Shutao Xia

2026

Vertical Semi-Federated Learning for Efficient Online Advertising.

Wenjie Li|Shu-Tao Xia|Jiangke Fan|Teng Zhang|Xingxing Wang

Proceedings of the ACM Web Conference 2026, WWW 2026, Dubai, United Arab Emirates, originally scheduled for April 13-17, 2026, rescheduled for June 29 - July 3, 2026.

MoE-LC: General-Purpose Lossless Compression for Multi-modal Data via Entropy-Aware Multi-Experts.

Zeyi Lu|Xiaoxiao Ma|Yujun Huang|Minxiao Chen|Bin Chen|Shu-Tao Xia

Proceedings of the ACM Web Conference 2026, WWW 2026, Dubai, United Arab Emirates, originally scheduled for April 13-17, 2026, rescheduled for June 29 - July 3, 2026.

2025

MERA: Mixture of Experts with Retrieval-Augmented Representation for Modeling Diversified Stock Patterns.

YuJun Liu|Chen-Hui Song|Peiyuan Liu|Naiqi Li|Tao Dai|Jigang Bao|Yong Jiang|Shu-Tao Xia

Companion Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025 - 2 May 2025

2024

ReFer: Retrieval-Enhanced Vertical Federated Recommendation for Full Set User Benefit.

Wenjie Li|Zhongren Wang|Jinpeng Wang|Shutao Xia|Jile Zhu|Mingjian Chen|Jiangke Fan|Jia Cheng|Jun Lei

Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2024, Washington DC, USA, July 14-18, 2024

RAT: Retrieval-Augmented Transformer for Click-Through Rate Prediction.

Yushen Li|Jinpeng Wang|Tao Dai|Jieming Zhu|Jun Yuan|Rui Zhang|Shu-Tao Xia

Companion Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, Singapore, May 13-17, 2024

2023

Follow the Will of the Market: A Context-Informed Drift-Aware Method for Stock Prediction.

Chen-Hui Song|Xi Xiao|Bin Zhang|Shu-Tao Xia

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023

2022

LCD: Adaptive Label Correction for Denoising Music Recommendation.

Quanyu Dai|Yalei Lv|Jieming Zhu|Junjie Ye|Zhenhua Dong|Rui Zhang|Shu-Tao Xia|Ruiming Tang

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022

An Accuracy-Lossless Perturbation Method for Defending Privacy Attacks in Federated Learning.

Xue Yang|Yan Feng|Weijun Fang|Jun Shao|Xiaohu Tang|Shu-Tao Xia|Rongxing Lu

WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022

Hybrid Contrastive Quantization for Efficient Cross-View Video Retrieval.

Jinpeng Wang|Bin Chen|Dongliang Liao|Ziyun Zeng|Gongfu Li|Shu-Tao Xia|Jin Xu

WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022

Multi-task Ranking with User Behaviors for Text-video Search.

Peidong Liu|Dongliang Liao|Jinpeng Wang|Yangxin Wu|Gongfu Li|Shu-Tao Xia|Jin Xu

Companion of The Web Conference 2022, Virtual Event / Lyon, France, April 25 - 29, 2022

2020

Multi-level Recognition on Falls from Activities of Daily Living.

Jiawei Li|Shu-Tao Xia|Qianggang Ding

Proceedings of the 2020 on International Conference on Multimedia Retrieval, ICMR 2020, Dublin, Ireland, June 8-11, 2020.