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Jinfa Huang

12 papers at tracked venues · 10 at CORE A* · active 2024–2026

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Venues

ICLR ×3NeurIPS ×3AAAI ×2EMNLP ×2ACL ×1CVPR ×1

Frequent coauthors

Jiebo Luo
×6
Li Yuan
×5
Shaofeng Zhang
×3
Shenghai Yuan
×3
Peng Jin
×3
Yongdong Luo
×2
Shukang Yin
×2
Haojia Lin
×2
Chaoyou Fu
×2
Jiayi Ji
×2
Xiawu Zheng
×2
Qiang Zhou
×2

Papers

  1. QuoTA: Query-oriented Token Assignment via CoT Query Decouple for Long Video Comprehension
    AAAI 2026 ·
    Yongdong Luo
    ,
    Wang Chen
    ,
    Weizhong Huang
    ,
    Shukang Yin
    ,
    Haojia Lin
    , Jinfa Huang,
    Chaoyou Fu
    ,
    Jiayi Ji
    ,
    Xiawu Zheng
    ,
    Jiebo Luo
  2. CR2PQ: Continuous Relative Rotary Positional Query for Dense Visual Representation Learning
    ICLR 2025 ·
    Shaofeng Zhang
    ,
    Qiang Zhou
    ,
    Sitong Wu
    ,
    Haoru Tan
    ,
    Zhibin Wang
    , Jinfa Huang,
    Junchi Yan
  3. Identity-Preserving Text-to-Video Generation by Frequency Decomposition
    CVPR 2025 ·
    Shenghai Yuan
    , Jinfa Huang,
    Xianyi He
    ,
    Yunyang Ge
    ,
    Yujun Shi
    ,
    Liuhan Chen
    ,
    Jiebo Luo
    ,
    Li Yuan
  4. MUSE: Mamba Is Efficient Multi-scale Learner for Text-video Retrieval
    AAAI 2025 ·
    Haoran Tang
    ,
    Meng Cao
    , Jinfa Huang,
    Ruyang Liu
    ,
    Peng Jin
    ,
    Ge Li
    ,
    Xiaodan Liang
  5. OpenS2V-Nexus: A Detailed Benchmark and Million-Scale Dataset for Subject-to-Video Generation
    NeurIPS 2025 ·
    Shenghai Yuan
    ,
    Xianyi He
    ,
    Yufan Deng
    ,
    Yang Ye
    , Jinfa Huang,
    Bin Lin
    ,
    Chongyang Ma
    ,
    Jiebo Luo
    ,
    Li Yuan
  6. Reti-Diff: Illumination Degradation Image Restoration with Retinex-based Latent Diffusion Model
    ICLR 2025 ·
    Chunming He
    ,
    Chengyu Fang
    ,
    Yulun Zhang
    ,
    Longxiang Tang
    , Jinfa Huang,
    Kai Li
    ,
    Zhenhua Guo
    ,
    Xiu Li
    ,
    Sina Farsiu
  7. TACO: Enhancing Multimodal In-context Learning via Task Mapping-Guided Sequence Configuration
    EMNLP 2025 ·
    Yanshu Li
    ,
    Jianjiang Yang
    ,
    Tian Yun
    ,
    Pinyuan Feng
    , Jinfa Huang,
    Ruixiang Tang
  8. Video-RAG: Visually-aligned Retrieval-Augmented Long Video Comprehension
    NeurIPS 2025 ·
    Yongdong Luo
    ,
    Xiawu Zheng
    ,
    Guilin Li
    ,
    Shukang Yin
    ,
    Haojia Lin
    ,
    Chaoyou Fu
    , Jinfa Huang,
    Jiayi Ji
    ,
    Fei Chao
    ,
    Jiebo Luo
    ,
    Rongrong Ji
  9. ChronoMagic-Bench: A Benchmark for Metamorphic Evaluation of Text-to-Time-lapse Video Generation
    NeurIPS 2024 ·
    Shenghai Yuan
    , Jinfa Huang,
    Yongqi Xu
    ,
    Yaoyang Liu
    ,
    Shaofeng Zhang
    ,
    Yujun Shi
    ,
    Ruijie Zhu
    ,
    Xinhua Cheng
    ,
    Jiebo Luo
    ,
    Li Yuan
  10. Continuous-Multiple Image Outpainting in One-Step via Positional Query and A Diffusion-based Approach
    ICLR 2024 ·
    Shaofeng Zhang
    , Jinfa Huang,
    Qiang Zhou
    ,
    Zhibin Wang
    ,
    Fan Wang
    ,
    Jiebo Luo
    ,
    Junchi Yan
  11. LOOK-M: Look-Once Optimization in KV Cache for Efficient Multimodal Long-Context Inference
    EMNLP 2024 ·
    Zhongwei Wan
    ,
    Ziang Wu
    ,
    Che Liu
    , Jinfa Huang,
    Zhihong Zhu
    ,
    Peng Jin
    ,
    Longyue Wang
    ,
    Li Yuan
  12. RAP: Efficient Text-Video Retrieval with Sparse-and-Correlated Adapter
    ACL 2024 ·
    Meng Cao
    ,
    Haoran Tang
    , Jinfa Huang,
    Peng Jin
    ,
    Can Zhang
    ,
    Ruyang Liu
    ,
    Long Chen
    ,
    Xiaodan Liang
    ,
    Li Yuan
    ,
    Ge Li