Fan Zhou

2026

doi dblp
Unveiling cross-modal consistency: Taming inter- and intra-modal noise for robust multi-modal knowledge graph completion.
Bin Chen|Hanting Shen|Zhangtao Cheng|Xueting Liu|Ting Zhong|Fan Zhou
Information Processing and Management 2026 Volume 63 Issue 2
doi dblp
Enhancing fake news video detection with self-driven question-answer from LMMs.
Fang Liu|Yili Li|Jian Lang|Rongpei Hong|Fan Zhou
Information Processing and Management 2026 Volume 63 Issue 2
doi dblp
Tracing paths, pruning noise: Toward robust IP geolocation via topology-guided shaping and refinement.
Xueting Liu|Wenxin Tai|Ting Zhong|Yong Wang|Kai Chen|Fan Zhou
Information Processing and Management 2026 Volume 63 Issue 3
doi dblp
Invariant learning improves out-of-distribution generalization for IP geolocation.
Xiaohan Wang|Xueting Liu|Wenxin Tai|Joojo Walker|Yong Wang|Kai Chen|Fan Zhou
Information Processing and Management 2026 Volume 63 Issue 5
doi dblp
Multiple minds are better than one: Enhancing temporal knowledge graph forecasting with mixture of diverse graph experts.
Yichen Xin|Hanting Shen|Shichong Li|Zhangtao Cheng|Xueting Liu|Jin Wu|Fan Zhou
Information Processing and Management 2026 Volume 63 Issue 7
doi dblp
Evidential Matching, Uncertainty Calibration: Towards Robust Composed Video Retrieval with Noisy Triplets.
Zhangtao Cheng|Bozhu Zheng|Ting Zhong|Fan Zhou
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
Do not wait: Preemptive rumor detection with cooperative LLMs and accessible social context.
Junyi Chen|Leyuan Liu|Fan Zhou
Information Processing and Management 2025 Volume 62 Issue 3
doi dblp
Extracting key insights from earnings call transcript via information-theoretic contrastive learning.
Yanlong Huang|Wenxin Tai|Fan Zhou|Qiang Gao|Ting Zhong|Kunpeng Zhang
Information Processing and Management 2025 Volume 62 Issue 3
doi dblp
Amplifying commonsense knowledge via bi-directional relation integrated graph-based contrastive pre-training from large language models.
Liu Yu|Fenghui Tian|Ping Kuang|Fan Zhou
Information Processing and Management 2025 Volume 62 Issue 3
doi dblp
Augmented graph information bottleneck with type-aware periodicity heterogeneity for explainable crime prediction.
Hongzhu Fu|Yutao Wei|Gege Chen|Xing He|Qiang Gao|Fan Zhou
Information Processing and Management 2025 Volume 62 Issue 6
doi dblp
Echoes in the Feed: Evolution-aware Prompt-augmented Micro-video Popularity Prediction.
Wei Chen|Jiao Li|Jian Lang|Zhangtao Cheng|Yong Wang|Fan Zhou
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
Following Clues, Approaching the Truth: Explainable Micro-Video Rumor Detection via Chain-of-Thought Reasoning.
Rongpei Hong|Jian Lang|Jin Xu|Zhangtao Cheng|Ting Zhong|Fan Zhou
Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025- 2 May 2025
doi dblp
Biting Off More Than You Can Detect: Retrieval-Augmented Multimodal Experts for Short Video Hate Detection.
Jian Lang|Rongpei Hong|Jin Xu|Yili Li|Xovee Xu|Fan Zhou
Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025- 2 May 2025
doi dblp
Facing Anomalies Head-On: Network Traffic Anomaly Detection via Uncertainty-Inspired Inter-Sample Differences.
Xinglin Lian|Chengtai Cao|Yan Liu|Xovee Xu|Yu Zheng|Fan Zhou
Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025- 2 May 2025
doi dblp
Reward Balancing Revisited: Enhancing Offline Reinforcement Learning for Recommender Systems.
Wenzheng Shu|Yanxiang Zeng|Yongxiang Tang|Teng Sha|Ning Luo|Yanhua Cheng|Xialong Liu|Fan Zhou|Peng Jiang
Companion Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025 - 2 May 2025

2024

doi dblp
Inferring Real Mobility in Presence of Fake Check-ins Data.
Qiang Gao|Hongzhu Fu|Kunpeng Zhang|Goce Trajcevski|Xu Teng|Fan Zhou
ACM Transactions on Intelligent Systems and Technology (TIST) 2024 Volume 15 Issue 1
doi dblp
Score-based Graph Learning for Urban Flow Prediction.
Pengyu Wang|Xucheng Luo|Wenxin Tai|Kunpeng Zhang|Goce Trajcevski|Fan Zhou
ACM Transactions on Intelligent Systems and Technology (TIST) 2024 Volume 15 Issue 3
doi dblp
Analyzing and Mitigating Repetitions in Trip Recommendation.
Wenzheng Shu|Kangqi Xu|Wenxin Tai|Ting Zhong|Yong Wang|Fan Zhou
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
Self-Explainable Next POI Recommendation.
Kai Yang|Yi Yang|Qiang Gao|Ting Zhong|Yong Wang|Fan Zhou
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
Predicting Micro-video Popularity via Multi-modal Retrieval Augmentation.
Ting Zhong|Jian Lang|Yifan Zhang|Zhangtao Cheng|Kunpeng Zhang|Fan Zhou
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
Information Diffusion Prediction via Cascade-Retrieved In-context Learning.
Ting Zhong|Jienan Zhang|Zhangtao Cheng|Fan Zhou|Xueqin Chen
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2024, Washington DC, USA, July 14-18, 2024

2023

doi dblp
Simplifying Temporal Heterogeneous Network for Continuous-Time Link prediction.
Ce Li|Rongpei Hong|Xovee Xu|Goce Trajcevski|Fan Zhou
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023
doi dblp
Enhancing Information Diffusion Prediction with Self-Supervised Disentangled User and Cascade Representations.
Zhangtao Cheng|Wenxue Ye|Leyuan Liu|Wenxin Tai|Fan Zhou
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023
doi dblp
Towards Trustworthy Rumor Detection with Interpretable Graph Structural Learning.
Leyuan Liu|Junyi Chen|Zhangtao Cheng|Wenxin Tai|Fan Zhou
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023
doi dblp
MDCC: A Multimodal Dynamic Dataset for Donation-based Crowdfunding Campaigns.
Xovee Xu|Jiayang Li|Fan Zhou
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023
doi dblp
Mixup-based Unified Framework to Overcome Gender Bias Resurgence.
Liu Yu|Yuzhou Mao|Jin Wu|Fan Zhou
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2023, Taipei, Taiwan, July 23-27, 2023

2022

doi dblp
Contrastive Trajectory Learning for Tour Recommendation.
Fan Zhou|Pengyu Wang|Xovee Xu|Wenxin Tai|Goce Trajcevski
ACM Transactions on Intelligent Systems and Technology (TIST) 2022 Volume 13 Issue 1

2021

doi dblp
Catch me if you can: A participant-level rumor detection framework via fine-grained user representation learning.
Xueqin Chen|Fan Zhou|Fengli Zhang|Marcello M. Bonsangue
Information Processing and Management 2021 Volume 58 Issue 5
doi dblp
Vector-Quantized Autoencoder With Copula for Collaborative Filtering.
Guanyu Wang|Ting Zhong|Xovee Xu|Kunpeng Zhang|Fan Zhou|Yong Wang
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021
doi dblp
Decoupling Representation and Regressor for Long-Tailed Information Cascade Prediction.
Fan Zhou|Liu Yu|Xovee Xu|Goce Trajcevski
SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Virtual Event, Canada, July 11-15, 2021
doi dblp
Rumor Detection on Social Media with Event Augmentations.
Zhenyu He|Ce Li|Fan Zhou|Yi Yang
SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Virtual Event, Canada, July 11-15, 2021

2020

doi dblp
Hybrid graph convolutional networks with multi-head attention for location recommendation.
Ting Zhong|Shengming Zhang|Fan Zhou|Kunpeng Zhang|Goce Trajcevski|Jin Wu
World Wide Web (WWW) 2020 Volume 23 Issue 6

2019

doi dblp
Meta-GNN: On Few-shot Node Classification in Graph Meta-learning.
Fan Zhou|Chengtai Cao|Kunpeng Zhang|Goce Trajcevski|Ting Zhong|Ji Geng
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, CIKM 2019, Beijing, China, November 3-7, 2019.
doi dblp
Information Cascades Modeling via Deep Multi-Task Learning.
Xueqin Chen|Kunpeng Zhang|Fan Zhou|Goce Trajcevski|Ting Zhong|Fengli Zhang
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2019, Paris, France, July 21-25, 2019.
doi dblp
Variational Session-based Recommendation Using Normalizing Flows.
Fan Zhou|Zijing Wen|Kunpeng Zhang|Goce Trajcevski|Ting Zhong
The World Wide Web Conference, WWW 2019, San Francisco, CA, USA, May 13-17, 2019
doi dblp
Context-aware Variational Trajectory Encoding and Human Mobility Inference.
Fan Zhou|Xiaoli Yue|Goce Trajcevski|Ting Zhong|Kunpeng Zhang
The World Wide Web Conference, WWW 2019, San Francisco, CA, USA, May 13-17, 2019
doi dblp
Adversarial Point-of-Interest Recommendation.
Fan Zhou|Ruiyang Yin|Kunpeng Zhang|Goce Trajcevski|Ting Zhong|Jin Wu
The World Wide Web Conference, WWW 2019, San Francisco, CA, USA, May 13-17, 2019
doi dblp
Predicting Human Mobility via Variational Attention.
Qiang Gao|Fan Zhou|Goce Trajcevski|Kunpeng Zhang|Ting Zhong|Fengli Zhang
The World Wide Web Conference, WWW 2019, San Francisco, CA, USA, May 13-17, 2019

2018

doi dblp
vec2Link: Unifying Heterogeneous Data for Social Link Prediction.
Fan Zhou|Bangying Wu|Yi Yang|Goce Trajcevski|Kunpeng Zhang|Ting Zhong
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, CIKM 2018, Torino, Italy, October 22-26, 2018

2013

doi dblp
Predicting audience gender in online content-sharing social networks.
Chunjing Xiao|Fan Zhou|Yue Wu
Journal of the Association for Information Science and Technology (JASIST) 2013 Volume 64 Issue 6