Counterfactually Measuring and Eliminating Social Bias in Vision-Language Pre-training Models. - Yi Zhang 101; Junyang Wang 001; Jitao Sang (ACM Multimedia, 2022)

FairCLIP: Social Bias Elimination based on Attribute Prototype Learning and Representation Neutralization. - Junyang Wang 001; Yi Zhang 101; Jitao Sang (CoRR, 2022)

Fair Visual Recognition via Intervention with Proxy Features. - Yi Zhang 101; Jitao Sang; Junyang Wang 001 (CoRR, 2022)

Zero-shot Image Captioning by Anchor-augmented Vision-Language Space Alignment. - Junyang Wang 001; Yi Zhang 101; Ming Yan 008; Ji Zhang 011; Jitao Sang (CoRR, 2022)

Improved Visual Fine-tuning with Natural Language Supervision. - Junyang Wang 001; Yuanhong Xu; Juhua Hu; Ming Yan 008; Jitao Sang; Qi Qian 001 (ICCV, 2023)

From Association to Generation: Text-only Captioning by Unsupervised Cross-modal Mapping. - Junyang Wang 001; Ming Yan 008; Yi Zhang 101; Jitao Sang (IJCAI, 2023)

mPLUG-Octopus: The Versatile Assistant Empowered by A Modularized End-to-End Multimodal LLM. - Qinghao Ye; Haiyang Xu 001; Ming Yan 008; Chenlin Zhao; Junyang Wang 001; Xiaoshan Yang; Ji Zhang 011; Fei Huang 002; Jitao Sang; Changsheng Xu (ACM Multimedia, 2023)

Benign Shortcut for Debiasing: Fair Visual Recognition via Intervention with Shortcut Features. - Yi Zhang 101; Jitao Sang; Junyang Wang 001; Dongmei Jiang; Yaowei Wang 001 (ACM Multimedia, 2023)

mPLUG-Owl: Modularization Empowers Large Language Models with Multimodality. - Qinghao Ye; Haiyang Xu 001; Guohai Xu; Jiabo Ye; Ming Yan 008; Yiyang Zhou; Junyang Wang 001; Anwen Hu; Pengcheng Shi; Yaya Shi; Chenliang Li; Yuanhong Xu; et al. (CoRR, 2023)

Overlap Bias Matching is Necessary for Point Cloud Registration. - Pengcheng Shi; Jie Zhang; Haozhe Cheng; Junyang Wang 001; Yiyang Zhou; Chenlin Zhao; Jihua Zhu (CoRR, 2023)

Evaluation and Analysis of Hallucination in Large Vision-Language Models. - Junyang Wang 001; Yiyang Zhou; Guohai Xu; Pengcheng Shi; Chenlin Zhao; Haiyang Xu 001; Qinghao Ye; Ming Yan 008; Ji Zhang 011; Jihua Zhu; Jitao Sang; Haoyu Tang (CoRR, 2023)

An LLM-free Multi-dimensional Benchmark for MLLMs Hallucination Evaluation. - Junyang Wang 001; Yuhang Wang; Guohai Xu; Jing Zhang; Yukai Gu; Haitao Jia; Ming Yan 008; Ji Zhang 011; Jitao Sang (CoRR, 2023)

Mobile-Agent-v2: Mobile Device Operation Assistant with Effective Navigation via Multi-Agent Collaboration. - Junyang Wang 001; Haiyang Xu 001; Haitao Jia; Xi Zhang; Ming Yan 008; Weizhou Shen; Ji Zhang 011; Fei Huang 002; Jitao Sang (NeurIPS, 2024)

Mobile-Agent: Autonomous Multi-Modal Mobile Device Agent with Visual Perception. - Junyang Wang 001; Haiyang Xu 001; Jiabo Ye; Ming Yan 008; Weizhou Shen; Ji Zhang 011; Fei Huang 002; Jitao Sang (CoRR, 2024)

Mobile-Agent-E: Self-Evolving Mobile Assistant for Complex Tasks. - Zhenhailong Wang; Haiyang Xu 001; Junyang Wang 001; Xi Zhang; Ming Yan 008; Ji Zhang 011; Fei Huang 002; Heng Ji 001 (CoRR, 2025)

PC-Agent: A Hierarchical Multi-Agent Collaboration Framework for Complex Task Automation on PC. - Haowei Liu; Xi Zhang; Haiyang Xu 001; Yuyang Wanyan; Junyang Wang 001; Ming Yan 008; Ji Zhang 011; Chunfeng Yuan; Changsheng Xu; Weiming Hu; Fei Huang 002 (CoRR, 2025)

Mobile-Agent-V: Learning Mobile Device Operation Through Video-Guided Multi-Agent Collaboration. - Junyang Wang 001; Haiyang Xu 001; Xi Zhang; Ming Yan 008; Ji Zhang 011; Fei Huang 002; Jitao Sang (CoRR, 2025)

Look Before You Leap: A GUI-Critic-R1 Model for Pre-Operative Error Diagnosis in GUI Automation. - Yuyang Wanyan; Xi Zhang; Haiyang Xu 001; Haowei Liu; Junyang Wang 001; Jiabo Ye; Yutong Kou; Ming-Hsuan Yang 001; Fei Huang 002; Xiaoshan Yang; Weiming Dong; Changsheng Xu (CoRR, 2025)

Mobile-Agent-v3: Fundamental Agents for GUI Automation. - Jiabo Ye; Xi Zhang; Haiyang Xu 001; Haowei Liu; Junyang Wang 001; Zhaoqing Zhu; Ziwei Zheng; Feiyu Gao; Junjie Cao; Zhengxi Lu; Jitong Liao; Qi Zheng; et al. (CoRR, 2025)