Soft Proposal Networks for Weakly Supervised Object Localization. - Yi Zhu 004; Yanzhao Zhou; Qixiang Ye; Qiang Qiu 001; Jianbin Jiao (ICCV, 2017)

Correlated Topic Vector for Scene Classification. - Pengxu Wei; Fei Qin; Fang Wan 001; Yi Zhu 004; Jianbin Jiao; Qixiang Ye (IEEE Trans. Image Process., 2017)

Weakly Supervised Instance Segmentation Using Class Peak Response. - Yanzhao Zhou; Yi Zhu 004; Qixiang Ye; Qiang Qiu 001; Jianbin Jiao (CVPR, 2018)

Learning Instance Activation Maps for Weakly Supervised Instance Segmentation. - Yi Zhu 004; Yanzhao Zhou; Huijuan Xu 001; Qixiang Ye; David S. Doermann; Jianbin Jiao (CVPR, 2019)

Selective Sparse Sampling for Fine-Grained Image Recognition. - Yao Ding 006; Yanzhao Zhou; Yi Zhu 004; Qixiang Ye; Jianbin Jiao (ICCV, 2019)

Vision-Dialog Navigation by Exploring Cross-Modal Memory. - Yi Zhu 004; Fengda Zhu; Zhaohuan Zhan; Bingqian Lin; Jianbin Jiao; Xiaojun Chang; Xiaodan Liang (CVPR, 2020)

Vision-Language Navigation With Self-Supervised Auxiliary Reasoning Tasks. - Fengda Zhu; Yi Zhu 004; Xiaojun Chang; Xiaodan Liang (CVPR, 2020)

Motion-Excited Sampler: Video Adversarial Attack with Sparked Prior. - Hu Zhang 005; Linchao Zhu; Yi Zhu 004; Yi Yang 001 (ECCV (20), 2020)

Domain Consensus Clustering for Universal Domain Adaptation. - Guangrui Li 005; Guoliang Kang; Yi Zhu 004; Yunchao Wei; Yi Yang 001 (CVPR, 2021)

SOON: Scenario Oriented Object Navigation With Graph-Based Exploration. - Fengda Zhu; Xiwen Liang; Yi Zhu 004; Qizhi Yu; Xiaojun Chang; Xiaodan Liang (CVPR, 2021)

Self-Motivated Communication Agent for Real-World Vision-Dialog Navigation. - Yi Zhu 004; Yue Weng; Fengda Zhu; Xiaodan Liang; Qixiang Ye; Yutong Lu; Jianbin Jiao (ICCV, 2021)

SOON: Scenario Oriented Object Navigation with Graph-based Exploration. - Fengda Zhu; Xiwen Liang; Yi Zhu 004; Xiaojun Chang; Xiaodan Liang (CoRR, 2021)

Deep Learning for Embodied Vision Navigation: A Survey. - Fengda Zhu; Yi Zhu 004; Xiaodan Liang; Xiaojun Chang (CoRR, 2021)

Heterogeneous Excitation-and-Squeeze Network for visual dialog. - Bingqian Lin; Yi Zhu 004; Xiaodan Liang (Neurocomputing, 2021)

Contrastive Instruction-Trajectory Learning for Vision-Language Navigation. - Xiwen Liang; Fengda Zhu; Yi Zhu 004; Bingqian Lin; Bing Wang; Xiaodan Liang (AAAI, 2022)

ADAPT: Vision-Language Navigation with Modality-Aligned Action Prompts. - Bingqian Lin; Yi Zhu 004; Zicong Chen; Xiwen Liang; Jianzhuang Liu; Xiaodan Liang (CVPR, 2022)

RelCLIP: Adapting Language-Image Pretraining for Visual Relationship Detection via Relational Contrastive Learning. - Yi Zhu 004; Zhaoqing Zhu; Bingqian Lin; Xiaodan Liang; Feng Zhao 004; Jianzhuang Liu (EMNLP, 2022)

LayouTransformer: Generating Layout Patterns with Transformer via Sequential Pattern Modeling. - Liangjian Wen; Yi Zhu 004; Lei Ye; Guojin Chen; Bei Yu 001; Jianzhuang Liu; Chunjing Xu (ICCAD, 2022)

CoupAlign: Coupling Word-Pixel with Sentence-Mask Alignments for Referring Image Segmentation. - Zicheng Zhang; Yi Zhu 004; Jianzhuang Liu; Xiaodan Liang; Wei Ke 003 (NeurIPS, 2022)

P3OVD: Fine-grained Visual-Text Prompt-Driven Self-Training for Open-Vocabulary Object Detection. - Yanxin Long; Jianhua Han; Runhui Huang; Xu Hang; Yi Zhu 004; Chunjing Xu; Xiaodan Liang (CoRR, 2022)

Adversarial Reinforced Instruction Attacker for Robust Vision-Language Navigation. - Bingqian Lin; Yi Zhu 004; Yanxin Long; Xiaodan Liang; Qixiang Ye; Liang Lin (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Atom correlation based graph propagation for scene graph generation. - Bingqian Lin; Yi Zhu 004; Xiaodan Liang (Pattern Recognit., 2022)

Dynamic Perception Framework for Fine-Grained Recognition. - Yao Ding 006; Zhenjun Han; Yanzhao Zhou; Yi Zhu 004; Jie Chen 001; Qixiang Ye; Jianbin Jiao (IEEE Trans. Circuits Syst. Video Technol., 2022)

Configurable Graph Reasoning for Visual Relationship Detection. - Yi Zhu 004; Xiwen Liang; Bingqian Lin; Qixiang Ye; Jianbin Jiao; Liang Lin; Xiaodan Liang (IEEE Trans. Neural Networks Learn. Syst., 2022)

Actional Atomic-Concept Learning for Demystifying Vision-Language Navigation. - Bingqian Lin; Yi Zhu 004; Xiaodan Liang; Liang Lin; Jianzhuang Liu (AAAI, 2023)

MixReorg: Cross-Modal Mixed Patch Reorganization is a Good Mask Learner for Open-World Semantic Segmentation. - Kaixin Cai; Pengzhen Ren; Yi Zhu 004; Hang Xu 004; Jianzhuang Liu; Changlin Li; Guangrun Wang; Xiaodan Liang (ICCV, 2023)

ViewCo: Discovering Text-Supervised Segmentation Masks via Multi-View Semantic Consistency. - Pengzhen Ren; Changlin Li; Hang Xu 004; Yi Zhu 004; Guangrun Wang; Jianzhuang Liu; Xiaojun Chang; Xiaodan Liang (ICLR, 2023)

Towards Medical Artificial General Intelligence via Knowledge-Enhanced Multimodal Pretraining. - Bingqian Lin; Zicong Chen; Mingjie Li 006; Haokun Lin; Hang Xu 004; Yi Zhu 004; Jianzhuang Liu; Wenjia Cai; Lei Yang; Shen Zhao; Chenfei Wu; Ling Chen 006; et al. (CoRR, 2023)

Towards Deviation-Robust Agent Navigation via Perturbation-Aware Contrastive Learning. - Bingqian Lin; Yanxin Long; Yi Zhu 004; Fengda Zhu; Xiaodan Liang; Qixiang Ye; Liang Lin (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

UNIT: Unifying Image and Text Recognition in One Vision Encoder. - Yi Zhu 004; Yanpeng Zhou; Chunwei Wang; Yang Cao; Jianhua Han; Lu Hou 002; Hang Xu 004 (NeurIPS, 2024)

VidMan: Exploiting Implicit Dynamics from Video Diffusion Model for Effective Robot Manipulation. - Youpeng Wen; Junfan Lin; Yi Zhu 004; Jianhua Han; Hang Xu 004; Shen Zhao; Xiaodan Liang (NeurIPS, 2024)

Language-Driven Visual Consensus for Zero-Shot Semantic Segmentation. - Zicheng Zhang; Tong Zhang 023; Yi Zhu 004; Jianzhuang Liu; Xiaodan Liang; Qixiang Ye; Wei Ke 003 (CoRR, 2024)

Fine-Grained Visual-Text Prompt-Driven Self-Training for Open-Vocabulary Object Detection. - Yanxin Long; Jianhua Han; Runhui Huang; Hang Xu 004; Yi Zhu 004; Chunjing Xu; Xiaodan Liang (IEEE Trans. Neural Networks Learn. Syst., 2024)

Correctable Landmark Discovery via Large Models for Vision-Language Navigation. - Bingqian Lin; Yunshuang Nie; Ziming Wei; Yi Zhu 004; Hang Xu 004; Shikui Ma; Jianzhuang Liu; Xiaodan Liang (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

DisCo: Discovering Common Affordance from Large Models for Actionable Part Perception. - Youpeng Wen; Yi Zhu 004; Zhihao Zhan; Pengzhen Ren; Jianhua Han; Hang Xu 004; Shen Zhao; Xiaodan Liang (WACV, 2025)

Language-Driven Visual Consensus for Zero-Shot Semantic Segmentation. - Zicheng Zhang; Wei Ke 003; Yi Zhu 004; Xiaodan Liang; Jianzhuang Liu; Qixiang Ye; Tong Zhang 001 (IEEE Trans. Circuits Syst. Video Technol., 2025)