Guibing Guo

2026

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Tail-Aware Data Augmentation for Long-Tail Sequential Recommendation.
Yizhou Dang|Zhifu Wei|Minhan Huang|Lianbo Ma|Jianzhe Zhao|Guibing Guo|Xingwei 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.
doi dblp
Lifelong Sequential Recommendation with Adaptive Subsequence Compression and Contextual Fusion.
Fei Li|Xiaoming Liu|Jiayi Luo|Guibing Guo|Jianzhe Zhao|Xingwei 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

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Efficient and Adaptive Recommendation Unlearning: A Guided Filtering Framework to Erase Outdated Preferences.
Yizhou Dang|Yuting Liu|Enneng Yang|Guibing Guo|Linying Jiang|Jianzhe Zhao|Xingwei Wang
ACM Transactions on Information Systems (TOIS) 2025 Volume 43 Issue 2
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Symmetric Graph Contrastive Learning against Noisy Views for Recommendation.
Chu Zhao|Enneng Yang|Yuliang Liang|Jianzhe Zhao|Guibing Guo|Xingwei Wang
ACM Transactions on Information Systems (TOIS) 2025 Volume 43 Issue 3
doi dblp
Preference Logical Reasoning with Preference Operators for Explainable Recommendations.
Fei Li|Enneng Yang|Guibing Guo|Linying Jiang|Jianzhe Zhao|Xingwei Wang
ACM Transactions on Information Systems (TOIS) 2025 Volume 43 Issue 4
doi dblp
Data Augmentation as Free Lunch: Exploring the Test-Time Augmentation for Sequential Recommendation.
Yizhou Dang|Yuting Liu|Enneng Yang|Minhan Huang|Guibing Guo|Jianzhe Zhao|Xingwei Wang
Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2025, Padua, Italy, July 13-18, 2025
doi dblp
Denoising Multi-Interest-Aware Logical Reasoning for Long-Sequence Recommendation.
Fei Li|Qingyun Gao|Yizhou Dang|Enneng Yang|Guibing Guo|Jianzhe Zhao|Xingwei Wang
Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2025, Padua, Italy, July 13-18, 2025
doi dblp
Graph Representation Learning via Causal Diffusion for Out-of-Distribution Recommendation.
Chu Zhao|Enneng Yang|Yuliang Liang|Pengxiang Lan|Yuting Liu|Jianzhe Zhao|Guibing Guo|Xingwei Wang
Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025- 2 May 2025
doi dblp
Distributionally Robust Graph Out-of-Distribution Recommendation via Diffusion Model.
Chu Zhao|Enneng Yang|Yuliang Liang|Jianzhe Zhao|Guibing Guo|Xingwei Wang
Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025- 2 May 2025

2021

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Target-guided Emotion-aware Chat Machine.
Wei Wei|Jiayi Liu|Xianling Mao|Guibing Guo|Feida Zhu|Pan Zhou|Yuchong Hu|Shanshan Feng
ACM Transactions on Information Systems (TOIS) 2021 Volume 39 Issue 4

2020

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Deep Learning for Sequential Recommendation: Algorithms, Influential Factors, and Evaluations.
Hui Fang|Danning Zhang|Yiheng Shu|Guibing Guo
ACM Transactions on Information Systems (TOIS) 2020 Volume 39 Issue 1
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Future Data Helps Training: Modeling Future Contexts for Session-based Recommendation.
Fajie Yuan|Xiangnan He|Haochuan Jiang|Guibing Guo|Jian Xiong|Zhezhao Xu|Yilin Xiong
WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020

2019

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Emotion-aware Chat Machine: Automatic Emotional Response Generation for Human-like Emotional Interaction.
Wei Wei|Jiayi Liu|Xianling Mao|Guibing Guo|Feida Zhu|Pan Zhou|Yuchong Hu
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, CIKM 2019, Beijing, China, November 3-7, 2019.

2018

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IFUP: Workshop on Multi-dimensional Information Fusion for User Modeling and Personalization.
Feida Zhu|Yongfeng Zhang|Neil Yorke-Smith|Guibing Guo|Xu Chen
Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining, WSDM 2018, Marina Del Rey, CA, USA, February 5-9, 2018

2016

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A Novel Evidence-Based Bayesian Similarity Measure for Recommender Systems.
Guibing Guo|Jie Zhang|Neil Yorke-Smith
ACM Transactions on the Web 2016 Volume 10 Issue 2
doi dblp
LambdaFM: Learning Optimal Ranking with Factorization Machines Using Lambda Surrogates.
Fajie Yuan|Guibing Guo|Joemon M. Jose|Long Chen|Haitao Yu|Weinan Zhang
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, CIKM 2016, Indianapolis, IN, USA, October 24-28, 2016