PPaperPicks

Mike Zheng Shou

National University of Singapore

69 papers at tracked venues · 59 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-7681-2166 ↗Homepage ↗

Venues

CVPR ×21NeurIPS ×19ECCV ×7ICLR ×6ACM MM ×4ICCV ×4AAAI ×2ICML ×2IJCAI ×2ACL ×1EMNLP ×1

Frequent coauthors

Kevin Qinghong Lin
×14
Difei Gao
×13
Jia-Wei Liu
×9
Zechen Bai
×9
Yuchao Gu
×9
Hai Ci
×8
Yiren Song
×8
Jay Zhangjie Wu
×7
Rui Zhao
×7
David Junhao Zhang
×7
Haiyang Mei
×6
Joya Chen
×6

Papers

  1. OptMark: Robust Multi-bit Diffusion Watermarking via Inference Time Optimization
    AAAI 2026 ·
    Jiazheng Xing
    ,
    Hai Ci
    ,
    Hongbin Xu
    ,
    Hangjie Yuan
    ,
    Yong Liu
    , Mike Zheng Shou
  2. Balanced Image Stylization with Style Matching Score
    ICCV 2025 ·
    Yuxin Jiang
    ,
    Liming Jiang
    ,
    Shuai Yang
    ,
    Jia-Wei Liu
    ,
    Ivor W. Tsang
    , Mike Zheng Shou
  3. Bridging Information Asymmetry in Text-video Retrieval: A Data-centric Approach
    ICLR 2025 ·
    Zechen Bai
    ,
    Tianjun Xiao
    ,
    Tong He
    ,
    Pichao Wang
    ,
    Zheng Zhang
    ,
    Thomas Brox
    , Mike Zheng Shou
  4. Can I Trust You? Advancing GUI Task Automation with Action Trust Score
    ACM MM 2025 ·
    Haiyang Mei
    ,
    Difei Gao
    ,
    Xiaopeng Wei
    ,
    Xin Yang
    , Mike Zheng Shou
  5. CoFFT: Chain of Foresight-Focus Thought for Visual Language Models
    NeurIPS 2025 ·
    Xinyu Zhang
    ,
    Yuxuan Dong
    ,
    Lingling Zhang
    ,
    Chengyou Jia
    ,
    Zhuohang Dang
    ,
    Basura Fernando
    ,
    Jun Liu
    , Mike Zheng Shou
  6. DIFIX3D+: Improving 3D Reconstructions with Single-Step Diffusion Models
    CVPR 2025 ·
    Jay Zhangjie Wu
    ,
    Yuxuan Zhang
    ,
    Haithem Turki
    ,
    Xuanchi Ren
    ,
    Jun Gao
    , Mike Zheng Shou,
    Sanja Fidler
    ,
    Zan Gojcic
    ,
    Huan Ling
  7. DOTA: Distributional Test-time Adaptation of Vision-Language Models
    NeurIPS 2025 ·
    Zongbo Han
    ,
    Jialong Yang
    ,
    Guangyu Wang
    ,
    Junfan Li
    ,
    Qianli Xu
    , Mike Zheng Shou,
    Changqing Zhang
  8. DiffSim: Taming Diffusion Models for Evaluating Visual Similarity
    ICCV 2025 ·
    Yiren Song
    ,
    Xiaokang Liu
    , Mike Zheng Shou
  9. DoraCycle: Domain-Oriented Adaptation of Unified Generative Model in Multimodal Cycles
    CVPR 2025 ·
    Rui Zhao
    ,
    Weijia Mao
    , Mike Zheng Shou
  10. Factorized Learning for Temporally Grounded Video-Language Models
    ICCV 2025 ·
    Wenzheng Zeng
    ,
    Difei Gao
    , Mike Zheng Shou,
    Hwee Tou Ng
  11. GUI-Narrator: Detecting and Captioning Computer GUI Actions
    ACM MM 2025 ·
    Qinchen Wu
    ,
    Difei Gao
    ,
    Qinghong Lin
    ,
    Zhuoyu Wu
    , Mike Zheng Shou
  12. Grounding Multimodal Large Language Model in GUI World
    ICLR 2025 ·
    Weixian Lei
    ,
    Difei Gao
    , Mike Zheng Shou
  13. IDProtector: An Adversarial Noise Encoder to Protect Against ID-Preserving Image Generation
    CVPR 2025 ·
    Yiren Song
    ,
    Pei Yang
    ,
    Hai Ci
    , Mike Zheng Shou
  14. Image Watermarks are Removable using Controllable Regeneration from Clean Noise
    ICLR 2025 ·
    Yepeng Liu
    ,
    Yiren Song
    ,
    Hai Ci
    ,
    Yu Zhang
    ,
    Haofan Wang
    , Mike Zheng Shou,
    Yuheng Bu
  15. Impossible Videos
    ICML 2025 ·
    Zechen Bai
    ,
    Hai Ci
    , Mike Zheng Shou
  16. InterFeedback: Unveiling Interactive Intelligence of Large Multimodal Models with Human Feedback
    EMNLP 2025 ·
    Henry Hengyuan Zhao
    ,
    Wenqi Pei
    ,
    Yifei Tao
    ,
    Haiyang Mei
    , Mike Zheng Shou
  17. LayerTracer: Cognitive-Aligned Layered SVG Synthesis via Diffusion Transformer
    ICCV 2025 ·
    Yiren Song
    ,
    Danze Chen
    , Mike Zheng Shou
  18. LiveCC: Learning Video LLM with Streaming Speech Transcription at Scale
    CVPR 2025 ·
    Joya Chen
    ,
    Ziyun Zeng
    ,
    Yiqi Lin
    ,
    Wei Li
    ,
    Zejun Ma
    , Mike Zheng Shou
  19. MP-Mat: A 3D-and-Instance-Aware Human Matting and Editing Framework with Multiplane Representation
    ICLR 2025 ·
    Siyi Jiao
    ,
    Wenzheng Zeng
    ,
    Yerong Li
    ,
    Huayu Zhang
    ,
    Changxin Gao
    ,
    Nong Sang
    , Mike Zheng Shou
  20. MovieBench: A Hierarchical Movie Level Dataset for Long Video Generation
    CVPR 2025 ·
    Weijia Wu
    ,
    Mingyu Liu
    ,
    Zeyu Zhu
    ,
    Xi Xia
    ,
    Haoen Feng
    ,
    Wen Wang
    ,
    Kevin Qinghong Lin
    ,
    Chunhua Shen
    , Mike Zheng Shou
  21. OmniConsistency: Learning Style-Agnostic Consistency from Paired Stylization Data
    NeurIPS 2025 ·
    Yiren Song
    ,
    Cheng Liu
    , Mike Zheng Shou
  22. PANDA: Towards Generalist Video Anomaly Detection via Agentic AI Engineer
    NeurIPS 2025 ·
    Zhiwei Yang
    ,
    Chen Gao
    , Mike Zheng Shou
  23. PhysReason: A Comprehensive Benchmark towards Physics-Based Reasoning
    ACL 2025 ·
    Xinyu Zhang
    ,
    Yuxuan Dong
    ,
    Yanrui Wu
    ,
    Jiaxing Huang
    ,
    Chengyou Jia
    ,
    Basura Fernando
    , Mike Zheng Shou,
    Lingling Zhang
    ,
    Jun Liu
  24. ROICtrl: Boosting Instance Control for Visual Generation
    CVPR 2025 ·
    Yuchao Gu
    ,
    Yipin Zhou
    ,
    Yunfan Ye
    ,
    Yixin Nie
    ,
    Licheng Yu
    ,
    Pingchuan Ma
    ,
    Kevin Qinghong Lin
    , Mike Zheng Shou
  25. ReCapture: Generative Video Camera Controls for User-Provided Videos using Masked Video Fine-Tuning
    CVPR 2025 ·
    David Junhao Zhang
    ,
    Roni Paiss
    ,
    Shiran Zada
    ,
    Nikhil Karnad
    ,
    David E. Jacobs
    ,
    Yael Pritch
    ,
    Inbar Mosseri
    , Mike Zheng Shou,
    Neal Wadhwa
    ,
    Nataniel Ruiz
  26. SAM-I2V: Upgrading SAM to Support Promptable Video Segmentation with Less than 0.2% Training Cost
    CVPR 2025 ·
    Haiyang Mei
    ,
    Pengyu Zhang
    , Mike Zheng Shou
  27. Show-o2: Improved Native Unified Multimodal Models
    NeurIPS 2025 ·
    Jinheng Xie
    ,
    Zhenheng Yang
    , Mike Zheng Shou
  28. Show-o: One Single Transformer to Unify Multimodal Understanding and Generation
    ICLR 2025 ·
    Jinheng Xie
    ,
    Weijia Mao
    ,
    Zechen Bai
    ,
    David Junhao Zhang
    ,
    Weihao Wang
    ,
    Kevin Qinghong Lin
    ,
    Yuchao Gu
    ,
    Zhijie Chen
    ,
    Zhenheng Yang
    , Mike Zheng Shou
  29. ShowUI: One Vision-Language-Action Model for GUI Visual Agent
    CVPR 2025 ·
    Kevin Qinghong Lin
    ,
    Linjie Li
    ,
    Difei Gao
    ,
    Zhengyuan Yang
    ,
    Shiwei Wu
    ,
    Zechen Bai
    ,
    Stan Weixian Lei
    ,
    Lijuan Wang
    , Mike Zheng Shou
  30. Sparse Image Synthesis via Joint Latent and RoI Flow
    NeurIPS 2025 ·
    Ziteng Gao
    ,
    Jay Zhangjie Wu
    , Mike Zheng Shou
  31. Think or Not? Selective Reasoning via Reinforcement Learning for Vision-Language Models
    NeurIPS 2025 ·
    Jiaqi Wang
    ,
    Kevin Qinghong Lin
    ,
    James Cheng
    , Mike Zheng Shou
  32. VG-TVP: Multimodal Procedural Planning via Visually Grounded Text-Video Prompting
    AAAI 2025 ·
    Muhammet Furkan Ilaslan
    ,
    Ali Köksal
    ,
    Kevin Qinghong Lin
    ,
    Burak Satar
    , Mike Zheng Shou,
    Qianli Xu
  33. VLog: Video-Language Models by Generative Retrieval of Narration Vocabulary
    CVPR 2025 ·
    Kevin Qinghong Lin
    , Mike Zheng Shou
  34. WMAdapter: Adding WaterMark Control to Latent Diffusion Models
    ICML 2025 ·
    Hai Ci
    ,
    Yiren Song
    ,
    Pei Yang
    ,
    Jinheng Xie
    , Mike Zheng Shou
  35. macOSWorld: A Multilingual Interactive Benchmark for GUI Agents
    NeurIPS 2025 ·
    Pei Yang
    ,
    Hai Ci
    , Mike Zheng Shou
  36. Apprenticeship-Inspired Elegance: Synergistic Knowledge Distillation Empowers Spiking Neural Networks for Efficient Single-Eye Emotion Recognition
    IJCAI 2024 ·
    Yang Wang
    ,
    Haiyang Mei
    ,
    Qirui Bao
    ,
    Ziqi Wei
    , Mike Zheng Shou,
    Haizhou Li
    ,
    Bo Dong
    ,
    Xin Yang
  37. AssistEditor: Multi-Agent Collaboration for GUI Workflow Automation in Video Creation
    ACM MM 2024 ·
    Difei Gao
    ,
    Siyuan Hu
    ,
    Zechen Bai
    ,
    Qinghong Lin
    , Mike Zheng Shou
  38. AssistGUI: Task-Oriented PC Graphical User Interface Automation
    CVPR 2024 ·
    Difei Gao
    ,
    Lei Ji
    ,
    Zechen Bai
    ,
    Mingyu Ouyang
    ,
    Peiran Li
    ,
    Dongxing Mao
    ,
    Qinchen Wu
    ,
    Weichen Zhang
    ,
    Peiyi Wang
    ,
    Xiangwu Guo
    ,
    Hengxu Wang
    ,
    Luowei Zhou
    , Mike Zheng Shou
  39. Bootstrapping SparseFormers from Vision Foundation Models
    CVPR 2024 ·
    Ziteng Gao
    ,
    Zhan Tong
    ,
    Kevin Qinghong Lin
    ,
    Joya Chen
    , Mike Zheng Shou
  40. Can Simple Averaging Defeat Modern Watermarks?
    NeurIPS 2024 ·
    Pei Yang
    ,
    Hai Ci
    ,
    Yiren Song
    , Mike Zheng Shou
  41. Delocate: Detection and Localization for Deepfake Videos with Randomly-Located Tampered Traces
    IJCAI 2024 ·
    Juan Hu
    ,
    Xin Liao
    ,
    Difei Gao
    ,
    Satoshi Tsutsui
    ,
    Qian Wang
    ,
    Zheng Qin
    , Mike Zheng Shou
  42. DoFIT: Domain-aware Federated Instruction Tuning with Alleviated Catastrophic Forgetting
    NeurIPS 2024 ·
    Binqian Xu
    ,
    Xiangbo Shu
    ,
    Haiyang Mei
    ,
    Zechen Bai
    ,
    Basura Fernando
    , Mike Zheng Shou,
    Jinhui Tang
  43. DragAnything: Motion Control for Anything Using Entity Representation
    ECCV 2024 ·
    Weijia Wu
    ,
    Zhuang Li
    ,
    Yuchao Gu
    ,
    Rui Zhao
    ,
    Yefei He
    ,
    David Junhao Zhang
    , Mike Zheng Shou,
    Yan Li
    ,
    Tingting Gao
    ,
    Di Zhang
  44. DynVideo-E: Harnessing Dynamic NeRF for Large-Scale Motion- and View-Change Human-Centric Video Editing
    CVPR 2024 ·
    Jia-Wei Liu
    ,
    Yan-Pei Cao
    ,
    Jay Zhangjie Wu
    ,
    Weijia Mao
    ,
    Yuchao Gu
    ,
    Rui Zhao
    ,
    Jussi Keppo
    ,
    Ying Shan
    , Mike Zheng Shou
  45. EvolveDirector: Approaching Advanced Text-to-Image Generation with Large Vision-Language Models
    NeurIPS 2024 ·
    Rui Zhao
    ,
    Hangjie Yuan
    ,
    Yujie Wei
    ,
    Shiwei Zhang
    ,
    Yuchao Gu
    ,
    Lingmin Ran
    ,
    Xiang Wang
    ,
    Jay Zhangjie Wu
    ,
    David Junhao Zhang
    ,
    Yingya Zhang
    , Mike Zheng Shou
  46. Exocentric-to-Egocentric Video Generation
    NeurIPS 2024 ·
    Jia-Wei Liu
    ,
    Weijia Mao
    ,
    Zhongcong Xu
    ,
    Jussi Keppo
    , Mike Zheng Shou
  47. Free-ATM: Harnessing Free Attention Masks for Representation Learning on Diffusion-Generated Images
    ECCV 2024 ·
    David Junhao Zhang
    ,
    Mutian Xu
    ,
    Jay Zhangjie Wu
    ,
    Chuhui Xue
    ,
    Wenqing Zhang
    ,
    Xiaoguang Han
    ,
    Song Bai
    , Mike Zheng Shou
  48. GENIXER: Empowering Multimodal Large Language Model as a Powerful Data Generator
    ECCV 2024 ·
    Henry Hengyuan Zhao
    ,
    Pan Zhou
    , Mike Zheng Shou
  49. L4D-Track: Language-to-4D Modeling Towards 6-DoF Tracking and Shape Reconstruction in 3D Point Cloud Stream
    CVPR 2024 ·
    Jingtao Sun
    ,
    Yaonan Wang
    ,
    Mingtao Feng
    ,
    Yulan Guo
    ,
    Ajmal Mian
    , Mike Zheng Shou
  50. LOVA3: Learning to Visual Question Answering, Asking and Assessment
    NeurIPS 2024 ·
    Henry Hengyuan Zhao
    ,
    Pan Zhou
    ,
    Difei Gao
    ,
    Zechen Bai
    , Mike Zheng Shou
  51. Learning Video Context as Interleaved Multimodal Sequences
    ECCV 2024 ·
    Kevin Qinghong Lin
    ,
    Pengchuan Zhang
    ,
    Difei Gao
    ,
    Xide Xia
    ,
    Joya Chen
    ,
    Ziteng Gao
    ,
    Jinheng Xie
    ,
    Xuhong Xiao
    , Mike Zheng Shou
  52. Leveraging Visual Tokens for Extended Text Contexts in Multi-Modal Learning
    NeurIPS 2024 ·
    Alex Jinpeng Wang
    ,
    Linjie Li
    ,
    Yiqi Lin
    ,
    Min Li
    ,
    Lijuan Wang
    , Mike Zheng Shou
  53. MAG-Edit: Localized Image Editing in Complex Scenarios via Mask-Based Attention-Adjusted Guidance
    ACM MM 2024 ·
    Qi Mao
    ,
    Lan Chen
    ,
    Yuchao Gu
    ,
    Zhen Fang
    , Mike Zheng Shou
  54. MagicAnimate: Temporally Consistent Human Image Animation using Diffusion Model
    CVPR 2024 ·
    Zhongcong Xu
    ,
    Jianfeng Zhang
    ,
    Jun Hao Liew
    ,
    Hanshu Yan
    ,
    Jia-Wei Liu
    ,
    Chenxu Zhang
    ,
    Jiashi Feng
    , Mike Zheng Shou
  55. MotionDirector: Motion Customization of Text-to-Video Diffusion Models
    ECCV 2024 ·
    Rui Zhao
    ,
    Yuchao Gu
    ,
    Jay Zhangjie Wu
    ,
    David Junhao Zhang
    ,
    Jia-Wei Liu
    ,
    Weijia Wu
    ,
    Jussi Keppo
    , Mike Zheng Shou
  56. One Token to Seg Them All: Language Instructed Reasoning Segmentation in Videos
    NeurIPS 2024 ·
    Zechen Bai
    ,
    Tong He
    ,
    Haiyang Mei
    ,
    Pichao Wang
    ,
    Ziteng Gao
    ,
    Joya Chen
    ,
    Lei Liu
    ,
    Zheng Zhang
    , Mike Zheng Shou
  57. Parrot Captions Teach CLIP to Spot Text
    ECCV 2024 ·
    Yiqi Lin
    ,
    Conghui He
    ,
    Alex Jinpeng Wang
    ,
    Bin Wang
    ,
    Weijia Li
    , Mike Zheng Shou
  58. Rethinking the Objectives of Vector-Quantized Tokenizers for Image Synthesis
    CVPR 2024 ·
    Yuchao Gu
    ,
    Xintao Wang
    ,
    Yixiao Ge
    ,
    Ying Shan
    , Mike Zheng Shou
  59. RingID: Rethinking Tree-Ring Watermarking for Enhanced Multi-key Identification
    ECCV 2024 ·
    Hai Ci
    ,
    Pei Yang
    ,
    Yiren Song
    , Mike Zheng Shou
  60. Skinned Motion Retargeting with Dense Geometric Interaction Perception
    NeurIPS 2024 ·
    Zijie Ye
    ,
    Jia-Wei Liu
    ,
    Jia Jia
    ,
    Shikun Sun
    , Mike Zheng Shou
  61. SparseFormer: Sparse Visual Recognition via Limited Latent Tokens
    ICLR 2024 ·
    Ziteng Gao
    ,
    Zhan Tong
    ,
    Limin Wang
    , Mike Zheng Shou
  62. Tune-an-Ellipse: CLIP Has Potential to Find what you Want
    CVPR 2024 ·
    Jinheng Xie
    ,
    Songhe Deng
    ,
    Bing Li
    ,
    Haozhe Liu
    ,
    Yawen Huang
    ,
    Yefeng Zheng
    ,
    Jürgen Schmidhuber
    ,
    Bernard Ghanem
    ,
    Linlin Shen
    , Mike Zheng Shou
  63. VIT-LENS: Towards Omni-modal Representations
    CVPR 2024 ·
    Weixian Lei
    ,
    Yixiao Ge
    ,
    Kun Yi
    ,
    Jianfeng Zhang
    ,
    Difei Gao
    ,
    Dylan Sun
    ,
    Yuying Ge
    ,
    Ying Shan
    , Mike Zheng Shou
  64. VideoGUI: A Benchmark for GUI Automation from Instructional Videos
    NeurIPS 2024 ·
    Kevin Qinghong Lin
    ,
    Linjie Li
    ,
    Difei Gao
    ,
    Qinchen Wu
    ,
    Mingyi Yan
    ,
    Zhengyuan Yang
    ,
    Lijuan Wang
    , Mike Zheng Shou
  65. VideoLLM-MoD: Efficient Video-Language Streaming with Mixture-of-Depths Vision Computation
    NeurIPS 2024 ·
    Shiwei Wu
    ,
    Joya Chen
    ,
    Kevin Qinghong Lin
    ,
    Qimeng Wang
    ,
    Yan Gao
    ,
    Qianli Xu
    ,
    Tong Xu
    ,
    Yao Hu
    ,
    Enhong Chen
    , Mike Zheng Shou
  66. VideoLLM-online: Online Video Large Language Model for Streaming Video
    CVPR 2024 ·
    Joya Chen
    ,
    Zhaoyang Lv
    ,
    Shiwei Wu
    ,
    Kevin Qinghong Lin
    ,
    Chenan Song
    ,
    Difei Gao
    ,
    Jia-Wei Liu
    ,
    Ziteng Gao
    ,
    Dongxing Mao
    , Mike Zheng Shou
  67. VideoSwap: Customized Video Subject Swapping with Interactive Semantic Point Correspondence
    CVPR 2024 ·
    Yuchao Gu
    ,
    Yipin Zhou
    ,
    Bichen Wu
    ,
    Licheng Yu
    ,
    Jia-Wei Liu
    ,
    Rui Zhao
    ,
    Jay Zhangjie Wu
    ,
    David Junhao Zhang
    , Mike Zheng Shou,
    Kevin Tang
  68. Visual Perception by Large Language Model's Weights
    NeurIPS 2024 ·
    Feipeng Ma
    ,
    Hongwei Xue
    ,
    Yizhou Zhou
    ,
    Guangting Wang
    ,
    Fengyun Rao
    ,
    Shilin Yan
    ,
    Yueyi Zhang
    ,
    Siying Wu
    , Mike Zheng Shou,
    Xiaoyan Sun
  69. X- Adapter: Universal Compatibility of Plugins for Upgraded Diffusion Model
    CVPR 2024 ·
    Lingmin Ran
    ,
    Xiaodong Cun
    ,
    Jia-Wei Liu
    ,
    Rui Zhao
    ,
    Song Zijie
    ,
    Xintao Wang
    ,
    Jussi Keppo
    , Mike Zheng Shou