Deep Superpixel Cut for Unsupervised Image Segmentation. - Qinghong Lin; Weichan Zhong; Jianglin Lu (ICPR, 2020)

Label Self-Adaption Hashing for Image Retrieval. - Jianglin Lu; Zhihui Lai 001; Jingxu Lin; Qinghong Lin; Jie Zhou 009 (ICPR, 2020)

Deep Self-Adaptive Hashing for Image Retrieval. - Qinghong Lin; Xiaojun Chen 006; Qin Zhang 011; Shangxuan Tian; Yudong Chen (CIKM, 2021)

Deep Unsupervised Hashing with Latent Semantic Components. - Qinghong Lin; Xiaojun Chen 006; Qin Zhang 011; Shaotian Cai; Wenzhe Zhao; Hongfa Wang (AAAI, 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)

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 @ EPIC-KITCHENS-100 Multi-Instance Retrieval Challenge 2022. - Kevin Qinghong Lin; Alex Jinpeng Wang; Rui Yan 001; Eric Zhongcong Xu; Rong-Cheng Tu; Yanru Zhu; Wenzhe Zhao; Weijie Kong; Chengfei Cai; Hongfa Wang; Wei Liu 005; Mike Zheng Shou (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)

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

All in One: Exploring Unified Video-Language Pre-Training. - Jinpeng Wang 001; Yixiao Ge; Rui Yan 001; Yuying Ge; Kevin Qinghong Lin; Satoshi Tsutsui; Xudong Lin 003; Guanyu Cai; Jianping Wu; Ying Shan; Xiaohu Qie; Mike Zheng Shou (CVPR, 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)

EgoVLPv2: Egocentric Video-Language Pre-training with Fusion in the Backbone. - Shraman Pramanick; Yale Song; Sayan Nag; Kevin Qinghong Lin; Hardik Shah; Mike Zheng Shou; Rama Chellappa; Pengchuan Zhang (ICCV, 2023)

Too Large; Data Reduction for Vision-Language Pre-Training. - Alex Jinpeng Wang; Kevin Qinghong Lin; David Junhao Zhang; Stan Weixian Lei; Mike Zheng Shou (ICCV, 2023)

Learning Visual Prior via Generative Pre-Training. - Jinheng Xie; Kai Ye 004; Yudong Li 001; Yuexiang Li; Kevin Qinghong Lin; Yefeng Zheng 001; Linlin Shen; Mike Zheng Shou (NeurIPS, 2023)

VisorGPT: Learning Visual Prior via Generative Pre-Training. - Jinheng Xie; Kai Ye 004; Yudong Li 001; Yuexiang Li; Kevin Qinghong Lin; Yefeng Zheng 001; Linlin Shen; 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)

DiffusionVMR: Diffusion Model for Video Moment Retrieval. - Henghao Zhao; Kevin Qinghong Lin; Rui Yan 001; Zechao Li (CoRR, 2023)

Unsupervised Hashing with Semantic Concept Mining. - Rong-Cheng Tu; Xian-Ling Mao; Kevin Qinghong Lin; Chengfei Cai; Weize Qin; Wei Wei 002; Hongfa Wang; Heyan Huang (Proc. ACM Manag. Data, 2023)

Unsupervised Cross-Modal Hashing via Semantic Text Mining. - Rong-Cheng Tu; Xian-Ling Mao; Qinghong Lin; Wenjin Ji; Weize Qin; Wei Wei 002; Heyan Huang (IEEE Trans. Multim., 2023)

Unsupervised Cross-Modal Hashing With Modality-Interaction. - Rong-Cheng Tu; Jie Jiang 015; Qinghong Lin; Chengfei Cai; Shangxuan Tian; Hongfa Wang; Wei Liu 005 (IEEE Trans. Circuits Syst. Video Technol., 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)

Bootstrapping SparseFormers from Vision Foundation Models. - Ziteng Gao; Zhan Tong; Kevin Qinghong Lin; Joya Chen; 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)

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)

VideoLLM-MoD: Efficient Video-Language Streaming with Mixture-of-Depths Vision Computation. - Shiwei Wu; Joya Chen; Kevin Qinghong Lin; Qimeng Wang; Yan Gao 017; Qianli Xu; Tong Xu 001; Yao Hu 002; Enhong Chen; Mike Zheng Shou (NeurIPS, 2024)

COSMO: COntrastive Streamlined MultimOdal Model with Interleaved Pre-Training. - Alex Jinpeng Wang; Linjie Li; Kevin Qinghong Lin; Jianfeng Wang; Kevin Lin; Zhengyuan Yang; Lijuan Wang; Mike Zheng Shou (CoRR, 2024)

Learning Long-form Video Prior via Generative Pre-Training. - Jinheng Xie; Jiajun Feng; Zhaoxu Tian; Kevin Qinghong Lin; Yawen Huang; Xi Xia; Nanxu Gong; Xu Zuo; Jiaqi Yang; Yefeng Zheng 001; 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)

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)

VG-TVP: Multimodal Procedural Planning via Visually Grounded Text-Video Prompting. - Muhammet Furkan Ilaslan; Ali Köksal; Kevin Qinghong Lin; Burak Satar; Mike Zheng Shou; Qianli Xu (AAAI, 2025)

MovieBench: A Hierarchical Movie Level Dataset for Long Video Generation. - Weijia Wu 001; Mingyu Liu; Zeyu Zhu; Xi Xia; Haoen Feng; Wen Wang 015; Kevin Qinghong Lin; Chunhua Shen; Mike Zheng Shou (CVPR, 2025)

ROICtrl: Boosting Instance Control for Visual Generation. - Yuchao Gu; Yipin Zhou; Yunfan Ye; Yixin Nie; Licheng Yu; Pingchuan Ma 002; Kevin Qinghong Lin; Mike Zheng Shou (CVPR, 2025)

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)

VLog: Video-Language Models by Generative Retrieval of Narration Vocabulary. - Kevin Qinghong Lin; Mike Zheng Shou (CVPR, 2025)

Show-o: One Single Transformer to Unify Multimodal Understanding and Generation. - Jinheng Xie; Weijia Mao; Zechen Bai; David Junhao Zhang; Weihao Wang; Kevin Qinghong Lin; Yuchao Gu; Zhijie Chen; Zhenheng Yang; Mike Zheng Shou (ICLR, 2025)

Fusion-Attention Diagnosis Network (FADNet): An end-to-end framework for optic disc segmentation and ocular disease classification. - Yichen Xiao; Xuan Ding; Shengtao Liu; Yong Ma; Ting Zhang; Ziwei Xiang; Ruyi Zhang; Teruko Fukuyama; Jing Zhao; Yanze Yu; Xuejun Wang; Qinghong Lin; et al. (Inf. Fusion, 2025)

VideoMind: A Chain-of-LoRA Agent for Long Video Reasoning. - Ye Liu 002; Kevin Qinghong Lin; Chang Wen Chen; Mike Zheng Shou (CoRR, 2025)

UI-Vision: A Desktop-centric GUI Benchmark for Visual Perception and Interaction. - Shravan Nayak; Xiangru Jian; Kevin Qinghong Lin; Juan A. Rodríguez; Montek Kalsi; Rabiul Awal; Nicolas Chapados; M. Tamer Özsu; Aishwarya Agrawal; David Vázquez 001; Christopher Pal; Perouz Taslakian; et al. (CoRR, 2025)

Think or Not? Selective Reasoning via Reinforcement Learning for Vision-Language Models. - Jiaqi Wang; Kevin Qinghong Lin; James Cheng; Mike Zheng Shou (CoRR, 2025)

Paper2Poster: Towards Multimodal Poster Automation from Scientific Papers. - Wei Pang; Kevin Qinghong Lin; Xiangru Jian; Xi He; Philip Torr 001 (CoRR, 2025)

Reinforcement Learning in Vision: A Survey. - Weijia Wu 001; Chen Gao; Joya Chen; Kevin Qinghong Lin; Qingwei Meng; Yiming Zhang; Yuke Qiu; Hong Zhou; Mike Zheng Shou (CoRR, 2025)

DiffusionVMR: Diffusion Model for Joint Video Moment Retrieval and Highlight Detection. - Henghao Zhao; Kevin Qinghong Lin; Rui Yan 001; Zechao Li (IEEE Trans. Neural Networks Learn. Syst., 2025)