Weakly Supervised Deep Hyperspherical Quantization for Image Retrieval. - Jinpeng Wang 002; Bin Chen 011; Qiang Zhang 026; Zaiqiao Meng; Shangsong Liang; Shutao Xia (AAAI, 2021)

SwinFGHash: Fine-grained Image Retrieval via Transformer-based Hashing Network. - Di Lu; Jinpeng Wang 002; Ziyun Zeng; Bin Chen 011; Shudeng Wu; Shu-Tao Xia (BMVC, 2021)

Webly Supervised Deep Attentive Quantization. - Jinpeng Wang 002; Bin Chen 011; Tao Dai 001; Shu-Tao Xia (ICASSP, 2021)

Pyramid Hybrid Pooling Quantization for Efficient Fine-Grained Image Retrieval. - Ziyun Zeng; Jinpeng Wang 002; Bin Chen 011; Tao Dai 001; Shu-Tao Xia (CoRR, 2021)

Contrastive Quantization with Code Memory for Unsupervised Image Retrieval. - Jinpeng Wang 002; Ziyun Zeng; Bin Chen 011; Tao Dai 001; Shu-Tao Xia (AAAI, 2022)

Hugs Are Better Than Handshakes: Unsupervised Cross-Modal Transformer Hashing with Multi-granularity Alignment. - Jinpeng Wang 002; Ziyun Zeng; Bin Chen 011; Yuting Wang; Dongliang Liao; Gongfu Li; Yiru Wang; Shu-Tao Xia (BMVC, 2022)

Motion-Aware Graph Reasoning Hashing for Self-supervised Video Retrieval. - Ziyun Zeng; Jinpeng Wang 002; Bin Chen 011; Yuting Wang; Shu-Tao Xia (BMVC, 2022)

Multi-task Ranking with User Behaviors for Text-video Search. - Peidong Liu; Dongliang Liao; Jinpeng Wang 002; Yangxin Wu; Gongfu Li; Shu-Tao Xia; Jin Xu (WWW (Companion Volume), 2022)

Hybrid Contrastive Quantization for Efficient Cross-View Video Retrieval. - Jinpeng Wang 002; Bin Chen 011; Dongliang Liao; Ziyun Zeng; Gongfu Li; Shu-Tao Xia; Jin Xu (WWW, 2022)

Contrastive Masked Autoencoders for Self-Supervised Video Hashing. - Yuting Wang; Jinpeng Wang 002; Bin Chen 011; Ziyun Zeng; Shu-Tao Xia (AAAI, 2023)

Instance-aware Dynamic Prompt Tuning for Pre-trained Point Cloud Models. - Yaohua Zha; Jinpeng Wang 002; Tao Dai 001; Bin Chen 011; Zhi Wang 001; Shu-Tao Xia (ICCV, 2023)

MISSRec: Pre-training and Transferring Multi-modal Interest-aware Sequence Representation for Recommendation. - Jinpeng Wang 002; Ziyun Zeng; Yunxiao Wang; Yuting Wang; Xingyu Lu; Tianxiang Li; Jun Yuan 008; Rui Zhang 003; Hai-Tao Zheng 002; Shu-Tao Xia (ACM Multimedia, 2023)

Keyword-Based Diverse Image Retrieval by Semantics-aware Contrastive Learning and Transformer. - Minyi Zhao; Jinpeng Wang 002; Dongliang Liao; Yiru Wang; Huanzhong Duan; Shuigeng Zhou (SIGIR, 2023)

Progressive Learning with Visual Prompt Tuning for Variable-Rate Image Compression. - Shiyu Qin; Yi-Min Zhou 011; Jinpeng Wang 002; Bin Chen 011; Baoyi An; Tao Dai 001; Shu-Tao Xia (CoRR, 2023)

GMMFormer: Gaussian-Mixture-Model Based Transformer for Efficient Partially Relevant Video Retrieval. - Yuting Wang; Jinpeng Wang 002; Bin Chen 011; Ziyun Zeng; Shu-Tao Xia (AAAI, 2024)

BoostAdapter: Improving Vision-Language Test-Time Adaptation via Regional Bootstrapping. - Taolin Zhang 003; Jinpeng Wang 002; Hang Guo; Tao Dai 001; Bin Chen 011; Shu-Tao Xia (NeurIPS, 2024)

ReFer: Retrieval-Enhanced Vertical Federated Recommendation for Full Set User Benefit. - Wenjie Li 008; Zhongren Wang 003; Jinpeng Wang 002; Shutao Xia; Jile Zhu; Mingjian Chen; Jiangke Fan; Jia Cheng; Jun Lei (SIGIR, 2024)

RAT: Retrieval-Augmented Transformer for Click-Through Rate Prediction. - Yushen Li; Jinpeng Wang 002; Tao Dai 001; Jieming Zhu; Jun Yuan 008; Rui Zhang 003; Shu-Tao Xia (WWW (Companion Volume), 2024)

GMMFormer v2: An Uncertainty-aware Framework for Partially Relevant Video Retrieval. - Yuting Wang; Jinpeng Wang 002; Bin Chen 011; Tao Dai 001; Ruisheng Luo; Shu-Tao Xia (CoRR, 2024)

MambaVC: Learned Visual Compression with Selective State Spaces. - Shiyu Qin; Jinpeng Wang 002; Yimin Zhou 011; Bin Chen 011; Tianci Luo; Baoyi An; Tao Dai 001; Shutao Xia; Yaowei Wang 001 (CoRR, 2024)

Towards Scalable Semantic Representation for Recommendation. - Taolin Zhang 003; Junwei Pan; Jinpeng Wang 002; Yaohua Zha; Tao Dai 001; Bin Chen 011; Ruisheng Luo; Xiaoxiang Deng; Yuan Wang; Ming Yue; Jie Jiang; Shu-Tao Xia (CoRR, 2024)

Pyramid hybrid pooling quantization for efficient fine-grained image retrieval. - Ziyun Zeng; Jinpeng Wang 002; Bin Chen 011; Tao Dai 001; Shu-Tao Xia; Zhi Wang 001 (Pattern Recognit. Lett., 2024)

Hugs Bring Double Benefits: Unsupervised Cross-Modal Hashing with Multi-granularity Aligned Transformers. - Jinpeng Wang 002; Ziyun Zeng; Bin Chen 011; Yuting Wang; Dongliang Liao; Gongfu Li; Yiru Wang; Shu-Tao Xia (Int. J. Comput. Vis., 2024)

Efficient Self-Supervised Video Hashing with Selective State Spaces. - Jinpeng Wang 002; Niu Lian; Jun Li; Yuting Wang; Yan Feng; Bin Chen 011; Yongbing Zhang 002; Shu-Tao Xia (AAAI, 2025)

EvdCLIP: Improving Vision-Language Retrieval with Entity Visual Descriptions from Large Language Models. - Guanghao Meng; Sunan He; Jinpeng Wang 002; Tao Dai 001; Letian Zhang; Jieming Zhu; Qing Li 006; Gang Wang; Rui Zhang 003; Yong Jiang 001 (AAAI, 2025)

Modeling Uncertainty in Composed Image Retrieval via Probabilistic Embeddings. - Haomiao Tang; Jinpeng Wang 002; Yuang Peng; Guanghao Meng; Ruisheng Luo; Bin Chen 011; Long Chen 016; Yaowei Wang 001; Shutao Xia (ACL (1), 2025)

Embracing Collaboration Over Competition: Condensing Multiple Prompts for Visual In-Context Learning. - Jinpeng Wang 002; Tianci Luo; Yaohua Zha; Yan Feng; Ruisheng Luo; Bin Chen 011; Tao Dai 001; Long Chen 016; Yaowei Wang 001; Shu-Tao Xia (CVPR, 2025)

AutoSSVH: Exploring Automated Frame Sampling for Efficient Self-Supervised Video Hashing. - Niu Lian; Jun Li; Jinpeng Wang 002; Ruisheng Luo; Yaowei Wang 001; Shu-Tao Xia; Bin Chen 011 (CVPR, 2025)

PMA: Towards Parameter-Efficient Point Cloud Understanding via Point Mamba Adapter. - Yaohua Zha; Yanzi Wang; Hang Guo; Jinpeng Wang 002; Tao Dai 001; Bin Chen 011; Zhihao Ouyang; Xue Yuerong; Ke Chen; Shu-Tao Xia (CVPR, 2025)

DiffPC: Diffusion-based High Perceptual Fidelity Image Compression with Semantic Refinement. - Yichong Xia; Yimin Zhou 011; Jinpeng Wang 002; Baoyi An; Haoqian Wang; Yaowei Wang 001; Bin Chen 011 (ICLR, 2025)

HLFormer: Enhancing Partially Relevant Video Retrieval with Hyperbolic Learning. - Jun Li; Jinpeng Wang 002; Chaolei Tan; Niu Lian; Long Chen 016; Yaowei Wang 001; Min Zhang 005; Shu-Tao Xia; Bin Chen 011 (CoRR, 2025)