Xiao Zhou

According to our database, Xiao Zhou authored at least 30 papers between 2017 and 2026.

Collaborative distances:

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

2026

HypeMed: Enhancing Medication Recommendations with Hypergraph-Based Patient Relationships.

Xiangxu Zhang, Xiao Zhou, Hongteng Xu, Jianxun Lian

ACM Trans. Inf. Syst., May, 2026

Human Values Matter: Investigating How Misalignment Shapes Collective Behaviors in LLM Agent Communities.

Xiangxu Zhang, Jiamin Wang, Qinlin Zhao, Hanze Guo, Linzhuo Li, Jing Yao, Xiao Zhou, Xiaoyuan Yi, Xing Xie

CoRR, April, 2026

Why Not Collaborative Filtering in Dual View? Bridging Sparse and Dense Models.

Hanze Guo, Jianxun Lian, Xiao Zhou

ACM Trans. Inf. Syst., March, 2026

SoREX: Towards Self-Explainable Social Recommendation with Relevant Ego-Path Extraction.

Hanze Guo, Yijun Ma, Xiao Zhou

ACM Trans. Inf. Syst., February, 2026

Intelli-Planner: Towards Customized Urban Planning via Large Language Model Empowered Reinforcement Learning.

Xixian Yong, Peilin Sun, Zihe Wang, Xiao Zhou

Proceedings of the ACM Web Conference 2026, 2026

From Retrieval to Generation: Unifying External and Parametric Knowledge for Medical Question Answering.

Lei Li, Xiao Zhou, Yingying Zhang, Xian Wu

Proceedings of the ACM Web Conference 2026, 2026

WED-Net: A Weather-Effect Disentanglement Network with Causal Augmentation for Urban Flow Prediction.

Qian Hong, Siyuan Chang, Xiao Zhou

Proceedings of the ACM Web Conference 2026, 2026

Inflated Excellence or True Performance? Rethinking Medical Diagnostic Benchmarks with Dynamic Evaluation.

Xiangxu Zhang, Lei Li, Yanyun Zhou, Xiao Zhou, Yingying Zhang, Xian Wu

Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2026

MoHoBench: Assessing Honesty of Multimodal Large Language Models via Unanswerable Visual Questions.

Yanxu Zhu, Shitong Duan, Xiangxu Zhang, Jitao Sang, Peng Zhang, Tun Lu, Xiao Zhou, Jing Yao, Xiaoyuan Yi, Xing Xie

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Advancing Ocean State Estimation with efficient and scalable AI.

Yanfei Xiang, Yuan Gao, Hao Wu, Quan Zhang, Ruiqi Shu, Xiao Zhou, Xian Wu, Xiaomeng Huang

CoRR, November, 2025

Beyond Single Models: Mitigating Multimodal Hallucinations via Adaptive Token Ensemble Decoding.

Jinlin Li, Yuran Wang, Yifei Yuan, Xiao Zhou, Yingying Zhang, Xixian Yong, Yefeng Zheng, Xian Wu

CoRR, October, 2025

Tricolore: Multi-Behavior User Profiling for Enhanced Candidate Generation in Recommender Systems.

Xiao Zhou, Zhongxiang Zhao, Hanze Guo

IEEE Trans. Knowl. Data Eng., July, 2025

Counterfactual Reasoning for Steerable Pluralistic Value Alignment of Large Language Models.

Hanze Guo, Jing Yao, Xiao Zhou, Xiaoyuan Yi, Xing Xie

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

AutoMIR: Effective Zero-Shot Medical Information Retrieval without Relevance Labels.

Lei Li, Xiangxu Zhang, Xiao Zhou, Zheng Liu

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2025, 2025

Leave no one Behind: Enhancing Diversity While Maintaining Accuracy in Social Recommendation.

Lei Li, Xiao Zhou

Proceedings of the Database Systems for Advanced Applications, 2025

MotiveBench: How Far Are We From Human-Like Motivational Reasoning in Large Language Models?

Xixian Yong, Jianxun Lian, Xiaoyuan Yi, Xiao Zhou, Xing Xie

Proceedings of the Findings of the Association for Computational Linguistics, 2025

2024

Causally Aware Generative Adversarial Networks for Light Pollution Control.

Yuyao Zhang, Ke Guo, Xiao Zhou

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

Tail-STEAK: Improve Friend Recommendation for Tail Users via Self-Training Enhanced Knowledge Distillation.

Yijun Ma, Chaozhuo Li, Xiao Zhou

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

Ada-Retrieval: An Adaptive Multi-Round Retrieval Paradigm for Sequential Recommendations.

Lei Li, Jianxun Lian, Xiao Zhou, Xing Xie

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

2023

Reconstructing human activities via coupling mobile phone data with location-based social networks.

Le Huang, Fan Xia, Hui Chen, Bowen Hu, Xiao Zhou, Chunxiao Li, Yaohui Jin, Yanyan Xu

CoRR, 2023

M2EU: Meta Learning for Cold-start Recommendation via Enhancing User Preference Estimation.

Zhenchao Wu, Xiao Zhou

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

2022

Evaluation of non-pharmaceutical interventions and optimal strategies for containing the COVID-19 pandemic.

Xiao Zhou, Xiaohu Zhang, Paolo Santi, Carlo Ratti

CoRR, 2022

Personalized Query Suggestion with Searching Dynamic Flow for Online Recruitment.

Zile Zhou, Xiao Zhou, Mingzhe Li, Yang Song, Tao Zhang, Rui Yan

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

2019

Topic-Enhanced Memory Networks for Personalised Point-of-Interest Recommendation.

Xiao Zhou, Cecilia Mascolo, Zhongxiang Zhao

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

Collaborative Metric Learning with Memory Network for Multi-Relational Recommender Systems.

Xiao Zhou, Danyang Liu, Jianxun Lian, Xing Xie

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

2018

Evaluating the impact of the 2012 Olympic Games policy on the regeneration of East London using spatio-temporal big data.

Xiao Zhou, Desislava Hristova, Anastasios Noulas, Cecilia Mascolo

CoRR, 2018

Cultural Investment and Urban Socio-Economic Development: A Geo-Social Network Approach.

Xiao Zhou, Desislava Hristova, Anastasios Noulas, Cecilia Mascolo, Max Sklar

CoRR, 2018

Discovering Latent Patterns of Urban Cultural Interactions in WeChat for Modern City Planning.

Xiao Zhou, Anastasios Noulas, Cecilia Mascolo, Zhongxiang Zhao

Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

Predicting the Spatio-Temporal Evolution of Chronic Diseases in Population with Human Mobility Data.

Yingzi Wang, Xiao Zhou, Anastasios Noulas, Cecilia Mascolo, Xing Xie, Enhong Chen

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

2017

Detecting Socio-Economic Impact of Cultural Investment Through Geo-Social Network Analysis.

Xiao Zhou, Desislava Hristova, Anastasios Noulas, Cecilia Mascolo

Proceedings of the Eleventh International Conference on Web and Social Media, 2017