PPaperPicks

Li Yuan

Peking University, School of Electronic and Computer Engineering, Beijing, China

53 papers at tracked venues · 44 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-2120-5588 ↗Google Scholar ↗Homepage ↗

Venues

NeurIPS ×11CVPR ×9AAAI ×8ECCV ×5ICCV ×4ICLR ×4ACM MM ×3ACL ×2EMNLP ×2ICML ×2CIKM ×1ICRA ×1SIGIR ×1

Frequent coauthors

Peng Jin
×13
Xinhua Cheng
×11
Wangbo Yu
×10
Zhenyu Tang
×10
Yonghong Tian
×10
Bin Lin
×9
Chaoran Feng
×7
Shuo Yang
×6
Yatian Pang
×6
Yibing Song
×5
Yang Ye
×5
Junwu Zhang
×5

Papers

  1. 360Explorer: Exploring 4D Controllable World in Panoramic Videos
    AAAI 2026 ·
    Xinhua Cheng
    ,
    Haiyang Zhou
    ,
    Wangbo Yu
    ,
    Tanghui Jia
    ,
    Bin Lin
    ,
    Yunyang Ge
    ,
    Weiqi Li
    , Li Yuan
  2. AsFT: Anchoring Safety During LLM Fine-Tuning Within Narrow Safety Basin
    AAAI 2026 ·
    Shuo Yang
    ,
    Qihui Zhang
    ,
    Yuyang Liu
    ,
    Yue Huang
    ,
    Xiaojun Jia
    ,
    Kun-Peng Ning
    ,
    Jia-Yu Yao
    ,
    Jigang Wang
    ,
    Hailiang Dai
    ,
    Yibing Song
    , Li Yuan
  3. Look-Back: Implicit Visual Re-focusing in MLLM Reasoning
    AAAI 2026 ·
    Shuo Yang
    ,
    Yuwei Niu
    ,
    Yuyang Liu
    ,
    Yang Ye
    ,
    Bin Lin
    , Li Yuan
  4. NeuralGS: Bridging Neural Fields and 3D Gaussian Splatting for Compact 3D Representations
    AAAI 2026 ·
    Zhenyu Tang
    ,
    Chaoran Feng
    ,
    Xinhua Cheng
    ,
    Wangbo Yu
    ,
    Junwu Zhang
    ,
    Yuan Liu
    ,
    Xiaoxiao Long
    ,
    Wenping Wang
    , Li Yuan
  5. Next Patch Prediction for AutoRegressive Visual Generation
    AAAI 2026 ·
    Yatian Pang
    ,
    Peng Jin
    ,
    Shuo Yang
    ,
    Bin Zhu
    ,
    Bin Lin
    ,
    Chaoran Feng
    ,
    Zhenyu Tang
    ,
    Liuhan Chen
    ,
    Francis E. H. Tay
    ,
    Ser-Nam Lim
    ,
    Harry Yang
    , Li Yuan
  6. SAFE-QAQ: End-to-End Slow-Thinking Audio-Text Fraud Detection via Reinforcement Learning
    ACL 2026 ·
    Peidong Wang
    ,
    Zhiming Ma
    ,
    Xin Dai
    ,
    Yongkang Liu
    ,
    Shi Feng
    ,
    Xiaocui Yang
    ,
    Wenxing Hu
    ,
    Zhihao Wang
    ,
    Mingjun Pan
    , Li Yuan,
    Daling Wang
  7. AE-NeRF: Augmenting Event-Based Neural Radiance Fields for Non-ideal Conditions and Larger Scenes
    AAAI 2025 ·
    Chaoran Feng
    ,
    Wangbo Yu
    ,
    Xinhua Cheng
    ,
    Zhenyu Tang
    ,
    Junwu Zhang
    , Li Yuan,
    Yonghong Tian
  8. Beyond Chemical QA: Evaluating LLM's Chemical Reasoning with Modular Chemical Operations
    NeurIPS 2025 ·
    Hao Li
    ,
    He Cao
    ,
    Bin Feng
    ,
    Daniel Shao
    ,
    Robert Tang
    ,
    Zhiyuan Yan
    ,
    Yonghong Tian
    , Li Yuan,
    Yu Li
  9. CoT-lized Diffusion: Let's Reinforce T2I Generation Step-by-step
    NeurIPS 2025 ·
    Zheyuan Liu
    ,
    Munan Ning
    ,
    Qihui Zhang
    ,
    Shuo Yang
    ,
    Zhongrui Wang
    ,
    Yiwei Yang
    ,
    Xianzhe Xu
    ,
    Yibing Song
    ,
    Weihua Chen
    ,
    Fan Wang
    , Li Yuan
  10. Cycle3D: High-quality and Consistent Image-to-3D Generation via Generation-Reconstruction Cycle
    AAAI 2025 ·
    Zhenyu Tang
    ,
    Junwu Zhang
    ,
    Xinhua Cheng
    ,
    Wangbo Yu
    ,
    Chaoran Feng
    ,
    Yatian Pang
    ,
    Bin Lin
    , Li Yuan
  11. DreamDance: Animating Human Images by Enriching 3D Geometry Cues from 2D Poses
    ICCV 2025 ·
    Yatian Pang
    ,
    Bin Zhu
    ,
    Bin Bin
    ,
    Mingzhe Zheng
    ,
    Francis E. H. Tay
    ,
    Ser-Nam Lim
    ,
    Harry Yang
    , Li Yuan
  12. E-4DGS: High-Fidelity Dynamic Reconstruction from the Multi-view Event Cameras
    ACM MM 2025 ·
    Chaoran Feng
    ,
    Zhenyu Tang
    ,
    Wangbo Yu
    ,
    Yatian Pang
    ,
    Yian Zhao
    ,
    Jianbin Zhao
    , Li Yuan,
    Yonghong Tian
  13. Epona: Autoregressive Diffusion World Model for Autonomous Driving
    ICCV 2025 ·
    Kaiwen Zhang
    ,
    Zhenyu Tang
    ,
    Xiaotao Hu
    ,
    Xingang Pan
    ,
    Xiaoyang Guo
    ,
    Yuan Liu
    ,
    Jingwei Huang
    , Li Yuan,
    Qian Zhang
    ,
    Xiao-Xiao Long
    ,
    Xun Cao
    ,
    Wei Yin
  14. Evagaussians: Event Stream Assisted Gaussian Splatting from Blurry Images
    ICCV 2025 ·
    Wangbo Yu
    ,
    Chaoran Feng
    ,
    Jianing Li
    ,
    Jiye Tang
    ,
    Jiashu Yang
    ,
    Zhenyu Tang
    ,
    Meng Cao
    ,
    Xu Jia
    ,
    Yuchao Yang
    , Li Yuan,
    Yonghong Tian
  15. GS2E: Gaussian Splatting is an Effective Data Generator for Event Stream Generation
    NeurIPS 2025 ·
    Yuchen Li
    ,
    Chaoran Feng
    ,
    Zhenyu Tang
    ,
    Kaiyuan Deng
    ,
    Wangbo Yu
    ,
    Yonghong Tian
    , Li Yuan
  16. Generalizing Deepfake Video Detection with Plug-and-Play: Video-Level Blending and Spatiotemporal Adapter Tuning
    CVPR 2025 ·
    Zhiyuan Yan
    ,
    Yandan Zhao
    ,
    Shen Chen
    ,
    Mingyi Guo
    ,
    Xinghe Fu
    ,
    Taiping Yao
    ,
    Shouhong Ding
    ,
    Yunsheng Wu
    , Li Yuan
  17. HoloTime: Taming Video Diffusion Models for Panoramic 4D Scene Generation
    ACM MM 2025 ·
    Haiyang Zhou
    ,
    Wangbo Yu
    ,
    Jiawen Guan
    ,
    Xinhua Cheng
    ,
    Yonghong Tian
    , Li Yuan
  18. 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
  19. ImgEdit: A Unified Image Editing Dataset and Benchmark
    NeurIPS 2025 ·
    Yang Ye
    ,
    Xianyi He
    ,
    Zongjian Li
    ,
    Bin Lin
    ,
    Shenghai Yuan
    ,
    Zhiyuan Yan
    ,
    Bohan Hou
    , Li Yuan
  20. LlaVA-CoT: Let Vision Language Models Reason Step-By-Step
    ICCV 2025 ·
    Guowei Xu
    ,
    Peng Jin
    ,
    Ziang Wu
    ,
    Hao Li
    ,
    Yibing Song
    ,
    Lichao Sun
    , Li Yuan
  21. MoE++: Accelerating Mixture-of-Experts Methods with Zero-Computation Experts
    ICLR 2025 ·
    Peng Jin
    ,
    Bo Zhu
    , Li Yuan,
    Shuicheng Yan
  22. MoH: Multi-Head Attention as Mixture-of-Head Attention
    ICML 2025 ·
    Peng Jin
    ,
    Bo Zhu
    , Li Yuan,
    Shuicheng Yan
  23. Multi-objective Aligned Bidword Generation Model for E-commerce Search Advertising
    SIGIR 2025 ·
    Zhenhui Liu
    ,
    Chunyuan Yuan
    ,
    Ming Pang
    ,
    Zheng Fang
    , Li Yuan,
    Xue Jiang
    ,
    Changping Peng
    ,
    Zhangang Lin
    ,
    Zheng Luo
    ,
    Jingping Shao
  24. 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
  25. Orthogonal Subspace Decomposition for Generalizable AI-Generated Image Detection
    ICML 2025 ·
    Zhiyuan Yan
    ,
    Jiangming Wang
    ,
    Peng Jin
    ,
    Ke-Yue Zhang
    ,
    Chengchun Liu
    ,
    Shen Chen
    ,
    Taiping Yao
    ,
    Shouhong Ding
    ,
    Baoyuan Wu
    , Li Yuan
  26. PiCO: Peer Review in LLMs based on Consistency Optimization
    ICLR 2025 ·
    Kun-Peng Ning
    ,
    Shuo Yang
    ,
    Yuyang Liu
    ,
    Jia-Yu Yao
    ,
    Zhen-Hui Liu
    ,
    Yonghong Tian
    ,
    Yibing Song
    , Li Yuan
  27. RoomPainter: View-Integrated Diffusion for Consistent Indoor Scene Texturing
    CVPR 2025 ·
    Zhipeng Huang
    ,
    Wangbo Yu
    ,
    Xinhua Cheng
    ,
    ChengShu Zhao
    ,
    Yunyang Ge
    ,
    Mingyi Guo
    , Li Yuan,
    Yonghong Tian
  28. UPME: An Unsupervised Peer Review Framework for Multimodal Large Language Model Evaluation
    CVPR 2025 ·
    Qihui Zhang
    ,
    Munan Ning
    ,
    Zheyuan Liu
    ,
    Yue Huang
    ,
    Shuo Yang
    ,
    Yanbo Wang
    ,
    Jiayi Ye
    ,
    Xiao Chen
    ,
    Yibing Song
    , Li Yuan
  29. WF-VAE: Enhancing Video VAE by Wavelet-Driven Energy Flow for Latent Video Diffusion Model
    CVPR 2025 ·
    Zongjian Li
    ,
    Bin Lin
    ,
    Yang Ye
    ,
    Liuhan Chen
    ,
    Xinhua Cheng
    ,
    Shenghai Yuan
    , Li Yuan
  30. Chat-UniVi: Unified Visual Representation Empowers Large Language Models with Image and Video Understanding
    CVPR 2024 ·
    Peng Jin
    ,
    Ryuichi Takanobu
    ,
    Wancai Zhang
    ,
    Xiaochun Cao
    , Li Yuan
  31. 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
  32. DF40: Toward Next-Generation Deepfake Detection
    NeurIPS 2024 ·
    Zhiyuan Yan
    ,
    Taiping Yao
    ,
    Shen Chen
    ,
    Yandan Zhao
    ,
    Xinghe Fu
    ,
    Junwei Zhu
    ,
    Donghao Luo
    ,
    Chengjie Wang
    ,
    Shouhong Ding
    ,
    Yunsheng Wu
    , Li Yuan
  33. Fast and Robust Point Cloud Registration with Tree-based Transformer
    ICRA 2024 ·
    Guangyan Chen
    ,
    Meiling Wang
    ,
    Yi Yang
    , Li Yuan,
    Yufeng Yue
  34. FreestyleRet: Retrieving Images from Style-Diversified Queries
    ECCV 2024 ·
    Hao Li
    ,
    Yanhao Jia
    ,
    Peng Jin
    ,
    Zesen Cheng
    ,
    Kehan Li
    ,
    Jialu Sui
    ,
    Chang Liu
    , Li Yuan
  35. GraCo: Granularity-Controllable Interactive Segmentation
    CVPR 2024 ·
    Yian Zhao
    ,
    Kehan Li
    ,
    Zesen Cheng
    ,
    Pengchong Qiao
    ,
    Xiawu Zheng
    ,
    Rongrong Ji
    ,
    Chang Liu
    , Li Yuan,
    Jie Chen
  36. HiFi-123: Towards High-Fidelity One Image to 3D Content Generation
    ECCV 2024 ·
    Wangbo Yu
    , Li Yuan,
    Yan-Pei Cao
    ,
    Xiangjun Gao
    ,
    Xiaoyu Li
    ,
    Wenbo Hu
    ,
    Quan Long
    ,
    Ying Shan
    ,
    Yonghong Tian
  37. 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
  38. LanguageBind: Extending Video-Language Pretraining to N-modality by Language-based Semantic Alignment
    ICLR 2024 ·
    Bin Zhu
    ,
    Bin Lin
    ,
    Munan Ning
    ,
    Yang Yan
    ,
    Jiaxi Cui
    ,
    Hongfa Wang
    ,
    Yatian Pang
    ,
    Wenhao Jiang
    ,
    Junwu Zhang
    ,
    Zongwei Li
    ,
    Caiwan Zhang
    ,
    Zhifeng Li
    ,
    Wei Liu
    , Li Yuan
  39. Learning Pseudo 3D Guidance for View-Consistent Texturing with 2D Diffusion
    ECCV 2024 ·
    Kehan Li
    ,
    Yanbo Fan
    ,
    Yang Wu
    ,
    Zhongqian Sun
    ,
    Wei Yang
    ,
    Xiangyang Ji
    , Li Yuan,
    Jie Chen
  40. Local Action-Guided Motion Diffusion Model for Text-to-Motion Generation
    ECCV 2024 ·
    Peng Jin
    ,
    Hao Li
    ,
    Zesen Cheng
    ,
    Kehan Li
    ,
    Runyi Yu
    ,
    Chang Liu
    ,
    Xiangyang Ji
    , Li Yuan,
    Jie Chen
  41. Parallel Vertex Diffusion for Unified Visual Grounding
    AAAI 2024 ·
    Zesen Cheng
    ,
    Kehan Li
    ,
    Peng Jin
    ,
    Siheng Li
    ,
    Xiangyang Ji
    , Li Yuan,
    Chang Liu
    ,
    Jie Chen
  42. Progressive3D: Progressively Local Editing for Text-to-3D Content Creation with Complex Semantic Prompts
    ICLR 2024 ·
    Xinhua Cheng
    ,
    Tianyu Yang
    ,
    Jianan Wang
    ,
    Yu Li
    ,
    Lei Zhang
    ,
    Jian Zhang
    , Li Yuan
  43. Prompt2Poster: Automatically Artistic Chinese Poster Creation from Prompt Only
    ACM MM 2024 ·
    Shaodong Wang
    ,
    Yunyang Ge
    ,
    Liuhan Chen
    ,
    Haiyang Zhou
    ,
    Qian Wang
    ,
    Xinhua Cheng
    , Li Yuan
  44. QKFormer: Hierarchical Spiking Transformer using Q-K Attention
    NeurIPS 2024 ·
    Chenlin Zhou
    ,
    Han Zhang
    ,
    Zhaokun Zhou
    ,
    Liutao Yu
    ,
    Liwei Huang
    ,
    Xiaopeng Fan
    , Li Yuan,
    Zhengyu Ma
    ,
    Huihui Zhou
    ,
    Yonghong Tian
  45. 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
  46. Regressor-Segmenter Mutual Prompt Learning for Crowd Counting
    CVPR 2024 ·
    Mingyue Guo
    , Li Yuan,
    Zhaoyi Yan
    ,
    Binghui Chen
    ,
    Yaowei Wang
    ,
    Qixiang Ye
  47. Repaint123: Fast and High-Quality One Image to 3D Generation with Progressive Controllable Repainting
    ECCV 2024 ·
    Junwu Zhang
    ,
    Zhenyu Tang
    ,
    Yatian Pang
    ,
    Xinhua Cheng
    ,
    Peng Jin
    ,
    Yida Wei
    ,
    Xing Zhou
    ,
    Munan Ning
    , Li Yuan
  48. ShareGPT4Video: Improving Video Understanding and Generation with Better Captions
    NeurIPS 2024 ·
    Lin Chen
    ,
    Xilin Wei
    ,
    Jinsong Li
    ,
    Xiaoyi Dong
    ,
    Pan Zhang
    ,
    Yuhang Zang
    ,
    Zehui Chen
    ,
    Haodong Duan
    ,
    Lin Bin
    ,
    Zhenyu Tang
    , Li Yuan,
    Yu Qiao
    ,
    Dahua Lin
    ,
    Feng Zhao
    ,
    Jiaqi Wang
  49. Spiking Transformer with Experts Mixture
    NeurIPS 2024 ·
    Zhaokun Zhou
    ,
    Yijie Lu
    ,
    Yanhao Jia
    ,
    Kaiwei Che
    ,
    Jun Niu
    ,
    Liwei Huang
    ,
    Xinyu Shi
    ,
    Yuesheng Zhu
    ,
    Guoqi Li
    ,
    Zhaofei Yu
    , Li Yuan
  50. SynSP: Synergy of Smoothness and Precision in Pose Sequences Refinement
    CVPR 2024 ·
    Tao Wang
    ,
    Lei Jin
    ,
    Zheng Wang
    ,
    Jianshu Li
    ,
    Liang Li
    ,
    Fang Zhao
    ,
    Yu Cheng
    , Li Yuan,
    Li Zhou
    ,
    Junliang Xing
    ,
    Jian Zhao
  51. Towards Better Seach Query Classification with Distribution-Diverse Multi-Expert Knowledge Distillation in JD Ads Search
    CIKM 2024 ·
    Kun-Peng Ning
    ,
    Ming Pang
    ,
    Zheng Fang
    ,
    Xue Jiang
    ,
    Xi-Wei Zhao
    ,
    Changping Peng
    ,
    Zhangang Lin
    ,
    Jinghe Hu
    ,
    Jingping Shao
    , Li Yuan
  52. VLMimic: Vision Language Models are Visual Imitation Learner for Fine-grained Actions
    NeurIPS 2024 ·
    Guangyan Chen
    ,
    Meiling Wang
    ,
    Te Cui
    ,
    Yao Mu
    ,
    Haoyang Lu
    ,
    Tianxing Zhou
    ,
    Zicai Peng
    ,
    Mengxiao Hu
    ,
    Haizhou Li
    , Li Yuan,
    Yi Yang
    ,
    Yufeng Yue
  53. Video-LLaVA: Learning United Visual Representation by Alignment Before Projection
    EMNLP 2024 ·
    Bin Lin
    ,
    Yang Ye
    ,
    Bin Zhu
    ,
    Jiaxi Cui
    ,
    Munan Ning
    ,
    Peng Jin
    , Li Yuan