PPaperPicks

Yan Lu

Microsoft Research Asia, Beijing, China

45 papers at tracked venues · 41 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0001-5383-6424 ↗Homepage ↗

Venues

CVPR ×12NeurIPS ×11ACL ×5ACM MM ×4AAAI ×3ICCV ×3CHI ×1DIS ×1ECCV ×1EMNLP ×1ICLR ×1ICML ×1IJCAI ×1

Frequent coauthors

Jiahao Li
×13
Bin Li
×9
Shujie Liu
×6
Zhaoyang Jia
×6
Cuiling Lan
×5
Jinyu Li
×5
Yifan Yang
×4
Houqiang Li
×4
Wanli Ouyang
×4
Lei Chu
×4
Nanning Zheng
×4
Xiaoyi Zhang
×3

Papers

  1. CSPO: Alleviating Reward Ambiguity for Structured Table-to-LaTeX Generation
    ACL 2026 ·
    Yunfan Yang
    ,
    Cuiling Lan
    ,
    Jitao Sang
    , Yan Lu
  2. Closing the Modality Reasoning Gap for Speech Large Language Models
    ACL 2026 ·
    Chaoren Wang
    ,
    Heng Lu
    ,
    Xueyao Zhang
    ,
    Shujie Liu
    , Yan Lu,
    Jinyu Li
    ,
    Zhizheng Wu
  3. InfiniteWeb: Scalable Web Environment Synthesis for GUI Agent Training
    ACL 2026 ·
    Ziyun Zhang
    ,
    Zezhou Wang
    ,
    Xiaoyi Zhang
    ,
    Zongyu Guo
    ,
    Jiahao Li
    ,
    Bin Li
    , Yan Lu
  4. SpeechLLM-as-Judges: Towards General and Interpretable Speech Quality Evaluation
    ACL 2026 ·
    Hui Wang
    ,
    Jinghua Zhao
    ,
    Yifan Yang
    ,
    Shujie Liu
    ,
    Junyang Chen
    ,
    Yanzhe Zhang
    ,
    Shiwan Zhao
    ,
    Jinyu Li
    ,
    Jiaming Zhou
    ,
    Haoqin Sun
    , Yan Lu,
    Yong Qin
  5. Toward Natural and Companionable Virtual Agents via Cross-Temporal Emotional Modeling
    CHI 2026 ·
    Yi Zheng
    ,
    Feier Qin
    ,
    Xiao Li
    ,
    Haibin Huang
    ,
    Hanyao Wang
    ,
    Xiaoyu Wang
    , Yan Lu,
    Yuan Zhang
  6. When Systems Take Initiative: A Design Framework for Adaptive, Mixed-initiative Database Querying
    DIS 2026 ·
    Longfei Chen
    ,
    Shenghan Gao
    ,
    Shiwei Wang
    ,
    Ken Lin
    ,
    Yun Wang
    , Yan Lu,
    Quan Li
  7. Bitrate-Controlled Diffusion for Disentangling Motion and Content in Video
    ICCV 2025 ·
    Xiao Li
    ,
    Qi Chen
    ,
    Xiulian Peng
    ,
    Kai Yu
    ,
    Xie Chen
    , Yan Lu
  8. DLF: Extreme Image Compression with Dual-Generative Latent Fusion
    ICCV 2025 ·
    Naifu Xue
    ,
    Zhaoyang Jia
    ,
    Jiahao Li
    ,
    Bin Li
    ,
    Yuan Zhang
    , Yan Lu
  9. Deciphering Functions of Neurons in Vision-Language Models
    ACM MM 2025 ·
    Jiaqi Xu
    ,
    Cuiling Lan
    , Yan Lu
  10. Deep Video Discovery: Agentic Search with Tool Use for Long-form Video Understanding
    NeurIPS 2025 ·
    Xiaoyi Zhang
    ,
    Zhaoyang Jia
    ,
    Zongyu Guo
    ,
    Jiahao Li
    ,
    Bin Li
    ,
    Houqiang Li
    , Yan Lu
  11. FELLE: Autoregressive Speech Synthesis with Token-Wise Coarse-to-Fine Flow Matching
    ACM MM 2025 ·
    Hui Wang
    ,
    Shujie Liu
    ,
    Lingwei Meng
    ,
    Jinyu Li
    ,
    Yifan Yang
    ,
    Shiwan Zhao
    ,
    Haiyang Sun
    ,
    Yanqing Liu
    ,
    Haoqin Sun
    ,
    Jiaming Zhou
    , Yan Lu,
    Yong Qin
  12. FuncGenFoil: Airfoil Generation and Editing Model in Function Space
    NeurIPS 2025 ·
    Jinouwen Zhang
    ,
    Junjie Ren
    ,
    Qianhong Ma
    ,
    Jianyu Wu
    ,
    Aobo Yang
    , Yan Lu,
    Lu Chen
    ,
    Hairun Xie
    ,
    Jing Wang
    ,
    Miao Zhang
    ,
    Wanli Ouyang
    ,
    Shixiang Tang
  13. I2VGuard: Safeguarding Images against Misuse in Diffusion-based Image-to-Video Models
    CVPR 2025 ·
    Dongnan Gui
    ,
    Xun Guo
    ,
    Wengang Zhou
    , Yan Lu
  14. Image as a World: Generating Interactive World from Single Image via Panoramic Video Generation
    NeurIPS 2025 ·
    Dongnan Gui
    ,
    Xun Guo
    ,
    Wengang Zhou
    , Yan Lu
  15. Omnidirectional 3D Scene Reconstruction from Single Image
    NeurIPS 2025 ·
    Ren Yang
    ,
    Jiahao Li
    , Yan Lu
  16. One-Step Diffusion-Based Image Compression with Semantic Distillation
    NeurIPS 2025 ·
    Naifu Xue
    ,
    Zhaoyang Jia
    ,
    Jiahao Li
    ,
    Bin Li
    ,
    Yuan Zhang
    , Yan Lu
  17. PICD: Versatile Perceptual Image Compression with Diffusion Rendering
    CVPR 2025 ·
    Tongda Xu
    ,
    Jiahao Li
    ,
    Bin Li
    ,
    Yan Wang
    ,
    Ya-Qin Zhang
    , Yan Lu
  18. PRING: Rethinking Protein-Protein Interaction Prediction from Pairs to Graphs
    NeurIPS 2025 ·
    Xinzhe Zheng
    ,
    Hao Du
    ,
    Fanding Xu
    ,
    Jinzhe Li
    ,
    Zhiyuan Liu
    ,
    Wenkang Wang
    ,
    Tao Chen
    ,
    Wanli Ouyang
    ,
    Stan Z. Li
    , Yan Lu,
    Nanqing Dong
    ,
    Yang Zhang
  19. Pseudo-Autoregressive Neural Codec Language Models for Efficient Zero-Shot Text-to-Speech Synthesis
    ACM MM 2025 ·
    Yifan Yang
    ,
    Shujie Liu
    ,
    Jinyu Li
    ,
    Yuxuan Hu
    ,
    Haibin Wu
    ,
    Hui Wang
    ,
    Jianwei Yu
    ,
    Lingwei Meng
    ,
    Haiyang Sun
    ,
    Yanqing Liu
    , Yan Lu,
    Kai Yu
    ,
    Xie Chen
  20. SLAM-Omni: Timbre-Controllable Voice Interaction System with Single-Stage Training
    ACL 2025 ·
    Wenxi Chen
    ,
    Ziyang Ma
    ,
    Ruiqi Yan
    ,
    Yuzhe Liang
    ,
    Xiquan Li
    ,
    Ruiyang Xu
    ,
    Zhikang Niu
    ,
    Yanqiao Zhu
    ,
    Yifan Yang
    ,
    Zhanxun Liu
    ,
    Kai Yu
    ,
    Yuxuan Hu
    ,
    Jinyu Li
    , Yan Lu,
    Shujie Liu
    ,
    Xie Chen
  21. STAR: A Benchmark for Astronomical Star Fields Super-Resolution
    NeurIPS 2025 ·
    Kuo-Cheng Wu
    ,
    Guohang Zhuang
    ,
    Jinyang Huang
    ,
    Xiang Zhang
    ,
    Wanli Ouyang
    , Yan Lu
  22. SVLTA: Benchmarking Vision-Language Temporal Alignment via Synthetic Video Situation
    CVPR 2025 ·
    Hao Du
    ,
    Bo Wu
    , Yan Lu,
    Zhendong Mao
  23. Scientists' First Exam: Probing Cognitive Abilities of MLLM via Perception, Understanding, and Reasoning
    NeurIPS 2025 ·
    Yuhao Zhou
    ,
    Yiheng Wang
    ,
    Xuming He
    ,
    Ruoyao Xiao
    ,
    Zhiwei Li
    ,
    Qiantai Feng
    ,
    Zijie Guo
    ,
    Yuejin Yang
    ,
    Hao Wu
    ,
    Wenxuan Huang
    ,
    Jiaqi Wei
    ,
    Dan Si
    ,
    Xiuqi Yao
    ,
    Jia Bu
    ,
    Haiwen Huang
    ,
    Tianfan Fu
    ,
    Shixiang Tang
    ,
    Ben Fei
    ,
    Dongzhan Zhou
    ,
    Fenghua Ling
    , Yan Lu,
    Siqi Sun
    ,
    Chenhui Li
    ,
    Guanjie Zheng
    ,
    Jiancheng Lv
    ,
    Wenlong Zhang
    ,
    Lei Bai
  24. StreamGS: Online Generalizable Gaussian Splatting Reconstruction for Unposed Image Streams
    ICCV 2025 ·
    Yang Li
    ,
    Jinglu Wang
    ,
    Lei Chu
    ,
    Xiao Li
    ,
    Shiu-Hong Kao
    ,
    Ying-Cong Chen
    , Yan Lu
  25. Towards Anytime Retrieval: A Benchmark for Anytime Person Re-Identification
    IJCAI 2025 ·
    Xulin Li
    , Yan Lu,
    Bin Liu
    ,
    Jiaze Li
    ,
    Qinhong Yang
    ,
    Tao Gong
    ,
    Qi Chu
    ,
    Mang Ye
    ,
    Nenghai Yu
  26. Towards Practical Real-Time Neural Video Compression
    CVPR 2025 ·
    Zhaoyang Jia
    ,
    Bin Li
    ,
    Jiahao Li
    ,
    Wenxuan Xie
    ,
    Linfeng Qi
    ,
    Houqiang Li
    , Yan Lu
  27. TrInk: Ink Generation with Transformer Network
    EMNLP 2025 ·
    Zezhong Jin
    ,
    Shubhang Desai
    ,
    Xu Chen
    ,
    Biyi Fang
    ,
    Zhuoyi Huang
    ,
    Zhe Li
    ,
    Chong-Xin Gan
    ,
    Xiao Tu
    ,
    Man-Wai Mak
    , Yan Lu,
    Shujie Liu
  28. UniGraspTransformer: Simplified Policy Distillation for Scalable Dexterous Robotic Grasping
    CVPR 2025 ·
    Wenbo Wang
    ,
    Fangyun Wei
    ,
    Lei Zhou
    ,
    Xi Chen
    ,
    Lin Luo
    ,
    Xiaohan Yi
    ,
    Yizhong Zhang
    ,
    Yaobo Liang
    ,
    Chang Xu
    , Yan Lu,
    Jiaolong Yang
    ,
    Baining Guo
  29. VideoVLA: Video Generators Can Be Generalizable Robot Manipulators
    NeurIPS 2025 ·
    Yichao Shen
    ,
    Fangyun Wei
    ,
    Zhiying Du
    ,
    Yaobo Liang
    , Yan Lu,
    Jiaolong Yang
    ,
    Nanning Zheng
    ,
    Baining Guo
  30. Arbitrary-Scale Video Super-resolution Guided by Dynamic Context
    AAAI 2024 ·
    Cong Huang
    ,
    Jiahao Li
    ,
    Lei Chu
    ,
    Dong Liu
    , Yan Lu
  31. Breaking through the learning plateaus of in-context learning in Transformer
    ICML 2024 ·
    Jingwen Fu
    ,
    Tao Yang
    ,
    Yuwang Wang
    , Yan Lu,
    Nanning Zheng
  32. Convert and Speak: Zero-shot Accent Conversion with Minimum Supervision
    ACM MM 2024 ·
    Zhijun Jia
    ,
    Huaying Xue
    ,
    Xiulian Peng
    , Yan Lu
  33. Diffusion Model with Cross Attention as an Inductive Bias for Disentanglement
    NeurIPS 2024 ·
    Tao Yang
    ,
    Cuiling Lan
    , Yan Lu,
    Nanning Zheng
  34. Generative Latent Coding for Ultra-Low Bitrate Image Compression
    CVPR 2024 ·
    Zhaoyang Jia
    ,
    Jiahao Li
    ,
    Bin Li
    ,
    Houqiang Li
    , Yan Lu
  35. Hierarchical Intra-Modal Correlation Learning for Label-Free 3D Semantic Segmentation
    CVPR 2024 ·
    Xin Kang
    ,
    Lei Chu
    ,
    Jiahao Li
    ,
    Xuejin Chen
    , Yan Lu
  36. Implicit Motion Function
    CVPR 2024 ·
    Yue Gao
    ,
    Jiahao Li
    ,
    Lei Chu
    , Yan Lu
  37. Long-Term Temporal Context Gathering for Neural Video Compression
    ECCV 2024 ·
    Linfeng Qi
    ,
    Zhaoyang Jia
    ,
    Jiahao Li
    ,
    Bin Li
    ,
    Houqiang Li
    , Yan Lu
  38. Mask-Based Modeling for Neural Radiance Fields
    ICLR 2024 ·
    Ganlin Yang
    ,
    Guoqiang Wei
    ,
    Zhizheng Zhang
    , Yan Lu,
    Dong Liu
  39. MotionGPT: Finetuned LLMs Are General-Purpose Motion Generators
    AAAI 2024 ·
    Yaqi Zhang
    ,
    Di Huang
    ,
    Bin Liu
    ,
    Shixiang Tang
    , Yan Lu,
    Lu Chen
    ,
    Lei Bai
    ,
    Qi Chu
    ,
    Nenghai Yu
    ,
    Wanli Ouyang
  40. MovieChat: From Dense Token to Sparse Memory for Long Video Understanding
    CVPR 2024 ·
    Enxin Song
    ,
    Wenhao Chai
    ,
    Guanhong Wang
    ,
    Yucheng Zhang
    ,
    Haoyang Zhou
    ,
    Feiyang Wu
    ,
    Haozhe Chi
    ,
    Xun Guo
    ,
    Tian Ye
    ,
    Yanting Zhang
    , Yan Lu,
    Jenq-Neng Hwang
    ,
    Gaoang Wang
  41. Neural Video Compression with Feature Modulation
    CVPR 2024 ·
    Jiahao Li
    ,
    Bin Li
    , Yan Lu
  42. QDFormer: Towards Robust Audiovisual Segmentation in Complex Environments with Quantization-based Semantic Decomposition
    CVPR 2024 ·
    Xiang Li
    ,
    Jinglu Wang
    ,
    Xiaohao Xu
    ,
    Xiulian Peng
    ,
    Rita Singh
    , Yan Lu,
    Bhiksha Raj
  43. Slot-VLM: Object-Event Slots for Video-Language Modeling
    NeurIPS 2024 ·
    Jiaqi Xu
    ,
    Cuiling Lan
    ,
    Wenxuan Xie
    ,
    Xuejin Chen
    , Yan Lu
  44. Text Grouping Adapter: Adapting Pre-Trained Text Detector for Layout Analysis
    CVPR 2024 ·
    Tianci Bi
    ,
    Xiaoyi Zhang
    ,
    Zhizheng Zhang
    ,
    Wenxuan Xie
    ,
    Cuiling Lan
    , Yan Lu,
    Nanning Zheng
  45. Unifying Multi-Modal Uncertainty Modeling and Semantic Alignment for Text-to-Image Person Re-identification
    AAAI 2024 ·
    Zhiwei Zhao
    ,
    Bin Liu
    , Yan Lu,
    Qi Chu
    ,
    Nenghai Yu