Jiaya Jia

Venues

Frequent coauthors

Papers

1. SearchGym: Bootstrapping Real-World Search Agents via Cost-Effective and High-Fidelity Environment Simulation
   ACL 2026 ·

   Xichen Zhang

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2. TRAC: Teacher-Guided Token Reward with Adaptive Calibration for Robust Policy Optimization
   ACL 2026 ·

   Sitong Wu

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3. TraveLLaMA: A Multimodal Travel Assistant with Large-Scale Dataset and Structured Reasoning
   AAAI 2026 ·

   Meng Chu

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4. DLoFT: Gradient-Decoupled Fine-Tuning for Generalizable Long Chain-of-Thought Reasoning
   NeurIPS 2025 ·

   Sitong Wu

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5. Does Your Vision-Language Model Get Lost in the Long Video Sampling Dilemma?
   ICCV 2025 ·

   Tianyuan Qu

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6. DreamOmni: Unified Image Generation and Editing
   CVPR 2025 ·

   Bin Xia

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7. Enhancing LLM Knowledge Learning through Generalization
   EMNLP 2025 ·

   Mingkang Zhu

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8. GRADEO: Towards Human-Like Evaluation for Text-to-Video Generation via Multi-Step Reasoning
   ICML 2025 ·

   Zhun Mou

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9. Generative Video Propagation
   CVPR 2025 ·

   Shaoteng Liu

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10. LYRA: An Efficient and Speech-Centric Framework for Omni-Cognition
    ICCV 2025 ·

    Zhisheng Zhong

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11. Logits-Based Finetuning
    EMNLP 2025 ·

    Jingyao Li

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12. MR-GSM8K: A Meta-Reasoning Benchmark for Large Language Model Evaluation
    ICLR 2025 ·

    Zhongshen Zeng

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13. MagicMirror: ID-Preserved Video Generation in Video Diffusion Transformers
    ICCV 2025 ·

    Yuechen Zhang

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14. Mixture-of-Scores: Robust Image-Text Data Valuation via Three Lines of Code
    ICCV 2025 ·

    Sitong Wu

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15. TGDPO: Harnessing Token-Level Reward Guidance for Enhancing Direct Preference Optimization
    ICML 2025 ·

    Mingkang Zhu

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16. Training-Free Efficient Video Generation via Dynamic Token Carving
    NeurIPS 2025 ·

    Yuechen Zhang

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17. VisionThink: Smart and Efficient Vision Language Model via Reinforcement Learning
    NeurIPS 2025 ·

    Senqiao Yang

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18. VisionZip: Longer is Better but Not Necessary in Vision Language Models
    CVPR 2025 ·

    Senqiao Yang

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19. GroupContrast: Semantic-Aware Self-Supervised Representation Learning for 3D Understanding
    CVPR 2024 ·

    Chengyao Wang

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20. LISA: Reasoning Segmentation via Large Language Model
    CVPR 2024 ·

    Xin Lai

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21. LLMGA: Multimodal Large Language Model Based Generation Assistant
    ECCV 2024 ·

    Bin Xia

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22. LLaMA-VID: An Image is Worth 2 Tokens in Large Language Models
    ECCV 2024 ·

    Yanwei Li

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23. LogoSticker: Inserting Logos Into Diffusion Models for Customized Generation
    ECCV 2024 ·

    Mingkang Zhu

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24. LongLoRA: Efficient Fine-tuning of Long-Context Large Language Models
    ICLR 2024 ·

    Yukang Chen

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25. MR-Ben: A Meta-Reasoning Benchmark for Evaluating System-2 Thinking in LLMs
    NeurIPS 2024 ·

    Zhongshen Zeng

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26. Mind the Interference: Retaining Pre-trained Knowledge in Parameter Efficient Continual Learning of Vision-Language Models
    ECCV 2024 ·

    Longxiang Tang

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27. OA-CNNs: Omni-Adaptive Sparse CNNs for 3D Semantic Segmentation
    CVPR 2024 ·

    Bohao Peng

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28. Prompt Highlighter: Interactive Control for Multi-Modal LLMs
    CVPR 2024 ·

    Yuechen Zhang

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29. RL-GPT: Integrating Reinforcement Learning and Code-as-policy
    NeurIPS 2024 ·

    Shaoteng Liu

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30. SaCo Loss: Sample-Wise Affinity Consistency for Vision-Language Pre-Training
    CVPR 2024 ·

    Sitong Wu

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31. Scalable Language Model with Generalized Continual Learning
    ICLR 2024 ·

    Bohao Peng

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32. Unified Language-Driven Zero-Shot Domain Adaptation
    CVPR 2024 ·

    Senqiao Yang

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33. Video-P2P: Video Editing with Cross-Attention Control
    CVPR 2024 ·

    Shaoteng Liu

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