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Fan Liu
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Año
Interest-aware Message-Passing GCN for Recommendation
F Liu, Z Cheng, L Zhu, Z Gao, L Nie
Proceedings of the Web Conference 2021, 1296-1305, 2021
2092021
User diverse preference modeling by multimodal attentive metric learning
F Liu, Z Cheng, C Sun, Y Wang, L Nie, M Kankanhalli
Proceedings of the 27th ACM international conference on multimedia, 1526-1534, 2019
792019
An Attribute-Aware Attentive GCN Model for Attribute Missing in Recommendation
F Liu, Z Cheng, L Zhu, C Liu, L Nie
IEEE Transactions on Knowledge and Data Engineering 34 (9), 4077-4088, 2020
55*2020
Disentangled Graph Neural Networks for Session-based Recommendation
A Li, Z Cheng, F Liu, Z Gao, W Guan, Y Peng
IEEE Transactions on Knowledge and Data Engineering 35 (8), 7870-7882, 2022
472022
Disentangled Multimodal Representation Learning for Recommendation
F Liu, H Chen, Z Cheng, A Liu, L Nie, M Kankanhalli
IEEE Transactions on Multimedia 25, 7149 - 7159, 2022
392022
Privacy-Preserving Synthetic Data Generation for Recommendation Systems
F Liu, Z Cheng, H Chen, Y Wei, L Nie, M Kankanhalli
Proceedings of the 45th International ACM SIGIR Conference on Research and …, 2022
252022
Multi-Behavior Recommendation with Cascading Graph Convolution Networks
Z Cheng, S Han, F Liu, L Zhu, Z Gao, Y Peng
Proceedings of the Web Conference 2023, 1181–1189, 2023
242023
Feature-level Attentive ICF for Recommendation
Z Cheng, F Liu, S Mei, Y Guo, L Zhu, L Nie
ACM Transactions on Information Systems 40 (4), 1-24, 2022
232022
Lightgt: A light graph transformer for multimedia recommendation
Y Wei, W Liu, F Liu, X Wang, L Nie, TS Chua
Proceedings of the 46th International ACM SIGIR Conference on Research and …, 2023
222023
Cascading Residual Graph Convolutional Network for Multi-Behavior Recommendation
M Yan, Z Cheng, C Gao, J Sun, F Liu, F Sun, H Li
ACM Transactions on Information Systems 42 (1), 1-26, 2023
182023
Learning to Agree on Vision Attention for Visual Commonsense Reasoning
Z Li, Y Guo, K Wang, F Liu, L Nie, M Kankanhalli
IEEE Transactions on Multimedia, 2023
62023
Multi-queue Momentum Contrast for Microvideo-Product Retrieval
Y Du, Y Wei, W Ji, F Liu, X Luo, L Nie
Proceedings of the Sixteenth ACM International Conference on Web Search and …, 2023
62023
Semantic-Guided Feature Distillation for Multimodal Recommendation
F Liu, H Chen, Z Cheng, L Nie, M Kankanhalli
Proceedings of the 31st ACM International Conference on Multimedia, 6567–6575, 2023
52023
Dynamic Multimodal Fusion via Meta-Learning Towards Micro-Video Recommendation
H Liu, Y Wei, F Liu, W Wang, L Nie, TS Chua
ACM Transactions on Information Systems 42 (2), 1046-8188, 2023
42023
Understanding Before Recommendation: Semantic Aspect-Aware Review Exploitation via Large Language Models
F Liu, Y Liu, Z Cheng, L Nie, M Kankanhalli
arXiv preprint arXiv:2312.16275, 2024
22024
Deep temporal state perception towards artificial cyber-physical systems
Y Jin, S Wang, F Liu, H Fan, Y Hu, X Li, S Liu
IEEE Internet of Things Journal 10 (21), 18782 - 18789, 2023
22023
Attribute-driven Disentangled Representation Learning for Multimodal Recommendation
Z Li, F Liu, Y Wei, Z Cheng, L Nie, M Kankanhalli
arXiv preprint arXiv:2312.14433, 2024
12024
CoGCN: co-occurring item-aware GCN for recommendation
X Zhao, F Liu, H Liu, M Xu, H Tang, X Li, Y Hu
Neural Computing and Applications 35 (36), 25107-25120, 2023
12023
Decoupled domain-specific and domain-conditional representation learning for cross-domain recommendation
Y Zhang, Z Cheng, F Liu, X Yang, Y Peng
Information Processing & Management 61 (3), 103689, 2024
2024
Behavior-Contextualized Item Preference Modeling for Multi-Behavior Recommendation
M Yan, F Liu, J Sun, F Sun, Z Cheng, Y Han
Proceedings of the 47th International ACM SIGIR Conference on Research and …, 2024
2024
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