MotiveBench: How Far Are We From Human-Like Motivational Reasoning in Large Language Models?
Published in Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (ACL), 2025
Jinlin Li & Xiao Zhou*.
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Publications
Leave No One Behind: Enhancing Diversity While Maintaining Accuracy in Social Recommendation
Published in Proceedings of the 30th International Conference on Database Systems for Advanced Applications (DASFAA), 2025
Lei Li & Xiao Zhou*.
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Tricolore: Multi-Behavior User Profiling for Enhanced Candidate Generation in Recommender Systems
Published in IEEE Transactions on Knowledge and Data Engineering (TKDE), 2025
Xiao Zhou*, Zhongxiang Zhao, Hanze Guo.
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FAP-CD: Fairness-Driven Age-Friendly Community Planning via Conditional Diffusion Generation
Published in Proceedings of the 39th Annual AAAI Conference on Artificial Intelligence (AAAI), 2025
Jinlin Li, Xintong Li, Xiao Zhou*.
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MotifGPL: Motif-Enhanced Graph Prototype Learning for Deciphering Urban Social Segregation
Published in Proceedings of the 39th Annual AAAI Conference on Artificial Intelligence (AAAI), 2025
Tengfei He & Xiao Zhou*.
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MuseCL: Predicting Urban Socioeconomic Indicators via Multi-Semantic Contrastive Learning
Published in Proceedings of 33rd International Joint Conference on Artificial Intelligence (IJCAI), 2024
Xixian Yong & Xiao Zhou*.
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CGAP: Urban Region Representation Learning with Coarsened Graph Attention Pooling
Published in Proceedings of 33rd International Joint Conference on Artificial Intelligence (IJCAI), 2024
Zhuo Xu & Xiao Zhou*.
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Tail-STEAK: Improve Friend Recommendation for Tail Users via Self-Training Enhanced Knowledge Distillation
Published in Proceedings of the 38th Annual AAAI Conference on Artificial Intelligence (AAAI), 2024
Yijun Ma, Chaozhuo Li, Xiao Zhou*.
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Ada-Retrieval: An Adaptive Multi-Round Retrieval Paradigm for Sequential Recommendations
Published in Proceedings of the 38th Annual AAAI Conference on Artificial Intelligence (AAAI), 2024
Lei Li, Jianxun Lian, Xiao Zhou*, Xing Xie.
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Causally Aware Generative Adversarial Networks for Light Pollution Control
Published in Proceedings of the 38th Annual AAAI Conference on Artificial Intelligence (AAAI), 2024
Yuyao Zhang, Ke Guo, Xiao Zhou*.
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Reconstructing Human Activities via Coupling Mobile Phone Data with Location-Based Social Networks
Published in Travel Behaviour and Society, 2023
Le Huang, Fan Xia, Hui Chen, Bowen Hu, Xiao Zhou, Chunxiao Li, Yaohui Jin, Yanyan Xu.
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Phase-Wise Evaluation and Optimization of Non-Pharmaceutical Interventions to Contain the COVID-19 Pandemic in the US
Published in Frontiers in Public Health, 2023
Xiao Zhou*, Xiaohu Zhang, Paolo Santi, Carlo Ratti.
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M2EU: Meta Learning for Cold-start Recommendation via Enhancing User Preference Estimation
Published in Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2023
Zhenchao Wu, Xiao Zhou*.
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Personalized Query Suggestion with Searching Dynamic Flow for Online Recruitment
Published in Proceedings of the 31st ACM International Conference on Information & Knowledge Management (CIKM), 2022
Zile Zhou♠, Xiao Zhou♠, Mingzhe Li, Yang Song, Tao Zhang, Rui Yan.
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Topic-Enhanced Memory Networks for Personalised Point-of-Interest Recommendation
Published in Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining (KDD), 2019
Xiao Zhou*, Cecilia Mascolo, Zhongxiang Zhao.
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Collaborative Metric Learning with Memory Network for Multi-Relational Recommender Systems
Published in Proceedings of 28th International Joint Conference on Artificial Intelligence (IJCAI), 2019
Xiao Zhou*, Danyang Liu, Jianxun Lian, Xing Xie.
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Discovering Latent Patterns of Urban Cultural Interactions in WeChat for Modern City Planning
Published in Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining (KDD), 2018
Xiao Zhou*, Anastasios Noulas, Cecilia Mascolo, Zhongxiang Zhao.
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Predicting the Spatio-Temporal Evolution of Chronic Diseases in Population with Human Mobility Data
Published in Proceedings of 27th International Joint Conference on Artificial Intelligence (IJCAI), 2018
Yingzi Wang, Xiao Zhou, Anastasios Noulas, Cecilia Mascolo, Xing Xie, Enhong Chen.
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Evaluating the Impact of the 2012 Olympic Games Policy on the Regeneration of East London Using Spatio-Temporal Big Data
Published in arXiv preprint arXiv, 2018
Xiao Zhou*, Desislava Hristova, Anastasios Noulas, Cecilia Mascolo.
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Cultural Investment and Urban Socio-Economic Development: A Geosocial Network Approach
Published in Royal Society Open Science, 2017
Xiao Zhou*, Desislava Hristova, Anastasios Noulas, Cecilia Mascolo, Max Sklar.
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Detecting Socio-Economic Impact of Cultural Investment Through Geo-Social Network Analysis
Published in Proceedings of the International AAAI Conference on Web and Social Media (ICWSM), 2017
Xiao Zhou*, Desislava Hristova, Anastasios Noulas, Cecilia Mascolo.
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