Min Hou

2026

WeaveRec: An LLM-Based Cross-Domain Sequential Recommendation Framework with Model Merging.

Min Hou|Xin Liu|Le Wu|Chenyi He|Hao Liu|Zhi Li|Xin Li|Si Wei

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.

VC-Soup: Value-Consistency Guided Multi-Value Alignment for Large Language Models.

Hefei Xu|Le Wu|Yu Wang|Min Hou|Han Wu|Zhen Zhang|Meng 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

Mitigating Distribution Shifts in Sequential Recommendation: An Invariance Perspective.

Yuxin Liao|Yonghui Yang|Min Hou|Le Wu|Hefei Xu|Hao Liu

Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2025, Padua, Italy, July 13-18, 2025

Fair Personalized Learner Modeling Without Sensitive Attributes.

Hefei Xu|Min Hou|Le Wu|Fei Liu|Yonghui Yang|Haoyue Bai|Richang Hong|Meng Wang

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

2024

Mitigating Recommendation Biases via Group-Alignment and Global-Uniformity in Representation Learning.

Miaomiao Cai|Min Hou|Lei Chen|Le Wu|Haoyue Bai|Yong Li|Meng Wang

ACM Transactions on Intelligent Systems and Technology (TIST) 2024 Volume 15 Issue 5

Multimodality Invariant Learning for Multimedia-Based New Item Recommendation.

Haoyue Bai|Le Wu|Min Hou|Miaomiao Cai|Zhuangzhuang He|Yuyang Zhou|Richang Hong|Meng 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

2022

Clustering based Behavior Sampling with Long Sequential Data for CTR Prediction.

Yuren Zhang|Enhong Chen|Binbin Jin|Hao Wang|Min Hou|Wei Huang|Runlong Yu

SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11 - 15, 2022

Multi-Granularity Residual Learning with Confidence Estimation for Time Series Prediction.

Min Hou|Chang Xu|Zhi Li|Yang Liu|Weiqing Liu|Enhong Chen|Jiang Bian

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

2021

Stock Trend Prediction with Multi-granularity Data: A Contrastive Learning Approach with Adaptive Fusion.

Min Hou|Chang Xu|Yang Liu|Weiqing Liu|Jiang Bian|Le Wu|Zhi Li|Enhong Chen|Tie-Yan Liu

CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021

2018

SHINE: Signed Heterogeneous Information Network Embedding for Sentiment Link Prediction.

Hongwei Wang|Fuzheng Zhang|Min Hou|Xing Xie|Minyi Guo|Qi Liu

Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining, WSDM 2018, Marina Del Rey, CA, USA, February 5-9, 2018