Mutual Prompt Leaning for Vision Language Models. - Long, Sifan; Zhao, Zhen; Yuan, Junkun; Tan, Zichang; Liu, Jiangjiang; Feng, Jingyuan; Wang, Sheng-Sheng; Wang, Jingdong (Int. J. Comput. Vis., 2025)

UniMatch V2: Pushing the Limit of Semi-Supervised Semantic Segmentation. - Yang, Lihe; Zhao, Zhen; Zhao, Hengshuang (IEEE Trans. Pattern Anal. Mach. Intell., 2025)

DriveGPT4: Interpretable End-to-End Autonomous Driving Via Large Language Model. - Xu, Zhenhua; Zhang, Yujia; Xie, Enze; Zhao, Zhen; Guo, Yong; Wong, Kwan-Yee K.; Li, Zhenguo; Zhao, Hengshuang (IEEE Robotics Autom. Lett., 2024)

MutexMatch: Semi-Supervised Learning With Mutex-Based Consistency Regularization. - Duan, Yue; Zhao, Zhen; Qi, Lei; Wang, Lei; Zhou, Luping; Shi, Yinghuan; Gao, Yang (IEEE Trans. Neural Networks Learn. Syst., 2024)

Roll with the Punches: Expansion and Shrinkage of Soft Label Selection for Semi-supervised Fine-Grained Learning. - Duan, Yue; Zhao, Zhen; Qi, Lei; Zhou, Luping; Wang, Lei; Shi, Yinghuan (2024)

Progressive Classifier and Feature Extractor Adaptation for Unsupervised Domain Adaptation on Point Clouds. - Wang, Zicheng; Zhao, Zhen; Wu, Yiming; Zhou, Luping; Xu, Dong (2024)

Alternate Diverse Teaching for Semi-supervised Medical Image Segmentation. - Zhao, Zhen; Wang, Zicheng; Wang, Longyue; Yu, Dian; Yuan, Yixuan; Zhou, Luping (2024)

Towards Small Object Editing: A Benchmark Dataset and A Training-Free Approach. - Pan, Qihe; Zhao, Zhen; Wang, Zicheng; Long, Sifan; Wu, Yiming; Ji, Wei; Liang, Haoran; Liang, Ronghua (2024)

GPT4Video: A Unified Multimodal Large Language Model for lnstruction-Followed Understanding and Safety-Aware Generation. - Wang, Zhanyu; Wang, Longyue; Zhao, Zhen; Wu, Minghao; Lyu, Chenyang; Li, Huayang; Cai, Deng; Zhou, Luping; Shi, Shuming; Tu, Zhaopeng (2024)

Depth Anything V2. - Yang, Lihe; Kang, Bingyi; Huang, Zilong; Zhao, Zhen; Xu, Xiaogang; Feng, Jiashi; Zhao, Hengshuang (2024)

Anim-Director: A Large Multimodal Model Powered Agent for Controllable Animation Video Generation. - Li, Yunxin; Shi, Haoyuan; Hu, Baotian; Wang, Longyue; Zhu, Jiashun; Xu, Jinyi; Zhao, Zhen; Zhang, Min (2024)

Training-Free Unsupervised Prompt for Vision-Language Models. - Long, Sifan; Wang, Linbin; Zhao, Zhen; Tan, Zichang; Wu, Yiming; Wang, Shengsheng; Wang, Jingdong (CoRR, 2024)

SOEDiff: Efficient Distillation for Small Object Editing. - Pan, Qihe; Wang, Zicheng; Zhao, Zhen; Wu, Yiming; Long, Sifan; Liang, Haoran; Liang, Ronghua (CoRR, 2024)

PoinTramba: A Hybrid Transformer-Mamba Framework for Point Cloud Analysis. - Wang, Zicheng; Chen, Zhenghao; Wu, Yiming; Zhao, Zhen; Zhou, Luping; Xu, Dong (CoRR, 2024)

Depth Anything V2. - Yang, Lihe; Kang, Bingyi; Huang, Zilong; Zhao, Zhen; Xu, Xiaogang; Feng, Jiashi; Zhao, Hengshuang (CoRR, 2024)

Anim-Director: A Large Multimodal Model Powered Agent for Controllable Animation Video Generation. - Li, Yunxin; Shi, Haoyuan; Hu, Baotian; Wang, Longyue; Zhu, Jiashun; Xu, Jinyi; Zhao, Zhen; Zhang, Min (CoRR, 2024)

UniMatch V2: Pushing the Limit of Semi-Supervised Semantic Segmentation. - Yang, Lihe; Zhao, Zhen; Zhao, Hengshuang (CoRR, 2024)

Towards Small Object Editing: A Benchmark Dataset and A Training-Free Approach. - Pan, Qihe; Zhao, Zhen; Wang, Zicheng; Long, Sifan; Wu, Yiming; Ji, Wei; Liang, Haoran; Liang, Ronghua (CoRR, 2024)

An AoTI-Driven Joint Sampling Frequency and Access Selection Optimization for Industrial Wireless Sensor Networks. - Ying, Chen; Zhao, Zhen; Yi, Changyan; Shi, You; Cai, Jun (IEEE Trans. Veh. Technol., 2023)

Beyond Attentive Tokens: Incorporating Token Importance and Diversity for Efficient Vision Transformers. - Long, Sifan; Zhao, Zhen; Pi, Jimin; Wang, Shengsheng; Wang, Jingdong (2023)

Augmentation Matters: A Simple-Yet-Effective Approach to Semi-Supervised Semantic Segmentation. - Zhao, Zhen; Yang, Lihe; Long, Sifan; Pi, Jimin; Zhou, Luping; Wang, Jingdong (2023)

Conflict-Based Cross-View Consistency for Semi-Supervised Semantic Segmentation. - Wang, Zicheng; Zhao, Zhen; Xing, Xiaoxia; Xu, Dong; Kong, Xiangyu; Zhou, Luping (2023)

Instance-Specific and Model-Adaptive Supervision for Semi-Supervised Semantic Segmentation. - Zhao, Zhen; Long, Sifan; Pi, Jimin; Wang, Jingdong; Zhou, Luping (2023)

Enhancing Sample Utilization through Sample Adaptive Augmentation in Semi-Supervised Learning. - Gui, Guan; Zhao, Zhen; Qi, Lei; Zhou, Luping; Wang, Lei; Shi, Yinghuan (2023)

Towards Semi-supervised Learning with Non-random Missing Labels. - Duan, Yue; Zhao, Zhen; Qi, Lei; Zhou, Luping; Wang, Lei; Shi, Yinghuan (2023)

Shrinking Class Space for Enhanced Certainty in Semi-Supervised Learning. - Yang, Lihe; Zhao, Zhen; Qi, Lei; Qiao, Yu; Shi, Yinghuan; Zhao, Hengshuang (2023)

Task-Oriented Multi-Modal Mutual Learning for Vision-Language Models. - Long, Sifan; Zhao, Zhen; Yuan, Junkun; Tan, Zichang; Liu, Jiangjiang; Zhou, Luping; Wang, Shengsheng; Wang, Jingdong (2023)

Entropy-based Optimization on Individual and Global Predictions for Semi-Supervised Learning. - Zhao, Zhen; Zhao, Meng; Liu, Ye; Yin, Di; Zhou, Luping (2023)

Conflict-Based Cross-View Consistency for Semi-Supervised Semantic Segmentation. - Wang, Zicheng; Zhao, Zhen; Xing, Xiaoxia; Xu, Dong; Kong, Xiangyu; Zhou, Luping (CoRR, 2023)

Task-Oriented Multi-Modal Mutual Leaning for Vision-Language Models. - Long, Sifan; Zhao, Zhen; Yuan, Junkun; Tan, Zichang; Liu, Jiangjiang; Zhou, Luping; Wang, Shengsheng; Wang, Jingdong (CoRR, 2023)

Shrinking Class Space for Enhanced Certainty in Semi-Supervised Learning. - Yang, Lihe; Zhao, Zhen; Qi, Lei; Qiao, Yu; Shi, Yinghuan; Zhao, Hengshuang (CoRR, 2023)

Towards Semi-supervised Learning with Non-random Missing Labels. - Duan, Yue; Zhao, Zhen; Qi, Lei; Zhou, Luping; Wang, Lei; Shi, Yinghuan (CoRR, 2023)

Rethinking Data Perturbation and Model Stabilization for Semi-supervised Medical Image Segmentation. - Zhao, Zhen; Liu, Ye; Zhao, Meng; Yin, Di; Yuan, Yixuan; Zhou, Luping (CoRR, 2023)

Enhancing Sample Utilization through Sample Adaptive Augmentation in Semi-Supervised Learning. - Gui, Guan; Zhao, Zhen; Qi, Lei; Zhou, Luping; Wang, Lei; Shi, Yinghuan (CoRR, 2023)

DriveGPT4: Interpretable End-to-end Autonomous Driving via Large Language Model. - Xu, Zhenhua; Zhang, Yujia; Xie, Enze; Zhao, Zhen; Guo, Yong; Wong, Kwan-Yee K.; Li, Zhenguo; Zhao, Hengshuang (CoRR, 2023)

Progressive Target-Styled Feature Augmentation for Unsupervised Domain Adaptation on Point Clouds. - Wang, Zicheng; Zhao, Zhen; Wu, Yiming; Zhou, Luping; Xu, Dong (CoRR, 2023)

GPT4Video: A Unified Multimodal Large Language Model for lnstruction-Followed Understanding and Safety-Aware Generation. - Wang, Zhanyu; Wang, Longyue; Zhao, Zhen; Wu, Minghao; Lyu, Chenyang; Li, Huayang; Cai, Deng; Zhou, Luping; Shi, Shuming; Tu, Zhaopeng (CoRR, 2023)

Clean Label Disentangling for Medical Image Segmentation with Noisy Labels. - Wang, Zicheng; Zhao, Zhen; Guo, Erjian; Zhou, Luping (CoRR, 2023)

Alternate Diverse Teaching for Semi-supervised Medical Image Segmentation. - Zhao, Zhen; Wang, Zicheng; Wang, Longyue; Yuan, Yixuan; Zhou, Luping (CoRR, 2023)

Roll With the Punches: Expansion and Shrinkage of Soft Label Selection for Semi-supervised Fine-Grained Learning. - Duan, Yue; Zhao, Zhen; Qi, Lei; Zhou, Luping; Wang, Lei; Shi, Yinghuan (CoRR, 2023)

LaSSL: Label-Guided Self-Training for Semi-supervised Learning. - Zhao, Zhen; Zhou, Luping; Wang, Lei; Shi, Yinghuan; Gao, Yang (2022)

Adaptive Weight of Unreliable Relation Module for Semi-supervised Multi-label Image Recognition. - Wang, Ziyuan; Zhao, Zhen; Qi, Lei; Shi, Yinghuan; Gao, Yang (2022)

DC-SSL: Addressing Mismatched Class Distribution in Semi-supervised Learning. - Zhao, Zhen; Zhou, Luping; Duan, Yue; Wang, Lei; Qi, Lei; Shi, Yinghuan (2022)

AoTI Minimization for Multi-Type Data Sampling in Industrial Wireless Sensor Networks. - Ying, Chen; Zhao, Zhen; Yi, Changyan; Shi, You; Wang, Ran (2022)

Improving Barely Supervised Learning by Discriminating Unlabeled Samples with Super-Class. - Gui, Guan; Zhao, Zhen; Qi, Lei; Zhou, Luping; Wang, Lei; Shi, Yinghuan (2022)

MutexMatch: Semi-supervised Learning with Mutex-based Consistency Regularization. - Duan, Yue; Zhao, Zhen; Qi, Lei; Wang, Lei; Zhou, Luping; Shi, Yinghuan; Gao, Yang (CoRR, 2022)

Beyond Attentive Tokens: Incorporating Token Importance and Diversity for Efficient Vision Transformers. - Long, Sifan; Zhao, Zhen; Pi, Jimin; Wang, Shengsheng; Wang, Jingdong (CoRR, 2022)

Instance-specific and Model-adaptive Supervision for Semi-supervised Semantic Segmentation. - Zhao, Zhen; Long, Sifan; Pi, Jimin; Wang, Jingdong; Zhou, Luping (CoRR, 2022)

Augmentation Matters: A Simple-yet-Effective Approach to Semi-supervised Semantic Segmentation. - Zhao, Zhen; Yang, Lihe; Long, Sifan; Pi, Jimin; Zhou, Luping; Wang, Jingdong (CoRR, 2022)

Pulsar candidate recognition with deep learning. - Zhang, Haoyuan; Zhao, Zhen; An, Tao; Lao, Bao-qiang; Chen, Xiao (Comput. Electr. Eng., 2019)

An Analytical Framework for IEEE 802.15.6-Based Wireless Body Area Networks With Instantaneous Delay Constraints and Shadowing Interruptions. - Zhao, Zhen; Huang, Shiwei; Cai, Jun (IEEE Trans. Veh. Technol., 2018)

Energy Efficient Packet Transmission Strategies for Wireless Body Area Networks with Rechargeable Sensors. - Zhao, Zhen; Huang, Shiwei; Cai, Jun (2017)

Priority-aware pricing-based capacity sharing scheme for beyond-wireless body area networks. - Yi, Changyan; Zhao, Zhen; Cai, Jun; Faria, Ricardo Lobato de; Zhang, Gong (Michael) (Comput. Networks, 2016)

Efficient resource allocation scheduling for MIMO-OFDMA-CR downlink systems. - Cao, Huijin; Cai, Jun; Alfa, Attahiru Sule; Zhao, Zhen (2016)

Queueing analysis for medical data transmissions with delay-dependent packet priorities in WBANs. - Zhao, Zhen; Yi, Changyan; Cai, Jun; Cao, Huijin (2016)