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Fan Liu

National University of Singapore · SG
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Area of research
Information Systems · Artificial Intelligence
Research interest
Research interests include Computer science, Recommender system, Artificial intelligence, Graph, Preference, and Embedding.
h-index
citations
1,032
works
14
NIH funding
primary concept
email

Recent publications

Behavior-Contextualized Item Preference Modeling for Multi-Behavior Recommendation
2024cited by 40position: middledoi
Variational Rectification Inference for Learning with Noisy Labels
International Journal of Computer Vision 2024cited by 12position: middledoi
Understanding Before Recommendation: Semantic Aspect-Aware Review Exploitation via Large Language Models
ACM Transactions on Information Systems 2024cited by 11position: firstdoi
Multi-Behavior Recommendation with Cascading Graph Convolution Networks
2023cited by 99position: middledoi
Cascading Residual Graph Convolutional Network for Multi-Behavior Recommendation
ACM Transactions on Information Systems 2023cited by 81position: middledoi
LightGT: A Light Graph Transformer for Multimedia Recommendation
2023cited by 62position: middledoi
Dynamic Multimodal Fusion via Meta-Learning Towards Micro-Video Recommendation
ACM Transactions on Information Systems 2023cited by 30position: middledoi
Semantic-Guided Feature Distillation for Multimodal Recommendation
2023cited by 24position: firstdoi
Disentangled Multimodal Representation Learning for Recommendation
IEEE Transactions on Multimedia 2022cited by 89position: firstdoi
Disentangled Graph Neural Networks for Session-Based Recommendation
IEEE Transactions on Knowledge and Data Engineering 2022cited by 80position: middledoi
Privacy-Preserving Synthetic Data Generation for Recommendation Systems
Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval 2022cited by 44position: firstdoi
Interest-aware Message-Passing GCN for Recommendation
2021cited by 289position: firstdoi
User Diverse Preference Modeling by Multimodal Attentive Metric Learning
2019cited by 107position: firstdoi
Compaction and condensation of DNA mediated by the C-terminal domain of Hfq
Nucleic Acids Research 2017cited by 64position: middledoi

Grants

No grants ingested yet.

Frequent collaborators

Zhiyong Cheng · National University of Singapore10 papers (2019–2024)Liqiang Nie · National University of Singapore8 papers (2019–2024)Mohan Kankanhalli · National University of Singapore5 papers (2019–2024)Yinwei Wei · National University of Singapore3 papers (2022–2023) · 3 papers (2022–2024)Yuxin Peng · South China Agricultural University2 papers (2022–2023)Zan Gao · Tianjin University2 papers (2021–2022)Tat-Seng Chua · National University of Singapore2 papers (2023–2023)Jing Sun · Xinjiang University2 papers (2023–2024)Fuming Sun · Huazhong University of Science and Technology2 papers (2023–2024)Mingshi Yan · Tianjin University2 papers (2023–2024)Yahong Han · Tianjin University1 papers (2024–2024)J.A. van Kan · National University of Singapore1 papers (2017–2017)Haoliang Sun · Shandong University1 papers (2024–2024)Qi Wei · Shandong University1 papers (2024–2024)Kai Jiang · Utrecht University1 papers (2017–2017) · 1 papers (2017–2017)Ansong Li · Xi'an Jiaotong University1 papers (2022–2022) · 1 papers (2017–2017) · 1 papers (2023–2023)
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