Xiaoyu Du

According to our database, Xiaoyu Du authored at least 51 papers between 2017 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

MAB-DQA: Addressing Query Aspect Importance in Document Question Answering with Multi-Armed Bandits.

Yixin Xiang, Yunshan Ma, Xiaoyu Du, Yibing Chen, Yanxin Zhang, Jinhui Tang

CoRR, April, 2026

VersaVogue: Visual Expert Orchestration and Preference Alignment for Unified Fashion Synthesis.

Jian Yu, Fei Shen, Cong Wang, Yi Xin, Si Shen, Xiaoyu Du, Jinhui Tang

CoRR, April, 2026

IMAGAgent: Orchestrating Multi-Turn Image Editing via Constraint-Aware Planning and Reflection.

Fei Shen, Chengyu Xie, Lihong Wang, Zhanyi Zhang, Xin Jiang, Xiaoyu Du, Jinhui Tang

CoRR, March, 2026

LeCoT: revisiting network architecture for two-view correspondence pruning.

Luanyuan Dai, Xiaoyu Du, Jinhui Tang

Sci. China Inf. Sci., 2026

DMAP: Human-Aligned Structural Document Map for Multimodal Document Understanding.

Shunliang Fu, Yanxin Zhang, Yixin Xiang, Xiaoyu Du, Jinhui Tang

Proceedings of the ACM Web Conference 2026, 2026

IMAGGarment+: Efficient Attribute-Wise Diffusion for Garment Generation.

Jian Yu, Fei Shen, Cong Wang, Yanpeng Sun, Hao Tang, Qin Guo, Xiaoyu Du

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Eliminating Semantic Ambiguity in Human Pose Estimation via Stable Feature Upsampling.

Shu Jiang, Dong Zhang, Rui Yan, Xiangbo Shu, Pingcheng Dong, Long Chen, Xiaoyu Du

IEEE Trans. Circuits Syst. Video Technol., December, 2025

Frozen LVLMs for Micro-Video Recommendation: A Systematic Study of Feature Extraction and Fusion.

Huatuan Sun, Yunshan Ma, Changguang Wu, Yanxin Zhang, Pengfei Wang, Xiaoyu Du

CoRR, December, 2025

Triplet Contrastive Representation Learning for Unsupervised Vehicle Re-Identification.

Fei Shen, Xiaoyu Du, Liyan Zhang, Xiangbo Shu, Jinhui Tang

ACM Trans. Multim. Comput. Commun. Appl., November, 2025

Enhancing Item-level Bundle Representation for Bundle Recommendation.

Xiaoyu Du, Kun Qian, Yunshan Ma, Xinguang Xiang

Trans. Recomm. Syst., September, 2025

IMAGHarmony: Controllable Image Editing with Consistent Object Quantity and Layout.

Fei Shen, Xiaoyu Du, Yue Gao, Jian Yu, Yushe Cao, Xing Lei, Jinhui Tang

CoRR, June, 2025

Enriching Responses with Crowd-Sourced Knowledge for Task-Oriented Conversational Agents.

Zhaohui Wei, Lizi Liao, Xinguang Xiang, Xiaoyu Du

ACM Trans. Intell. Syst. Technol., April, 2025

IMAGGarment-1: Fine-Grained Garment Generation for Controllable Fashion Design.

Fei Shen, Jian Yu, Cong Wang, Xin Jiang, Xiaoyu Du, Jinhui Tang

CoRR, April, 2025

TEST-V: TEst-time Support-set Tuning for Zero-shot Video Classification.

Rui Yan, Jingdong Wang, Hongyu Qu, Xiaoyu Du, Dong Zhang, Jinhui Tang, Tieniu Tan

CoRR, February, 2025

Improving Global Generalization and Local Personalization for Federated Learning.

Lei Meng, Zhuang Qi, Lei Wu, Xiaoyu Du, Zhaochuan Li, Lizhen Cui, Xiangxu Meng

IEEE Trans. Neural Networks Learn. Syst., January, 2025

TEST-V: TEst-time Support-set Tuning for Zero-shot Video Classification.

Rui Yan, Jin Wang, Hongyu Qu, Xiaoyu Du, Dong Zhang, Jinhui Tang, Tieniu Tan

Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence, 2025

IMAGDressing-v1: Customizable Virtual Dressing.

Fei Shen, Xin Jiang, Xin He, Hu Ye, Cong Wang, Xiaoyu Du, Zechao Li, Jinhui Tang

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

BiSTNet: Semantic Image Prior Guided Bidirectional Temporal Feature Fusion for Deep Exemplar-Based Video Colorization.

Yixin Yang, Jinshan Pan, Zhongzheng Peng, Xiaoyu Du, Zhulin Tao, Jinhui Tang

IEEE Trans. Pattern Anal. Mach. Intell., August, 2024

MultiCBR: Multi-view Contrastive Learning for Bundle Recommendation.

Yunshan Ma, Yingzhi He, Xiang Wang, Yinwei Wei, Xiaoyu Du, Yuyangzi Fu, Tat-Seng Chua

ACM Trans. Inf. Syst., July, 2024

Precision Profile Pollution Attack on Sequential Recommenders via Influence Function.

Xiaoyu Du, Yingying Chen, Yang Zhang, Jinhui Tang

CoRR, 2024

Negative Sampling in Recommendation: A Survey and Future Directions.

Haokai Ma, Ruobing Xie, Lei Meng, Fuli Feng, Xiaoyu Du, Xingwu Sun, Zhanhui Kang, Xiangxu Meng

CoRR, 2024

IMAGDressing-v1: Customizable Virtual Dressing.

Fei Shen, Xin Jiang, Xin He, Hu Ye, Cong Wang, Xiaoyu Du, Zechao Li, Jinghui Tang

CoRR, 2024

TrGa: Reconsidering the Application of Graph Neural Networks in Two-View Correspondence Pruning.

Luanyuan Dai, Xiaoyu Du, Jinhui Tang

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Social Network-Based Academic Recommendation.

Shuang Wang, Shu Jiang, Xiaoyu Du

Proceedings of the Pattern Recognition and Artificial Intelligence, 2024

Balancing Visual Context Understanding in Dialogue for Image Retrieval.

Zhaohui Wei, Lizi Liao, Xiaoyu Du, Xinguang Xiang

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

PTSR: Prefix-Target Graph-based Sequential Recommendation.

Jiayu Chen, Xiaoyu Du, Yonghua Pan, Jinhui Tang

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

Delving into Multimodal Prompting for Fine-Grained Visual Classification.

Xin Jiang, Hao Tang, Junyao Gao, Xiaoyu Du, Shengfeng He, Zechao Li

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

MGNet: Learning Correspondences via Multiple Graphs.

Luanyuan Dai, Xiaoyu Du, Hanwang Zhang, Jinhui Tang

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

SI-Net: spatial interaction network for deepfake detection.

Jian Wang, Xiaoyu Du, Yu Cheng, Yunlian Sun, Jinhui Tang

Multim. Syst., October, 2023

MEP-3M: A large-scale multi-modal E-commerce product dataset.

Fan Liu, Delong Chen, Xiaoyu Du, Ruizhuo Gao, Feng Xu

Pattern Recognit., August, 2023

Triplet Contrastive Learning for Unsupervised Vehicle Re-identification.

Fei Shen, Xiaoyu Du, Liyan Zhang, Jinhui Tang

CoRR, 2023

Pedestrian-specific Bipartite-aware Similarity Learning for Text-based Person Retrieval.

Fei Shen, Xiangbo Shu, Xiaoyu Du, Jinhui Tang

Proceedings of the 31st ACM International Conference on Multimedia, 2023

EasyColor: Interactive Colorization by User's Edge-Masks and Strokes.

Zeyu Zhou, Rong Jin, Longquan Dai, Xiaoyu Du

Proceedings of the 6th IEEE International Conference on Multimedia Information Processing and Retrieval, 2023

2022

MC-Net: Learning mutually-complementary features for image manipulation localization.

Dengyun Xu, Xuanjing Shen, Yingda Lyu, Xiaoyu Du, Fuli Feng

Int. J. Intell. Syst., 2022

PR-NET: Progressively-refined neural network for image manipulation localization.

Zenan Shi, Chaoqun Chang, Haipeng Chen, Xiaoyu Du, Hanwang Zhang

Int. J. Intell. Syst., 2022

A Competitive Method for Dog Nose-print Re-identification.

Fei Shen, Zhe Wang, Zijun Wang, Xiaode Fu, Jiayi Chen, Xiaoyu Du

CoRR, 2022

Bag of Tricks for "Vision Meet Alage" Object Detection Challenge.

Xiaode Fu, Fei Shen, Xiaoyu Du, Zechao Li

Proceedings of the 6th International Conference on Universal Village, 2022

Deep Learning Based Algae Detection Method.

Ziye Fang, Shu Jiang, Xiaoyu Du, Zechao Li

Proceedings of the 6th International Conference on Universal Village, 2022

Invariant Representation Learning for Multimedia Recommendation.

Xiaoyu Du, Zike Wu, Fuli Feng, Xiangnan He, Jinhui Tang

Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

2020

Fast Matrix Factorization With Nonuniform Weights on Missing Data.

Xiangnan He, Jinhui Tang, Xiaoyu Du, Richang Hong, Tongwei Ren, Tat-Seng Chua

IEEE Trans. Neural Networks Learn. Syst., 2020

Adversarial Training Towards Robust Multimedia Recommender System.

Jinhui Tang, Xiaoyu Du, Xiangnan He, Fajie Yuan, Qi Tian, Tat-Seng Chua

IEEE Trans. Knowl. Data Eng., 2020

Deep supervised feature selection for social relationship recognition.

Mengyin Wang, Xiaoyu Du, Xiangbo Shu, Xun Wang, Jinhui Tang

Pattern Recognit. Lett., 2020

How to Learn Item Representation for Cold-Start Multimedia Recommendation?

Xiaoyu Du, Xiang Wang, Xiangnan He, Zechao Li, Jinhui Tang, Tat-Seng Chua

Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Learning to Match on Graph for Fashion Compatibility Modeling.

Xun Yang, Xiaoyu Du, Meng Wang

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Modeling Embedding Dimension Correlations via Convolutional Neural Collaborative Filtering.

Xiaoyu Du, Xiangnan He, Fajie Yuan, Jinhui Tang, Zhiguang Qin, Tat-Seng Chua

ACM Trans. Inf. Syst., 2019

Cauchy Matrix Factorization for Tag-Based Social Image Retrieval.

Xiaoyu Du, Qiuli Liu, Zechao Li, Zhiguang Qin, Jinhui Tang

IEEE Access, 2019

Progressive Image Enhancement under Aesthetic Guidance.

Xiaoyu Du, Xun Yang, Zhiguang Qin, Jinhui Tang

Proceedings of the 2019 on International Conference on Multimedia Retrieval, 2019

2018

Fast Matrix Factorization with Non-Uniform Weights on Missing Data.

Xiangnan He, Jinhui Tang, Xiaoyu Du, Richang Hong, Tongwei Ren, Tat-Seng Chua

CoRR, 2018

Adversarial Personalized Ranking for Recommendation.

Xiangnan He, Zhankui He, Xiaoyu Du, Tat-Seng Chua

Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018

Outer Product-based Neural Collaborative Filtering.

Xiangnan He, Xiaoyu Du, Xiang Wang, Feng Tian, Jinhui Tang, Tat-Seng Chua

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

2017

Wheel: Accelerating CNNs with Distributed GPUs via Hybrid Parallelism and Alternate Strategy.

Xiaoyu Du, Jinhui Tang, Zechao Li, Zhiguang Qin

Proceedings of the 2017 ACM on Multimedia Conference, 2017