
    ,
    Suiyao Chen
    , Yucheng Zhou,
    Naira Hovakimyan
  23. SURf: Teaching Large Vision-Language Models to Selectively Utilize Retrieved Information
    EMNLP 2024 ·
    Jiashuo Sun
    ,
    Jihai Zhang
    , Yucheng Zhou,
    Zhaochen Su
    ,
    Xiaoye Qu
    ,
    Yu Cheng
  24. Visual In-Context Learning for Large Vision-Language Models
    ACL 2024 · Yucheng Zhou,
    Xiang Li
    ,
    Qianning Wang
    ,
    Jianbing Shen