PPaperPicks

Li Niu

Shanghai Jiao Tong University, MoE Key Lab of Artificial Intelligence, China

21 papers at tracked venues · 19 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0003-1970-8634 ↗Google Scholar ↗Homepage ↗

Venues

AAAI ×6CVPR ×6ECCV ×2NeurIPS ×2ACL ×1ICCV ×1ICLR ×1ICML ×1WWW ×1

Frequent coauthors

Liqing Zhang
×8
Zhaohe Liao
×5
Yan Hong
×5
Jiangtong Li
×4
Qingyang Liu
×3
Shuochen Chang
×3
Bo Zhang
×3
Qingyang Liu
×3
Xinhao Tao
×3
Junyan Cao
×3
Bingjie Gao
×2
Haonan Zhao
×2

Papers

  1. Bridging Visual Dynamics and Narrative Reasoning: Multimodal Large Language Models for Short Drama Quality Assessment
    WWW 2026 ·
    Qingyang Liu
    ,
    Jiangtong Li
    ,
    Zelin Peng
    ,
    Shaobo Wang
    ,
    Zhaohe Liao
    ,
    Shuochen Chang
    ,
    Bingjie Gao
    ,
    Haonan Zhao
    ,
    Mu Liu
    ,
    Jidong Jiang
    , Li Niu
  2. CareCom: Generative Image Composition with Calibrated Reference Features
    AAAI 2026 ·
    Jiaxuan Chen
    ,
    Bo Zhang
    ,
    Qingdong He
    ,
    Jinlong Peng
    , Li Niu
  3. D3ToM: Decider-Guided Dynamic Token Merging for Accelerating Diffusion MLLMs
    AAAI 2026 ·
    Shuochen Chang
    ,
    Xiaofeng Zhang
    ,
    Qingyang Liu
    , Li Niu
  4. Unlocking the Black Box of Latent Reasoning: An Interpretability-Guided Approach to Intervention
    ACL 2026 ·
    Shuochen Chang
    ,
    Tong Bai
    ,
    Xiaofeng Zhang
    ,
    Qianli Ma
    ,
    Qingyang Liu
    ,
    Zhaohe Liao
    ,
    Yibo Miao
    , Li Niu
  5. Decouple-Then-Merge: Finetune Diffusion Models as Multi-Task Learning
    CVPR 2025 ·
    Qianli Ma
    ,
    Xuefei Ning
    ,
    Dongrui Liu
    , Li Niu,
    Linfeng Zhang
  6. Divide and Conquer: Exploring Language-centric Tree Reasoning for Video Question-Answering
    ICML 2025 ·
    Zhaohe Liao
    ,
    Jiangtong Li
    ,
    Siyu Sun
    ,
    Qingyang Liu
    ,
    Fengshun Xiao
    ,
    Tianjiao Li
    ,
    Qiang Zhang
    ,
    Guang Chen
    , Li Niu,
    Changjun Jiang
    ,
    Liqing Zhang
  7. Light-a-Video: Training-Free Video Relighting via Progressive Light Fusion
    ICCV 2025 ·
    Yujie Zhou
    ,
    Jiazi Bu
    ,
    Pengyang Ling
    ,
    Pan Zhang
    ,
    Tong Wu
    ,
    Qidong Huang
    ,
    Jinsong Li
    ,
    Xiaoyi Dong
    ,
    Yuhang Zang
    ,
    Yuhang Cao
    ,
    Anyi Rao
    ,
    Jiaqi Wang
    , Li Niu
  8. Pedestrian Motion Reconstruction: A Large-scale Benchmark via Mixed Reality Rendering with Multiple Perspectives and Modalities
    ICLR 2025 ·
    Yichen Wang
    ,
    Yiyi Zhang
    ,
    Xinhao Hu
    , Li Niu,
    Jianfu Zhang
    ,
    Yasushi Makihara
    ,
    Yasushi Yagi
    ,
    Pai Peng
    ,
    Wenlong Liao
    ,
    Tao He
    ,
    Junchi Yan
    ,
    Liqing Zhang
  9. Shadow Generation Using Diffusion Model with Geometry Prior
    CVPR 2025 ·
    Haonan Zhao
    ,
    Qingyang Liu
    ,
    Xinhao Tao
    , Li Niu,
    Guangtao Zhai
  10. The Devil is in the Prompts: Retrieval-Augmented Prompt Optimization for Text-to-Video Generation
    CVPR 2025 ·
    Bingjie Gao
    ,
    Xinyu Gao
    ,
    Xiaoxue Wu
    ,
    Yujie Zhou
    ,
    Yu Qiao
    , Li Niu,
    Xinyuan Chen
    ,
    Yaohui Wang
  11. Weak-shot Keypoint Estimation via Keyness and Correspondence Transfer
    NeurIPS 2025 ·
    Junjie Chen
    ,
    Zeyu Luo
    ,
    Zezheng Liu
    ,
    Wenhui Jiang
    , Li Niu,
    Yuming Fang
  12. Align and Aggregate: Compositional Reasoning with Video Alignment and Answer Aggregation for Video Question-Answering
    CVPR 2024 ·
    Zhaohe Liao
    ,
    Jiangtong Li
    , Li Niu,
    Liqing Zhang
  13. COIN-Matting: Confounder Intervention for Image Matting
    ECCV 2024 ·
    Zhaohe Liao
    ,
    Jiangtong Li
    ,
    Jun Lan
    ,
    Huijia Zhu
    ,
    Weiqiang Wang
    , Li Niu,
    Liqing Zhang
  14. DomainGallery: Few-shot Domain-driven Image Generation by Attribute-centric Finetuning
    NeurIPS 2024 ·
    Yuxuan Duan
    ,
    Yan Hong
    ,
    Bo Zhang
    ,
    Jun Lan
    ,
    Huijia Zhu
    ,
    Weiqiang Wang
    ,
    Jianfu Zhang
    , Li Niu,
    Liqing Zhang
  15. Meta-Point Learning and Refining for Category-Agnostic Pose Estimation
    CVPR 2024 ·
    Junjie Chen
    ,
    Jiebin Yan
    ,
    Yuming Fang
    , Li Niu
  16. Painterly Image Harmonization by Learning from Painterly Objects
    AAAI 2024 · Li Niu,
    Junyan Cao
    ,
    Yan Hong
    ,
    Liqing Zhang
  17. Progressive Painterly Image Harmonization from Low-Level Styles to High-Level Styles
    AAAI 2024 · Li Niu,
    Yan Hong
    ,
    Junyan Cao
    ,
    Liqing Zhang
  18. Shadow Generation for Composite Image Using Diffusion Model
    CVPR 2024 ·
    Qingyang Liu
    ,
    Junqi You
    ,
    Jianting Wang
    ,
    Xinhao Tao
    ,
    Bo Zhang
    , Li Niu
  19. Shadow Generation with Decomposed Mask Prediction and Attentive Shadow Filling
    AAAI 2024 ·
    Xinhao Tao
    ,
    Junyan Cao
    ,
    Yan Hong
    , Li Niu
  20. Unsupervised Exposure Correction
    ECCV 2024 ·
    Ruodai Cui
    , Li Niu,
    Guosheng Hu
  21. WeditGAN: Few-Shot Image Generation via Latent Space Relocation
    AAAI 2024 ·
    Yuxuan Duan
    , Li Niu,
    Yan Hong
    ,
    Liqing Zhang