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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

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Venues

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

Frequent coauthors

Chenglin Wang
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Hongji Yang
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Jiahao Yuan
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Xiang Li
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Lingran Song
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He Hu
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Zesheng Shi
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Dubing Chen
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Guanjie Chen
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Wei Tao
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Qian Li
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Zhixin Lai
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Papers

  1. Accelerating Training of Autoregressive Video Generation Models via Local Optimization with Representation Continuity
    ACL 2026 · Yucheng Zhou
  2. Compatibility-Aware Dynamic Fine-Tuning for Large Language Models
    ACL 2026 · Yucheng Zhou
  3. Kardia-R1: Unleashing LLMs to Reason toward Understanding and Empathy for Emotional Support via Rubric-as-Judge Reinforcement Learning
    WWW 2026 ·
    Jiahao Yuan
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  4. LLM Inductive Reasoning Through Multi-Agent Enhanced Monte Carlo Tree Search
    ACL 2026 ·
    Xiang Li
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  5. Less Is More: Vision Representation Compression for Efficient Video Generation with Large Language Models
    AAAI 2026 · Yucheng Zhou
  6. Multimodal Large Language Models for Multi-Subject In-Context Image Generation
    ACL 2026 · Yucheng Zhou
  7. Sim4Seg: Boosting Multimodal Multi-disease Medical Diagnosis Segmentation with Region-Aware Vision-Language Similarity Masks
    AAAI 2026 ·
    Lingran Song
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  8. TheraMind: A Strategic and Adaptive Agent for Longitudinal Psychological Counseling
    WWW 2026 ·
    He Hu
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  9. Alternate Geometric and Semantic Denoising Diffusion for Protein Inverse Folding
    ECML-PKDD 2025 ·
    Chenglin Wang
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  10. ComplexBench-Edit: Benchmarking Complex Instruction-Driven Image Editing via Compositional Dependencies
    ACM MM 2025 ·
    Chenglin Wang
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  11. DC-ControlNet: Decoupling Inter- and Intra-Element Conditions in Image Generation with Diffusion Models
    ICCV 2025 ·
    Hongji Yang
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  12. Improving Medical Large Vision-Language Models with Abnormal-Aware Feedback
    ACL 2025 · Yucheng Zhou
  13. MAM: Modular Multi-Agent Framework for Multi-Modal Medical Diagnosis via Role-Specialized Collaboration
    ACL 2025 · Yucheng Zhou
  14. Safety Alignment via Constrained Knowledge Unlearning
    ACL 2025 ·
    Zesheng Shi
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  15. Self-Rewarding Large Vision-Language Models for Optimizing Prompts in Text-to-Image Generation
    ACL 2025 ·
    Hongji Yang
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  16. Semantic Causality-Aware Vision-Based 3D Occupancy Prediction
    ICCV 2025 ·
    Dubing Chen
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  17. Towards Stabilized and Efficient Diffusion Transformers Through Long-Skip-Connections With Spectral Constraints
    ICCV 2025 ·
    Guanjie Chen
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  18. Weak to Strong Generalization for Large Language Models with Multi-capabilities
    ICLR 2025 · Yucheng Zhou
  19. Fine-Grained Distillation for Long Document Retrieval
    AAAI 2024 · Yucheng Zhou
  20. MAGIS: LLM-Based Multi-Agent Framework for GitHub Issue Resolution
    NeurIPS 2024 ·
    Wei Tao
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  21. Multi-Modal Inductive Framework for Text-Video Retrieval
    ACM MM 2024 ·
    Qian Li
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  22. Residual-based Language Models are Free Boosters for Biomedical Imaging Tasks
    CVPR 2024 ·
    Zhixin Lai
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  23. SURf: Teaching Large Vision-Language Models to Selectively Utilize Retrieved Information
    EMNLP 2024 ·
    Jiashuo Sun
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  24. Visual In-Context Learning for Large Vision-Language Models
    ACL 2024 · Yucheng Zhou