Sheng Zhou

2026

doi dblp
LLM4DSR: Leveraging Large Language Model for Denoising Sequential Recommendation.
Bohao Wang|Feng Liu|Changwang Zhang|Jiawei Chen|Yudi Wu|Sheng Zhou|Xingyu Lou|Jun Wang|Yan Feng|Chun Chen|Can Wang
ACM Transactions on Information Systems (TOIS) 2026 Volume 44 Issue 1
doi dblp
TopKGAT: A Top-K Objective-Driven Architecture for Recommendation.
Sirui Chen|Jiawei Chen|Canghong Jin|Sheng Zhou|Jingbang Chen|Wujie Sun|Can 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.

2025

doi dblp
Learning from Graph: Mitigating Label Noise on Graph through Topological Feature Reconstruction.
Zhonghao Wang|Yuanchen Bei|Sheng Zhou|Zhiyao Zhou|Jiapei Fan|Hui Xue|Haishuai Wang|Jiajun Bu
Proceedings of the 34th ACM International Conference on Information and Knowledge Management, CIKM 2025, Seoul, Republic of Korea, November 10-14, 2025
doi dblp
How Do Recommendation Models Amplify Popularity Bias? An Analysis from the Spectral Perspective.
Siyi Lin|Chongming Gao|Jiawei Chen|Sheng Zhou|Binbin Hu|Yan Feng|Chun Chen|Can Wang
Proceedings of the Eighteenth ACM International Conference on Web Search and Data Mining, WSDM 2025, Hannover, Germany, March 10-14, 2025
doi dblp
Dynamic Graph Transformer with Correlated Spatial-Temporal Positional Encoding.
Zhe Wang|Sheng Zhou|Jiawei Chen|Zhen Zhang|Binbin Hu|Yan Feng|Chun Chen|Can Wang
Proceedings of the Eighteenth ACM International Conference on Web Search and Data Mining, WSDM 2025, Hannover, Germany, March 10-14, 2025
doi dblp
Towards an Inclusive Mobile Web: A Dataset and Framework for Focusability in UI Accessibility.
Ming Gu|Lei Pei|Sheng Zhou|Ming Shen|Yuxuan Wu|Zirui Gao|Ziwei Wang|Shuo Shan|Wei Jiang|Yong Li|Jiajun Bu
Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025- 2 May 2025
doi dblp
Rankformer: A Graph Transformer for Recommendation based on Ranking Objective.
Sirui Chen|Shen Han|Jiawei Chen|Binbin Hu|Sheng Zhou|Gang Wang|Yan Feng|Chun Chen|Can Wang
Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025- 2 May 2025
doi dblp
Uncertainty-Aware Graph Structure Learning.
Shen Han|Zhiyao Zhou|Jiawei Chen|Zhezheng Hao|Sheng Zhou|Gang Wang|Yan Feng|Chun Chen|Can Wang
Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025- 2 May 2025
doi dblp
EcomMIR: Towards Intelligent Multimodal Intent Recognition in E-Commerce Dialogue Systems.
Tianhong Gao|Genhang Shen|Yuxuan Wu|Zunlei Feng|Jinshan Zhang|Sheng Zhou
Companion Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025 - 2 May 2025

2024

doi dblp
ReCRec: Reasoning the Causes of Implicit Feedback for Debiased Recommendation.
Siyi Lin|Sheng Zhou|Jiawei Chen|Yan Feng|Qihao Shi|Chun Chen|Ying Li|Can Wang
ACM Transactions on Information Systems (TOIS) 2024 Volume 42 Issue 6
doi dblp
SIGformer: Sign-aware Graph Transformer for Recommendation.
Sirui Chen|Jiawei Chen|Sheng Zhou|Bohao Wang|Shen Han|Chanfei Su|Yuqing Yuan|Can Wang
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2024, Washington DC, USA, July 14-18, 2024
doi dblp
Macro Graph Neural Networks for Online Billion-Scale Recommender Systems.
Hao Chen|Yuanchen Bei|Qijie Shen|Yue Xu|Sheng Zhou|Wenbing Huang|Feiran Huang|Senzhang Wang|Xiao Huang
Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, May 13-17, 2024
doi dblp
Distributionally Robust Graph-based Recommendation System.
Bohao Wang|Jiawei Chen|Changdong Li|Sheng Zhou|Qihao Shi|Yang Gao|Yan Feng|Chun Chen|Can Wang
Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, May 13-17, 2024

2023

doi dblp
Improving topic disentanglement via contrastive learning.
Xixi Zhou|Jiajun Bu|Sheng Zhou|Zhi Yu|Ji Zhao|Xifeng Yan
Information Processing and Management 2023 Volume 60 Issue 2
doi dblp
Non-Recursive Cluster-Scale Graph Interacted Model for Click-Through Rate Prediction.
Yuanchen Bei|Hao Chen|Shengyuan Chen|Xiao Huang|Sheng Zhou|Feiran Huang
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023
doi dblp
Homophily-enhanced Structure Learning for Graph Clustering.
Ming Gu|Gaoming Yang|Sheng Zhou|Ning Ma|Jiawei Chen|Qiaoyu Tan|Meihan Liu|Jiajun Bu
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023
doi dblp
CDR: Conservative Doubly Robust Learning for Debiased Recommendation.
Zijie Song|Jiawei Chen|Sheng Zhou|Qihao Shi|Yan Feng|Chun Chen|Can Wang
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023
doi dblp
DPGN: Denoising Periodic Graph Network for Life Service Recommendation.
Hao Xu|Huixuan Chi|Danyang Liu|Sheng Zhou|Mengdi Zhang
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023
doi dblp
Unbiased Knowledge Distillation for Recommendation.
Gang Chen|Jiawei Chen|Fuli Feng|Sheng Zhou|Xiangnan He
Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, WSDM 2023, Singapore, 27 February 2023 - 3 March 2023.
doi dblp
Adap-τ : Adaptively Modulating Embedding Magnitude for Recommendation.
Jiawei Chen|Junkang Wu|Jiancan Wu|Xuezhi Cao|Sheng Zhou|Xiangnan He
Proceedings of the ACM Web Conference 2023, WWW 2023, Austin, TX, USA, 30 April 2023 - 4 May 2023

2022

doi dblp
Direction-Aware User Recommendation Based on Asymmetric Network Embedding.
Sheng Zhou|Xin Wang|Martin Ester|Bolang Li|Chen Ye|Zhen Zhang|Can Wang|Jiajun Bu
ACM Transactions on Information Systems (TOIS) 2022 Volume 40 Issue 2
doi dblp
Collaborative Knowledge Distillation for Heterogeneous Information Network Embedding.
Can Wang|Sheng Zhou|Kang Yu|Defang Chen|Bolang Li|Yan Feng|Chun Chen
WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022

2021

doi dblp
CoSam: An Efficient Collaborative Adaptive Sampler for Recommendation.
Jiawei Chen|Chengquan Jiang|Can Wang|Sheng Zhou|Yan Feng|Chun Chen|Martin Ester|Xiangnan He
ACM Transactions on Information Systems (TOIS) 2021 Volume 39 Issue 3

2020

doi dblp
Adaptive-Step Graph Meta-Learner for Few-Shot Graph Classification.
Ning Ma|Jiajun Bu|Jieyu Yang|Zhen Zhang|Chengwei Yao|Zhi Yu|Sheng Zhou|Xifeng Yan
CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020

2019

doi dblp
SamWalker: Social Recommendation with Informative Sampling Strategy.
Jiawei Chen|Can Wang|Sheng Zhou|Qihao Shi|Yan Feng|Chun Chen
The World Wide Web Conference, WWW 2019, San Francisco, CA, USA, May 13-17, 2019

2018

doi dblp
Modeling Users' Exposure with Social Knowledge Influence and Consumption Influence for Recommendation.
Jiawei Chen|Yan Feng|Martin Ester|Sheng Zhou|Chun Chen|Can Wang
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, CIKM 2018, Torino, Italy, October 22-26, 2018
doi dblp
PRRE: Personalized Relation Ranking Embedding for Attributed Networks.
Sheng Zhou|Hongxia Yang|Xin Wang|Jiajun Bu|Martin Ester|Pinggang Yu|Jianwei Zhang|Can Wang
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, CIKM 2018, Torino, Italy, October 22-26, 2018