Asymmetric Discrete Cross-Modal Hashing. - Xin Luo 006; Peng-Fei Zhang 001; Ye Wu; Zhen-Duo Chen 001; Hua-Junjie Huang; Xin-Shun Xu (ICMR, 2018)

SCRATCH: A Scalable Discrete Matrix Factorization Hashing for Cross-Modal Retrieval. - Chuan-Xiang Li; Zhen-Duo Chen 001; Peng-Fei Zhang 001; Xin Luo 006; Liqiang Nie; Wei Zhang 021; Xin-Shun Xu (ACM Multimedia, 2018)

Discrete Hashing With Multiple Supervision. - Xin Luo 006; Peng-Fei Zhang 001; Zi Huang; Liqiang Nie; Xin-Shun Xu (IEEE Trans. Image Process., 2019)

Completely Unsupervised Cross-Modal Hashing. - Jiasheng Duan; Peng-Fei Zhang 001; Zi Huang (DASFAA (1), 2020)

Semantics-Reconstructing Hashing for Cross-Modal Retrieval. - Peng-Fei Zhang 001; Zi Huang; Zheng Zhang 006 (PAKDD (2), 2020)

Proactive Privacy-preserving Learning for Retrieval. - Peng-Fei Zhang 001; Zi Huang; Xin-Shun Xu (AAAI, 2021)

Lightweight Self-Attentive Sequential Recommendation. - Yang Li 140; Tong Chen 005; Peng-Fei Zhang 001; Hongzhi Yin (CIKM, 2021)

Joint-teaching: Learning to Refine Knowledge for Resource-constrained Unsupervised Cross-modal Retrieval. - Peng-Fei Zhang 001; Jiasheng Duan; Zi Huang; Hongzhi Yin (ACM Multimedia, 2021)

BRUSH: Label Reconstructing and Similarity Preserving Hashing for Cross-modal Retrieval. - Peng-Fei Zhang 001; Pengfei Zhao; Xin Luo 006; Xin-Shun Xu (MMAsia, 2021)

Privacy Protection in Deep Multi-modal Retrieval. - Peng-Fei Zhang 001; Yang Li 140; Zi Huang; Hongzhi Yin (SIGIR, 2021)

High-order nonlocal Hashing for unsupervised cross-modal retrieval. - Peng-Fei Zhang 001; Yadan Luo; Zi Huang; Xin-Shun Xu; Jingkuan Song (World Wide Web, 2021)

Discovering Domain Disentanglement for Generalized Multi-Source Domain Adaptation. - Zixin Wang; Yadan Luo; Peng-Fei Zhang 001; Sen Wang 001; Zi Huang (ICME, 2022)

Machine Unlearning for Image Retrieval: A Generative Scrubbing Approach. - Peng-Fei Zhang 001; Guangdong Bai; Zi Huang; Xin-Shun Xu (ACM Multimedia, 2022)

IDEAL: High-Order-Ensemble Adaptation Network for Learning with Noisy Labels. - Peng-Fei Zhang 001; Zi Huang; Guangdong Bai; Xin-Shun Xu (ACM Multimedia, 2022)

Robust Learning with Adversarial Perturbations and Label Noise: A Two-Pronged Defense Approach. - Peng-Fei Zhang 001; Zi Huang; Xin Luo 006; Pengfei Zhao (MMAsia, 2022)

Self-supervised Graph-based Point-of-interest Recommendation. - Yang Li 140; Tong Chen 005; Peng-Fei Zhang 001; Zi Huang; Hongzhi Yin (CoRR, 2022)

Aggregation-Based Graph Convolutional Hashing for Unsupervised Cross-Modal Retrieval. - Peng-Fei Zhang 001; Yang Li 140; Zi Huang; Xin-Shun Xu (IEEE Trans. Multim., 2022)

Abstract then Play: A Skill-centric Reinforcement Learning Framework for Text-based Games. - Anjie Zhu; Peng-Fei Zhang 001; Yi Zhang 105; Zi Huang; Jie Shao 001 (ACL (Findings), 2023)

Balanced and Explainable Social Media Analysis for Public Health with Large Language Models. - Yan Jiang 007; Ruihong Qiu; Yi Zhang 105; Peng-Fei Zhang 001 (ADC, 2023)

FedVMR: A New Federated Learning Method for Video Moment Retrieval. - Yan Wang; Xin Luo 006; Zhen-Duo Chen 001; Peng-Fei Zhang 001; Meng Liu 006; Xin-Shun Xu (ICASSP, 2023)

Zero-Shot Learning by Harnessing Adversarial Samples. - Zhi Chen 010; Peng-Fei Zhang 001; Jingjing Li 001; Sen Wang 001; Zi Huang (ACM Multimedia, 2023)

Self-Distillation Dual-Memory Online Hashing with Hash Centers for Streaming Data Retrieval. - Chong-Yu Zhang; Xin Luo 006; Yu-Wei Zhan; Peng-Fei Zhang 001; Zhen-Duo Chen 001; Yongxin Wang 001; Xun Yang 001; Xin-Shun Xu (ACM Multimedia, 2023)

Multi-head Siamese Prototype Learning against both Data and Label Corruption. - Peng-Fei Zhang 001; Zi Helen Huang (MMAsia, 2023)

Video Captioning by Learning from Global Sentence and Looking Ahead. - Tian-Zi Niu; Zhen-Duo Chen 001; Xin Luo 006; Peng-Fei Zhang 001; Zi Huang; Xin-Shun Xu (ACM Trans. Multim. Comput. Commun. Appl., 2023)

Long short-term enhanced memory for sequential recommendation. - Jiasheng Duan; Peng-Fei Zhang 001; Ruihong Qiu; Zi Huang (World Wide Web (WWW), 2023)

Proactive Privacy-preserving Learning for Cross-modal Retrieval. - Peng-Fei Zhang 001; Guangdong Bai; Hongzhi Yin; Zi Huang (ACM Trans. Inf. Syst., 2023)

Abstract and Explore: A Novel Behavioral Metric with Cyclic Dynamics in Reinforcement Learning. - Anjie Zhu; Peng-Fei Zhang 001; Ruihong Qiu; Zetao Zheng; Zi Huang; Jie Shao 001 (AAAI, 2024)

Universal Adversarial Perturbations for Vision-Language Pre-trained Models. - Peng-Fei Zhang 001; Zi Huang; Guangdong Bai (SIGIR, 2024)

Noisy-Aware Unsupervised Domain Adaptation for Scene Text Recognition. - Xiao-Qian Liu; Peng-Fei Zhang 001; Xin Luo 006; Zi Huang; Xin-Shun Xu (IEEE Trans. Image Process., 2024)

TextAdapter: Self-Supervised Domain Adaptation for Cross-Domain Text Recognition. - Xiao-Qian Liu; Peng-Fei Zhang 001; Xin Luo 006; Zi Huang; Xin-Shun Xu (IEEE Trans. Multim., 2024)

Effective and Robust Adversarial Training Against Data and Label Corruptions. - Peng-Fei Zhang 001; Zi Huang; Xin-Shun Xu; Guangdong Bai (IEEE Trans. Multim., 2024)

Enhancing Long-and Short-Term Representations for Next POI Recommendations via Frequency and Hierarchical Contrastive Learning. - Jiajie Chen; Yu Sang; Peng-Fei Zhang 001; Jiaan Wang; Jianfeng Qu; Zhixu Li (AAAI, 2025)

MAA: Meticulous Adversarial Attack against Vision-Language Pre-trained Models. - Peng-Fei Zhang 001; Guangdong Bai; Zi Huang (CoRR, 2025)

FeBT: A Feature Balancing Transformer for Corporate ESG Forecasting. - Yawen Li 001; Mengyu Zhuang; Guanhua Ye; Yan Li; Junheng Wang; Jinyi Zhou; Peng-Fei Zhang 001 (IEEE Trans. Knowl. Data Eng., 2025)

A Step Toward World Models: A Survey on Robotic Manipulation. - Peng-Fei Zhang 001; Ying Cheng; Xiaofan Sun; Shijie Wang; Fengling Li 001; Lei Zhu 002; Heng Tao Shen (CoRR, 2025)

Towards Practical LLM Unlearning: Efficient, Modular, and Retain-Free. - Peng Liu; Peng-Fei Zhang 001; Jianfeng Qu; Ximing Li 002; Zhixu Li; Pengpeng Zhao 001 (WWW, 2026)

Hierarchical Refinement of Universal Multimodal Attacks on Vision-Language Models. - Peng-Fei Zhang 001; Zi Huang (CoRR, 2026)