Video-Text Pre-training with Learned Regions. - Rui Yan 010; Mike Zheng Shou; Yixiao Ge; Alex Jinpeng Wang; Xudong Lin 003; Guanyu Cai; Jinhui Tang 001 (CoRR, 2021)

Object-aware Video-language Pre-training for Retrieval. - Alex Jinpeng Wang; Yixiao Ge; Guanyu Cai; Rui Yan 001; Xudong Lin 003; Ying Shan; Xiaohu Qie; Mike Zheng Shou (CVPR, 2022)

All in One: Exploring Unified Video-Language Pre-training. - Alex Jinpeng Wang; Yixiao Ge; Rui Yan 001; Yuying Ge; Xudong Lin 003; Guanyu Cai; Jianping Wu; Ying Shan; Xiaohu Qie; Mike Zheng Shou (CoRR, 2022)

Revitalize Region Feature for Democratizing Video-Language Pre-training. - Guanyu Cai; Yixiao Ge; Alex Jinpeng Wang; Rui Yan 001; Xudong Lin 003; Ying Shan; Lianghua He; Xiaohu Qie; Jianping Wu; Mike Zheng Shou (CoRR, 2022)

MILES: Visual BERT Pre-training with Injected Language Semantics for Video-text Retrieval. - Yuying Ge; Yixiao Ge; Xihui Liu; Alex Jinpeng Wang; Jianping Wu; Ying Shan; Xiaohu Qie; Ping Luo 002 (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 @ 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)

Position-guided Text Prompt for Vision-Language Pre-training. - Alex Jinpeng Wang; Pan Zhou 002; Mike Zheng Shou; Shuicheng Yan (CoRR, 2022)

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)

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)

Parrot Captions Teach CLIP to Spot Text. - Yiqi Lin; Conghui He; Alex Jinpeng Wang; Bin Wang 065; Weijia Li; Mike Zheng Shou (ECCV (42), 2024)

Leveraging Visual Tokens for Extended Text Contexts in Multi-Modal Learning. - Alex Jinpeng Wang; Linjie Li; Yiqi Lin; Min Li 007; Lijuan Wang; 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)

Enhancing Visual Grounding in Vision-Language Pre-Training With Position-Guided Text Prompts. - Alex Jinpeng Wang; Pan Zhou 002; Mike Zheng Shou; Shuicheng Yan (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Vision-centric Token Compression in Large Language Model. - Ling Xing 003; Alex Jinpeng Wang; Rui Yan 010; Jinhui Tang 001 (CoRR, 2025)

TextAtlas5M: A Large-scale Dataset for Dense Text Image Generation. - Alex Jinpeng Wang; Dongxing Mao; Jiawei Zhang; Weiming Han; Zhuobai Dong; Linjie Li; Yiqi Lin; Zhengyuan Yang; Libo Qin 001; Fuwei Zhang; Lijuan Wang; Min Li 007 (CoRR, 2025)

Beyond Words: Advancing Long-Text Image Generation via Multimodal Autoregressive Models. - Alex Jinpeng Wang; Linjie Li; Zhengyuan Yang; Lijuan Wang; Min Li 007 (CoRR, 2025)

V-MAGE: A Game Evaluation Framework for Assessing Visual-Centric Capabilities in Multimodal Large Language Models. - Xiangxi Zheng; Linjie Li; Zhengyuan Yang; Ping Yu; Alex Jinpeng Wang; Rui Yan; Yuan Yao; Lijuan Wang (CoRR, 2025)

Visual Thoughts: A Unified Perspective of Understanding Multimodal Chain-of-Thought. - Zihui Cheng; Qiguang Chen; Xiao Xu 005; Jiaqi Wang 012; Weiyun Wang; Hao Fei 003; Yidong Wang; Alex Jinpeng Wang; Zhi Chen 006; Wanxiang Che; Libo Qin 001 (CoRR, 2025)

Seeing is Not Reasoning: MVPBench for Graph-based Evaluation of Multi-path Visual Physical CoT. - Zhuobai Dong; Junchao Yi; Ziyuan Zheng; Haochen Han; Xiangxi Zheng; Alex Jinpeng Wang; Fangming Liu; Linjie Li (CoRR, 2025)

Unlearning the Noisy Correspondence Makes CLIP More Robust. - Haochen Han; Alex Jinpeng Wang; Peijun Ye 002; Fangming Liu (CoRR, 2025)

Negation-Aware Test-Time Adaptation for Vision-Language Models. - Haochen Han; Alex Jinpeng Wang; Fangming Liu (CoRR, 2025)