Wheel: Accelerating CNNs with Distributed GPUs via Hybrid Parallelism and Alternate Strategy. - Xiaoyu Du 002; Jinhui Tang 001; Zechao Li; Zhiguang Qin (ACM Multimedia, 2017)

Outer Product-based Neural Collaborative Filtering. - Xiangnan He 001; Xiaoyu Du 002; Xiang Wang 010; Feng Tian; Jinhui Tang 001; Tat-Seng Chua (IJCAI, 2018)

Adversarial Personalized Ranking for Recommendation. - Xiangnan He 001; Zhankui He; Xiaoyu Du 002; Tat-Seng Chua (SIGIR, 2018)

Fast Matrix Factorization with Non-Uniform Weights on Missing Data. - Xiangnan He 001; Jinhui Tang 001; Xiaoyu Du 002; Richang Hong; Tongwei Ren; Tat-Seng Chua (CoRR, 2018)

Progressive Image Enhancement under Aesthetic Guidance. - Xiaoyu Du 002; Xun Yang 001; Zhiguang Qin; Jinhui Tang 001 (ICMR, 2019)

Cauchy Matrix Factorization for Tag-Based Social Image Retrieval. - Xiaoyu Du 002; Qiuli Liu; Zechao Li; Zhiguang Qin; Jinhui Tang 001 (IEEE Access, 2019)

Modeling Embedding Dimension Correlations via Convolutional Neural Collaborative Filtering. - Xiaoyu Du 002; Xiangnan He 001; Fajie Yuan; Jinhui Tang 001; Zhiguang Qin; Tat-Seng Chua (ACM Trans. Inf. Syst., 2019)

Learning to Match on Graph for Fashion Compatibility Modeling. - Xun Yang 001; Xiaoyu Du 002; Meng Wang 001 (AAAI, 2020)

How to Learn Item Representation for Cold-Start Multimedia Recommendation? - Xiaoyu Du 002; Xiang Wang 010; Xiangnan He 001; Zechao Li; Jinhui Tang 001; Tat-Seng Chua (ACM Multimedia, 2020)

Deep supervised feature selection for social relationship recognition. - Mengyin Wang; Xiaoyu Du 002; Xiangbo Shu; Xun Wang 007; Jinhui Tang 001 (Pattern Recognit. Lett., 2020)

Adversarial Training Towards Robust Multimedia Recommender System. - Jinhui Tang 001; Xiaoyu Du 002; Xiangnan He 001; Fajie Yuan; Qi Tian 001; Tat-Seng Chua (IEEE Trans. Knowl. Data Eng., 2020)

Fast Matrix Factorization With Nonuniform Weights on Missing Data. - Xiangnan He 001; Jinhui Tang 001; Xiaoyu Du 002; Richang Hong; Tongwei Ren; Tat-Seng Chua (IEEE Trans. Neural Networks Learn. Syst., 2020)

Invariant Representation Learning for Multimedia Recommendation. - Xiaoyu Du 002; Zike Wu; Fuli Feng; Xiangnan He 001; Jinhui Tang 001 (ACM Multimedia, 2022)

Deep Learning Based Algae Detection Method. - Ziye Fang; Shu Jiang; Xiaoyu Du 002; Zechao Li (UV, 2022)

Bag of Tricks for "Vision Meet Alage" Object Detection Challenge. - Xiaode Fu; Fei Shen; Xiaoyu Du 002; Zechao Li (UV, 2022)

A Competitive Method for Dog Nose-print Re-identification. - Fei Shen; Zhe Wang; Zijun Wang; Xiaode Fu; Jiayi Chen; Xiaoyu Du 002 (CoRR, 2022)

PR-NET: Progressively-refined neural network for image manipulation localization. - Zenan Shi; Chaoqun Chang; Haipeng Chen 002; Xiaoyu Du 002; Hanwang Zhang (Int. J. Intell. Syst., 2022)

MC-Net: Learning mutually-complementary features for image manipulation localization. - Dengyun Xu; Xuanjing Shen; Yingda Lyu; Xiaoyu Du 002; Fuli Feng (Int. J. Intell. Syst., 2022)

EasyColor: Interactive Colorization by User's Edge-Masks and Strokes. - Zeyu Zhou; Rong Jin; Longquan Dai; Xiaoyu Du 002 (MIPR, 2023)

Pedestrian-specific Bipartite-aware Similarity Learning for Text-based Person Retrieval. - Fei Shen; Xiangbo Shu; Xiaoyu Du 002; Jinhui Tang 001 (ACM Multimedia, 2023)

Triplet Contrastive Learning for Unsupervised Vehicle Re-identification. - Fei Shen; Xiaoyu Du 002; Liyan Zhang 001; Jinhui Tang 001 (CoRR, 2023)

MEP-3M: A large-scale multi-modal E-commerce product dataset. - Fan Liu 003; Delong Chen; Xiaoyu Du 002; Ruizhuo Gao; Feng Xu 008 (Pattern Recognit., 2023)

SI-Net: spatial interaction network for deepfake detection. - Jian Wang 129; Xiaoyu Du 002; Yu Cheng; Yunlian Sun; Jinhui Tang 001 (Multim. Syst., 2023)

MGNet: Learning Correspondences via Multiple Graphs. - Luanyuan Dai; Xiaoyu Du 002; Hanwang Zhang; Jinhui Tang 001 (AAAI, 2024)

Delving into Multimodal Prompting for Fine-Grained Visual Classification. - Xin Jiang 010; Hao Tang 007; Junyao Gao 002; Xiaoyu Du 002; Shengfeng He; Zechao Li (AAAI, 2024)

PTSR: Prefix-Target Graph-based Sequential Recommendation. - Jiayu Chen; Xiaoyu Du 002; Yonghua Pan; Jinhui Tang 001 (CIKM, 2024)

Balancing Visual Context Understanding in Dialogue for Image Retrieval. - Zhaohui Wei; Lizi Liao; Xiaoyu Du 002; Xinguang Xiang (EMNLP (Findings), 2024)

Social Network-Based Academic Recommendation. - Shuang Wang; Shu Jiang; Xiaoyu Du 002 (ICPRAI (2), 2024)

TrGa: Reconsidering the Application of Graph Neural Networks in Two-View Correspondence Pruning. - Luanyuan Dai; Xiaoyu Du 002; Jinhui Tang 001 (ACM Multimedia, 2024)

IMAGDressing-v1: Customizable Virtual Dressing. - Fei Shen; Xin Jiang 010; Xin He; Hu Ye; Cong Wang 034; Xiaoyu Du 002; Zechao Li; Jinghui Tang (CoRR, 2024)

Negative Sampling in Recommendation: A Survey and Future Directions. - Haokai Ma; Ruobing Xie; Lei Meng 001; Fuli Feng; Xiaoyu Du 002; Xingwu Sun; Zhanhui Kang; Xiangxu Meng (CoRR, 2024)

Precision Profile Pollution Attack on Sequential Recommenders via Influence Function. - Xiaoyu Du 002; Yingying Chen; Yang Zhang; Jinhui Tang 001 (CoRR, 2024)

MultiCBR: Multi-view Contrastive Learning for Bundle Recommendation. - Yunshan Ma; Yingzhi He; Xiang Wang 010; Yinwei Wei; Xiaoyu Du 002; Yuyangzi Fu; Tat-Seng Chua (ACM Trans. Inf. Syst., 2024)

BiSTNet: Semantic Image Prior Guided Bidirectional Temporal Feature Fusion for Deep Exemplar-Based Video Colorization. - Yixin Yang; Jinshan Pan; Zhongzheng Peng; Xiaoyu Du 002; Zhulin Tao; Jinhui Tang 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

IMAGDressing-v1: Customizable Virtual Dressing. - Fei Shen; Xin Jiang 010; Xin He; Hu Ye; Cong Wang; Xiaoyu Du 002; Zechao Li; Jinhui Tang 001 (AAAI, 2025)

Improving Global Generalization and Local Personalization for Federated Learning. - Lei Meng 001; Zhuang Qi; Lei Wu 002; Xiaoyu Du 002; Zhaochuan Li; Lizhen Cui; Xiangxu Meng (IEEE Trans. Neural Networks Learn. Syst., 2025)

TEST-V: TEst-time Support-set Tuning for Zero-shot Video Classification. - Rui Yan 010; Jingdong Wang 001; Hongyu Qu; Xiaoyu Du 002; Dong Zhang; Jinhui Tang 001; Tieniu Tan (CoRR, 2025)

IMAGGarment-1: Fine-Grained Garment Generation for Controllable Fashion Design. - Fei Shen; Jian Yu; Cong Wang; Xin Jiang; Xiaoyu Du 002; Jinhui Tang 001 (CoRR, 2025)

Enriching Responses with Crowd-Sourced Knowledge for Task-Oriented Conversational Agents. - Zhaohui Wei; Lizi Liao; Xinguang Xiang; Xiaoyu Du 002 (ACM Trans. Intell. Syst. Technol., 2025)

IMAGHarmony: Controllable Image Editing with Consistent Object Quantity and Layout. - Fei Shen; Xiaoyu Du 002; Yue Gao 002; Jian Yu; Yushe Cao; Xing Lei; Jinhui Tang 001 (CoRR, 2025)

Enhancing Item-level Bundle Representation for Bundle Recommendation. - Xiaoyu Du 002; Kun Qian; Yunshan Ma; Xinguang Xiang (Trans. Recomm. Syst., 2025)