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Fan Liu
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Interest-aware Message-Passing GCN for Recommendation
F Liu, Z Cheng, L Zhu, Z Gao, L Nie
The Web Conference 2021, 1296-1305, 2021
2842021
User diverse preference modeling by multimodal attentive metric learning
F Liu, Z Cheng, C Sun, Y Wang, L Nie, M Kankanhalli
ACM international conference on multimedia, 1526-1534, 2019
1062019
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
802022
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
73*2020
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
702022
Multi-Behavior Recommendation with Cascading Graph Convolution Networks
Z Cheng, S Han, F Liu, L Zhu, Z Gao, Y Peng
The Web Conference 2023, 1181–1189, 2023
522023
Lightgt: A light graph transformer for multimedia recommendation
Y Wei, W Liu, F Liu, X Wang, L Nie, TS Chua
ACM SIGIR Conference on Research and Development in Information Retrieval …, 2023
492023
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
462023
Privacy-Preserving Synthetic Data Generation for Recommendation Systems
F Liu, Z Cheng, H Chen, Y Wei, L Nie, M Kankanhalli
ACM SIGIR Conference on Research and Development in Information Retrieval …, 2022
442022
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
262022
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
192023
Semantic-Guided Feature Distillation for Multimodal Recommendation
F Liu, H Chen, Z Cheng, L Nie, M Kankanhalli
ACM International Conference on Multimedia, 6567–6575, 2023
152023
Multi-queue Momentum Contrast for Microvideo-Product Retrieval
Y Du, Y Wei, W Ji, F Liu, X Luo, L Nie
ACM International Conference on Web Search and Data Mining, 1003–1011, 2023
142023
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 26, 1065-1075, 2023
102023
Understanding Before Recommendation: Semantic Aspect-Aware Review Exploitation via Large Language Models
F Liu, Y Liu, H Chen, Z Cheng, L Nie, M Kankanhalli
ACM Transactions on Information Systems 43 (2), 1-26, 2025
72025
Behavior-Contextualized Item Preference Modeling for Multi-Behavior Recommendation
M Yan, F Liu, J Sun, F Sun, Z Cheng, Y Han
ACM SIGIR Conference on Research and Development in Information Retrieval …, 2024
62024
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
52024
Advancing Video Question Answering with a Multi-modal and Multi-layer Question Enhancement Network
M Liu, F Zhang, X Luo, F Liu, Y Wei, L Nie
ACM International Conference on Multimedia, 3985-3993, 2023
52023
Cluster-based Graph Collaborative Filtering
F Liu, S Zhao, Z Cheng, L Nie, M Kankanhalli
ACM Transactions on Information Systems 42 (6), 1-24, 2024
42024
DiVE: DiT-based Video Generation with Enhanced Control
J Jiang, G Hong, L Zhou, E Ma, H Hu, X Zhou, J Xiang, F Liu, K Yu, H Sun, ...
ECCV 2024 Workshop on Multimodal Perception and Comprehension of Corner …, 2024
32024
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Artikelen 1–20