Correlated warped Gaussian processes for gender-specific age estimation. - Difei Gao; Lili Pan 001; Risheng Liu; Rui Chen; Mei Xie (ICIP, 2015)

Visual Textbook Network: Watch Carefully before Answering Visual Questions. - Difei Gao; Ruiping Wang 001; Shiguang Shan; Xilin Chen 001 (BMVC, 2017)

From Two Graphs to N Questions: A VQA Dataset for Compositional Reasoning on Vision and Commonsense. - Difei Gao; Ruiping Wang 001; Shiguang Shan; Xilin Chen 001 (CoRR, 2019)

Multi-Modal Graph Neural Network for Joint Reasoning on Vision and Scene Text. - Difei Gao; Ke Li 012; Ruiping Wang 001; Shiguang Shan; Xilin Chen 001 (CVPR, 2020)

Learning to Recognize Visual Concepts for Visual Question Answering With Structural Label Space. - Difei Gao; Ruiping Wang 001; Shiguang Shan; Xilin Chen 001 (IEEE J. Sel. Top. Signal Process., 2020)

Env-QA: A Video Question Answering Benchmark for Comprehensive Understanding of Dynamic Environments. - Difei Gao; Ruiping Wang 001; Ziyi Bai; Xilin Chen 001 (ICCV, 2021)

AssistSR: Affordance-centric Question-driven Video Segment Retrieval. - Stan Weixian Lei; Yuxuan Wang; Dongxing Mao; Difei Gao; Mike Zheng Shou (CoRR, 2021)

GEB+: A Benchmark for Generic Event Boundary Captioning, Grounding and Retrieval. - Yuxuan Wang; Difei Gao; Licheng Yu; Weixian Lei; Matt Feiszli; Mike Zheng Shou (ECCV (35), 2022)

AssistQ: Affordance-Centric Question-Driven Task Completion for Egocentric Assistant. - Benita Wong; Joya Chen; You Wu; Stan Weixian Lei; Dongxing Mao; Difei Gao; Mike Zheng Shou (ECCV (36), 2022)

AssistSR: Task-oriented Video Segment Retrieval for Personal AI Assistant. - Weixian Lei; Difei Gao; Yuxuan Wang; Dongxing Mao; Zihan Liang; Lingmin Ran; Mike Zheng Shou (EMNLP (Findings), 2022)

Egocentric Video-Language Pretraining. - Kevin Qinghong Lin; Jinpeng Wang 001; Mattia Soldan; Michael Wray; Rui Yan 001; Eric Zhongcong Xu; Difei Gao; Rong-Cheng Tu; Wenzhe Zhao; Weijie Kong; Chengfei Cai; Hongfa Wang; et al. (NeurIPS, 2022)

GEB+: A benchmark for generic event boundary captioning, grounding and text-based retrieval. - Yuxuan Wang; Difei Gao; Licheng Yu; Stan Weixian Lei; Matt Feiszli; Mike Zheng Shou (CoRR, 2022)

Egocentric Video-Language Pretraining. - Kevin Qinghong Lin; Alex Jinpeng Wang; Mattia Soldan; Michael Wray; Rui Yan 001; Eric Zhongcong Xu; Difei Gao; Rong-Cheng Tu; Wenzhe Zhao; Weijie Kong; Chengfei Cai; Hongfa Wang; et al. (CoRR, 2022)

Egocentric Video-Language Pretraining @ Ego4D Challenge 2022. - Kevin Qinghong Lin; Alex Jinpeng Wang; Mattia Soldan; Michael Wray; Rui Yan 001; Eric Zhongcong Xu; Difei Gao; Rong-Cheng Tu; Wenzhe Zhao; Weijie Kong; Chengfei Cai; Hongfa Wang; et al. (CoRR, 2022)

An Efficient COarse-to-fiNE Alignment Framework @ Ego4D Natural Language Queries Challenge 2022. - Zhijian Hou; Wanjun Zhong; Lei Ji 001; Difei Gao; Kun Yan; Wing Kwong Chan; Chong-Wah Ngo; Zheng Shou 001; Nan Duan (CoRR, 2022)

Symbolic Replay: Scene Graph as Prompt for Continual Learning on VQA Task. - Stan Weixian Lei; Difei Gao; Jay Zhangjie Wu; Yuxuan Wang; Wei Liu 005; Mengmi Zhang; Mike Zheng Shou (AAAI, 2023)

CONE: An Efficient COarse-to-fiNE Alignment Framework for Long Video Temporal Grounding. - Zhijian Hou; Wanjun Zhong; Lei Ji 001; Difei Gao; Kun Yan; Wing Kwong Chan; Chong-Wah Ngo; Mike Zheng Shou; Nan Duan (ACL (1), 2023)

Affordance Grounding from Demonstration Video to Target Image. - Joya Chen; Difei Gao; Kevin Qinghong Lin; Mike Zheng Shou (CVPR, 2023)

MIST : Multi-modal Iterative Spatial-Temporal Transformer for Long-form Video Question Answering. - Difei Gao; Luowei Zhou; Lei Ji 001; Linchao Zhu; Yi Yang 001; Mike Zheng Shou (CVPR, 2023)

GazeVQA: A Video Question Answering Dataset for Multiview Eye-Gaze Task-Oriented Collaborations. - Muhammet Furkan Ilaslan; Chenan Song; Joya Chen; Difei Gao; Weixian Lei; Qianli Xu; Joo Lim; Mike Zheng Shou (EMNLP, 2023)

UniVTG: Towards Unified Video-Language Temporal Grounding. - Kevin Qinghong Lin; Pengchuan Zhang; Joya Chen; Shraman Pramanick; Difei Gao; Alex Jinpeng Wang; Rui Yan 001; Mike Zheng Shou (ICCV, 2023)

Learning to Learn: How to Continuously Teach Humans and Machines. - Parantak Singh; You Li; Ankur Sikarwar; Weixian Lei; Difei Gao; Morgan B. Talbot; Ying Sun 001; Mike Zheng Shou; Gabriel Kreiman; Mengmi Zhang (ICCV, 2023)

DeepfakeMAE: Facial Part Consistency Aware Masked Autoencoder for Deepfake Video Detection. - Juan Hu; Xin Liao 001; Difei Gao; Satoshi Tsutsui; Zheng Qin 001; Mike Zheng Shou (CoRR, 2023)

Mover: Mask and Recovery based Facial Part Consistency Aware Method for Deepfake Video Detection. - Juan Hu; Xin Liao 001; Difei Gao; Satoshi Tsutsui; Qian Wang; Zheng Qin 001; Mike Zheng Shou (CoRR, 2023)

AssistGPT: A General Multi-modal Assistant that can Plan, Execute, Inspect, and Learn. - Difei Gao; Lei Ji 001; Luowei Zhou; Kevin Qinghong Lin; Joya Chen; Zihan Fan; Mike Zheng Shou (CoRR, 2023)

GroundNLQ @ Ego4D Natural Language Queries Challenge 2023. - Zhijian Hou; Lei Ji 001; Difei Gao; Wanjun Zhong; Kun Yan; Chao Li; Wing-Kwong Chan; Chong-Wah Ngo; Nan Duan; Mike Zheng Shou (CoRR, 2023)

Recap: Detecting Deepfake Video with Unpredictable Tampered Traces via Recovering Faces and Mapping Recovered Faces. - Juan Hu; Xin Liao 001; Difei Gao; Satoshi Tsutsui; Qian Wang; Zheng Qin 001; Mike Zheng Shou (CoRR, 2023)

CVPR 2023 Text Guided Video Editing Competition. - Jay Zhangjie Wu; Xiuyu Li; Difei Gao; Zhen Dong 003; Jinbin Bai; Aishani Singh; Xiaoyu Xiang; Youzeng Li; Zuwei Huang; Yuanxi Sun; Rui He; Feng Hu; et al. (CoRR, 2023)

ViT-Lens-2: Gateway to Omni-modal Intelligence. - Weixian Lei; Yixiao Ge; Kun Yi; Jianfeng Zhang; Difei Gao; Dylan Sun 001; Yuying Ge; Ying Shan; Mike Zheng Shou (CoRR, 2023)

ASSISTGUI: Task-Oriented Desktop Graphical User Interface Automation. - Difei Gao; Lei Ji 001; Zechen Bai; Mingyu Ouyang; Peiran Li; Dongxing Mao; Qinchen Wu; Weichen Zhang; Peiyi Wang; Xiangwu Guo; Hengxu Wang; Luowei Zhou; et al. (CoRR, 2023)

CRIC: A VQA Dataset for Compositional Reasoning on Vision and Commonsense. - Difei Gao; Ruiping Wang 001; Shiguang Shan; Xilin Chen 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

VideoLLM-online: Online Video Large Language Model for Streaming Video. - Joya Chen; Zhaoyang Lv; Shiwei Wu; Kevin Qinghong Lin; Chenan Song; Difei Gao; Jia-Wei Liu; Ziteng Gao; Dongxing Mao; Mike Zheng Shou (CVPR, 2024)

AssistGUI: Task-Oriented PC Graphical User Interface Automation. - Difei Gao; Lei Ji 001; Zechen Bai; Mingyu Ouyang; Peiran Li; Dongxing Mao; Qinchen Wu; Weichen Zhang; Peiyi Wang; Xiangwu Guo; Hengxu Wang; Luowei Zhou; et al. (CVPR, 2024)

VIT-LENS: Towards Omni-modal Representations. - Weixian Lei; Yixiao Ge; Kun Yi; Jianfeng Zhang; Difei Gao; Dylan Sun 001; Yuying Ge; Ying Shan; Mike Zheng Shou (CVPR, 2024)

Learning Video Context as Interleaved Multimodal Sequences. - Kevin Qinghong Lin; Pengchuan Zhang; Difei Gao; Xide Xia; Joya Chen; Ziteng Gao; Jinheng Xie; Xuhong Xiao; Mike Zheng Shou (ECCV (49), 2024)

AssistGPT: Towards Multi-modal Agent for Human-Centric AI Assistant. - Difei Gao; Siyuan Hu; Qinghong Lin; Mike Zheng Shou (HCMA@MM, 2024)

Delocate: Detection and Localization for Deepfake Videos with Randomly-Located Tampered Traces. - Juan Hu; Xin Liao 001; Difei Gao; Satoshi Tsutsui; Qian Wang; Zheng Qin 001; Mike Zheng Shou (IJCAI, 2024)

AssistEditor: Multi-Agent Collaboration for GUI Workflow Automation in Video Creation. - Difei Gao; Siyuan Hu; Zechen Bai; Qinghong Lin; Mike Zheng Shou (ACM Multimedia, 2024)

VideoGUI: A Benchmark for GUI Automation from Instructional Videos. - Kevin Qinghong Lin; Linjie Li; Difei Gao; Qinchen Wu; Mingyi Yan; Zhengyuan Yang; Lijuan Wang; Mike Zheng Shou (NeurIPS, 2024)

LOVA3: Learning to Visual Question Answering, Asking and Assessment. - Henry Hengyuan Zhao; Pan Zhou 002; Difei Gao; Zechen Bai; Mike Zheng Shou (NeurIPS, 2024)

LOVA3: Learning to Visual Question Answering, Asking and Assessment. - Henry Hengyuan Zhao; Pan Zhou 002; Difei Gao; Mike Zheng Shou (CoRR, 2024)

GUI Action Narrator: Where and When Did That Action Take Place? - Qinchen Wu; Difei Gao; Kevin Qinghong Lin; Zhuoyu Wu; Xiangwu Guo; Peiran Li; Weichen Zhang; Hengxu Wang; Mike Zheng Shou (CoRR, 2024)

The Dawn of GUI Agent: A Preliminary Case Study with Claude 3.5 Computer Use. - Siyuan Hu; Mingyu Ouyang; Difei Gao; Mike Zheng Shou (CoRR, 2024)

ShowUI: One Vision-Language-Action Model for GUI Visual Agent. - Kevin Qinghong Lin; Linjie Li; Difei Gao; Zhengyuan Yang; Shiwei Wu; Zechen Bai; Weixian Lei; Lijuan Wang; Mike Zheng Shou (CoRR, 2024)

Event Graph Guided Compositional Spatial-Temporal Reasoning for Video Question Answering. - Ziyi Bai; Ruiping Wang 001; Difei Gao; Xilin Chen 001 (IEEE Trans. Image Process., 2024)

ShowUI: One Vision-Language-Action Model for GUI Visual Agent. - Kevin Qinghong Lin; Linjie Li; Difei Gao; Zhengyuan Yang; Shiwei Wu; Zechen Bai; Stan Weixian Lei; Lijuan Wang; Mike Zheng Shou (CVPR, 2025)

Grounding Multimodal Large Language Model in GUI World. - Weixian Lei; Difei Gao; Mike Zheng Shou (ICLR, 2025)

WorldGUI: Dynamic Testing for Comprehensive Desktop GUI Automation. - Henry Hengyuan Zhao; Difei Gao; Mike Zheng Shou (CoRR, 2025)

EmoAgent: Multi-Agent Collaboration of Plan, Edit, and Critic, for Affective Image Manipulation. - Qi Mao 002; Haobo Hu; Yujie He; Difei Gao; Haokun Chen; Libiao Jin (CoRR, 2025)

Show-1: Marrying Pixel and Latent Diffusion Models for Text-to-Video Generation. - David Junhao Zhang; Jay Zhangjie Wu; Jia-Wei Liu; Rui Zhao 001; Lingmin Ran; Yuchao Gu; Difei Gao; Mike Zheng Shou (Int. J. Comput. Vis., 2025)