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ORCIDFan Liu 0008
Person information
- affiliation: National University of Singapore, Singapore
- affiliation (Ph.D.): Shandong University, China
- unicode name: 刘帆
Other persons with the same name
- Fan Liu — disambiguation page
- Fan Liu 0001 — Nanyang Technological Universigy, School of Electrical and Electronic Engineering, Singapore
- Fan Liu 0002 — Chinese Academy of Sciences, Institute of Electronics, Department of Microwave Remote Sensing System, Beijing, China
- Fan Liu 0003
![[0000-0001-8746-9845]](https://dblp.uni-trier.de/img/orcid-mark.12x12.png "0000-0001-8746-9845")
— Hohai University, College of Computer and Information, Nanjing, China (and 1 more) - Fan Liu 0004 — Chinese Academy of Sciences, Beijing Institute of Genomics, Beijing, China (and 1 more)
- Fan Liu 0005 — Southern University of Science and Technology, Department of Electronic and Electrical Engineering, Shenzhen, China (and 2 more)
- Fan Liu 0006 — Zhongnan University of Economics and Law, School of Business Administration, Wuhan, China
- Fan Liu 0007 — Northwestern Polytechnical University, School of Computer Science, Xi'an, China
- Fan Liu 0009 — Harbin Institute of Technology, School of Information Science and Technology, Shenzhen, China (and 2 more)
- Fan Liu 0010 — Xi'an University of Posts and Telecommunications, Xi'an, Shaanxi, China
- Fan Liu 0011 — Hong Kong University of Science and Technology (Guangzhou), Guangzhou, China
- Fan Liu 0012 — Hong Kong Polytechnic University, Hong Kong, SAR, China
- Fan Liu 0013 — Northeastern University, Shenyang, China
- Fan Liu 0014 — Tianjin University, Tianjin, China
- Fan Liu 0015 — University of Nottingham Ningbo China, Ningbo, China
- Fan Liu 0016 — Taiyuan University of Technology, Jinzhong, China
- Fan Liu 0017 — North China Electric Power University, Beijing, China
- Fan Liu 0018 — Nanjing University of Aeronautics and Astronautics, Nanjing, China
- Fan Liu 0019 — East China Normal University, Shanghai, China
- Fan Liu 0020 — Washington University in St. Louis, MO, USA
- Fan Liu 0021 — National University of Singapore, Singapore
- Fan Liu 0022 — Meta, USA
- Fan Liu 0023 — Chang'an University, Xi'an, China
- Fan Liu 0024 — Nanjing University, Nanjing, China
- Fan Liu 0025 — Central South University, Changsha, China
- Fan Liu 0026 — Qufu Normal University, Qufu, China
- Fan Liu 0027 — Inner Mongolia University of Technology, Hohhot, China
- Fan Liu 0028 — University of Electronic Science and Technology of China, Chengdu, Sichuan, China
- Fan Liu 0029 — Beijing Jiaotong University, Beijing, China
- Fan Liu 0030 — Sichuan University, Business School, Chengdu, China (and 1 more)
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2020 – today
- 2025
[b1]Fan Liu, Liqiang Nie:
Advancing Recommender Systems with Graph Convolutional Networks. Springer 2025, ISBN 978-3-031-85092-9, pp. 1-157- [j18]Haoliang Sun, Qi Wei, Lei Feng, Yupeng Hu, Fan Liu, Hehe Fan, Yilong Yin:
Variational Rectification Inference for Learning with Noisy Labels. Int. J. Comput. Vis. 133(2): 652-671 (2025) - [j17]Haoliang Sun, Qi Wei, Lei Feng, Yupeng Hu, Fan Liu, Hehe Fan, Yilong Yin:
Correction: Variational Rectification Inference for Learning with Noisy Labels. Int. J. Comput. Vis. 133(3): 1434 (2025) - [j16]Fan Liu, Yaqi Liu, Huilin Chen, Zhiyong Cheng, Liqiang Nie, Mohan S. Kankanhalli:
Understanding Before Recommendation: Semantic Aspect-Aware Review Exploitation via Large Language Models. ACM Trans. Inf. Syst. 43(2): 44:1-44:26 (2025) - [j15]Mingshi Yan, Zhiyong Cheng, Fan Liu, Yingda Lyu, Yahong Han:
User Invariant Preference Learning for Multi-Behavior Recommendation. ACM Trans. Inf. Syst. 43(4): 110:1-110:24 (2025) - [c14]Yang Tian, Fan Liu, Jingyuan Zhang, Victoria W., Yupeng Hu, Liqiang Nie:
CoRe-MMRAG: Cross-Source Knowledge Reconciliation for Multimodal RAG. ACL (1) 2025: 32967-32982 - [c13]Huilin Chen, Miaomiao Cai, Fan Liu, Zhiyong Cheng, Richang Hong, Meng Wang:
I3-MRec: Invariant Learning with Information Bottleneck for Incomplete Modality Recommendation. ACM Multimedia 2025: 6133-6142 - [c12]Yu-Wei Zhan, Fan Liu, Xin Luo, Xin-Shun Xu, Liqiang Nie, Mohan Kankanhalli:
Enhancing HOI Detection with Contextual Cues from Large Vision-Language Models. ACM Multimedia 2025: 8557-8566 - [i22]Han Liu, Yinwei Wei, Fan Liu, Wenjie Wang, Liqiang Nie, Tat-Seng Chua:
Dynamic Multimodal Fusion via Meta-Learning Towards Micro-Video Recommendation. CoRR abs/2501.07110 (2025) - [i21]Yang Tian, Fan Liu, Jingyuan Zhang, Victoria W., Yupeng Hu, Liqiang Nie:
CoRe-MMRAG: Cross-Source Knowledge Reconciliation for Multimodal RAG. CoRR abs/2506.02544 (2025) - [i20]Mingshi Yan, Zhiyong Cheng, Fan Liu, Yingda Lyu, Yahong Han:
User Invariant Preference Learning for Multi-Behavior Recommendation. CoRR abs/2507.14925 (2025) - [i19]Huilin Chen, Miaomiao Cai, Fan Liu, Zhiyong Cheng, Richang Hong, Meng Wang:
I3-MRec: Invariant Learning with Information Bottleneck for Incomplete Modality Recommendation. CoRR abs/2508.04247 (2025) - [i18]Yang Tian, Fan Liu, Jingyuan Zhang, Wei Bi, Yupeng Hu, Liqiang Nie:
Open Multimodal Retrieval-Augmented Factual Image Generation. CoRR abs/2510.22521 (2025) - 2024
- [j14]Yu Zhang, Zhiyong Cheng, Fan Liu, Xun Yang, Yuxin Peng:
Decoupled domain-specific and domain-conditional representation learning for cross-domain recommendation. Inf. Process. Manag. 61(2): 103689 (2024) - [j13]Zhicheng Sheng, Fan Liu, Meng Liu, Feng Zheng, Liqiang Nie:
Open-Set Synthesis for Free-Viewpoint Human Body Reenactment of Novel Poses. IEEE Trans. Circuits Syst. Video Technol. 34(12): 12676-12691 (2024) - [j12]Zhenyang Li, Yangyang Guo, Kejie Wang, Fan Liu, Liqiang Nie, Mohan S. Kankanhalli:
Learning to Agree on Vision Attention for Visual Commonsense Reasoning. IEEE Trans. Multim. 26: 1065-1075 (2024) - [j11]Mingshi Yan, Zhiyong Cheng, Chen Gao, Jing Sun, Fan Liu, Fuming Sun, Haojie Li:
Cascading Residual Graph Convolutional Network for Multi-Behavior Recommendation. ACM Trans. Inf. Syst. 42(1): 10:1-10:26 (2024) - [j10]Han Liu, Yinwei Wei, Fan Liu, Wenjie Wang, Liqiang Nie, Tat-Seng Chua:
Dynamic Multimodal Fusion via Meta-Learning Towards Micro-Video Recommendation. ACM Trans. Inf. Syst. 42(2): 47:1-47:26 (2024) - [j9]Fan Liu, Shuai Zhao, Zhiyong Cheng, Liqiang Nie, Mohan S. Kankanhalli:
Cluster-Based Graph Collaborative Filtering. ACM Trans. Inf. Syst. 42(6): 167:1-167:24 (2024) - [j8]Zhiyong Cheng, Jianhua Dong, Fan Liu, Lei Zhu, Xun Yang, Meng Wang:
Disentangled Cascaded Graph Convolution Networks for Multi-Behavior Recommendation. Trans. Recomm. Syst. 2(4): 31:1-31:27 (2024) - [c11]Zhenyang Li, Fan Liu, Yinwei Wei, Zhiyong Cheng, Liqiang Nie, Mohan S. Kankanhalli:
Attribute-driven Disentangled Representation Learning for Multimodal Recommendation. ACM Multimedia 2024: 9660-9669 - [c10]Zhao Xu, Fan Liu, Hao Liu:
Bag of Tricks: Benchmarking of Jailbreak Attacks on LLMs. NeurIPS 2024 - [c9]Mingshi Yan, Fan Liu, Jing Sun, Fuming Sun, Zhiyong Cheng, Yahong Han:
Behavior-Contextualized Item Preference Modeling for Multi-Behavior Recommendation. SIGIR 2024: 946-955 - [i17]Fan Liu, Shuai Zhao, Zhiyong Cheng, Liqiang Nie, Mohan S. Kankanhalli:
Cluster-based Graph Collaborative Filtering. CoRR abs/2404.10321 (2024) - [i16]Zhiyong Cheng, Jianhua Dong, Fan Liu, Lei Zhu, Xun Yang, Meng Wang:
Disentangled Cascaded Graph Convolution Networks for Multi-Behavior Recommendation. CoRR abs/2404.11519 (2024) - [i15]Mingshi Yan, Fan Liu, Jing Sun, Fuming Sun, Zhiyong Cheng, Yahong Han:
Behavior-Contextualized Item Preference Modeling for Multi-Behavior Recommendation. CoRR abs/2404.18166 (2024) - 2023
- [j7]Yan Jin, Shaokun Wang, Fan Liu, Hongyun Fan, Yupeng Hu, Xueqing Li, Shijun Liu:
Deep Temporal State Perception Toward Artificial Cyber-Physical Systems. IEEE Internet Things J. 10(21): 18782-18789 (2023) - [j6]Yu Zhang, Fan Liu, Yupeng Hu, Xiaoli Li, Xiangjun Dong, Zhiyong Cheng:
Dual attentive graph convolutional networks for cross-domain recommendation. J. Intell. Fuzzy Syst. 44(5): 7367-7378 (2023) - [j5]Xinxiao Zhao, Fan Liu, Hao Liu, Mingzhu Xu, Haoyu Tang, Xueqing Li, Yupeng Hu:
CoGCN: co-occurring item-aware GCN for recommendation. Neural Comput. Appl. 35(36): 25107-25120 (2023) - [j4]Ansong Li, Zhiyong Cheng, Fan Liu, Zan Gao, Weili Guan, Yuxin Peng:
Disentangled Graph Neural Networks for Session-Based Recommendation. IEEE Trans. Knowl. Data Eng. 35(8): 7870-7882 (2023) - [j3]Fan Liu, Huilin Chen, Zhiyong Cheng, Anan Liu, Liqiang Nie, Mohan S. Kankanhalli:
Disentangled Multimodal Representation Learning for Recommendation. IEEE Trans. Multim. 25: 7149-7159 (2023) - [c8]Meng Liu, Fenglei Zhang, Xin Luo, Fan Liu, Yinwei Wei, Liqiang Nie:
Advancing Video Question Answering with a Multi-modal and Multi-layer Question Enhancement Network. ACM Multimedia 2023: 3985-3993 - [c7]Fan Liu, Huilin Chen, Zhiyong Cheng, Liqiang Nie, Mohan S. Kankanhalli:
Semantic-Guided Feature Distillation for Multimodal Recommendation. ACM Multimedia 2023: 6567-6575 - [c6]Yinwei Wei, Wenqi Liu, Fan Liu, Xiang Wang, Liqiang Nie, Tat-Seng Chua:
LightGT: A Light Graph Transformer for Multimedia Recommendation. SIGIR 2023: 1508-1517 - [c5]Yali Du, Yinwei Wei, Wei Ji, Fan Liu, Xin Luo, Liqiang Nie:
Multi-queue Momentum Contrast for Microvideo-Product Retrieval. WSDM 2023: 1003-1011 - [c4]Zhiyong Cheng, Sai Han, Fan Liu, Lei Zhu, Zan Gao, Yuxin Peng:
Multi-Behavior Recommendation with Cascading Graph Convolution Networks. WWW 2023: 1181-1189 - [i14]Zhenyang Li, Yangyang Guo, Kejie Wang, Fan Liu, Liqiang Nie, Mohan S. Kankanhalli:
Learning to Agree on Vision Attention for Visual Commonsense Reasoning. CoRR abs/2302.02117 (2023) - [i13]Zhiyong Cheng, Sai Han, Fan Liu, Lei Zhu, Zan Gao, Yuxin Peng:
Multi-Behavior Recommendation with Cascading Graph Convolution Networks. CoRR abs/2303.15720 (2023) - [i12]Fan Liu, Huilin Chen, Zhiyong Cheng, Liqiang Nie, Mohan S. Kankanhalli:
Semantic-Guided Feature Distillation for Multimodal Recommendation. CoRR abs/2308.03113 (2023) - [i11]Yu-Wei Zhan, Fan Liu, Xin Luo, Liqiang Nie, Xin-Shun Xu, Mohan S. Kankanhalli:
Generating Human-Centric Visual Cues for Human-Object Interaction Detection via Large Vision-Language Models. CoRR abs/2311.16475 (2023) - [i10]Zhenyang Li, Fan Liu, Yinwei Wei, Zhiyong Cheng, Liqiang Nie, Mohan S. Kankanhalli:
Attribute-driven Disentangled Representation Learning for Multimodal Recommendation. CoRR abs/2312.14433 (2023) - [i9]Fan Liu, Yaqi Liu, Huilin Chen, Zhiyong Cheng, Liqiang Nie, Mohan S. Kankanhalli:
Understanding Before Recommendation: Semantic Aspect-Aware Review Exploitation via Large Language Models. CoRR abs/2312.16275 (2023) - 2022
- [j2]Fan Liu, Zhiyong Cheng, Lei Zhu, Chenghao Liu, Liqiang Nie:
An Attribute-Aware Attentive GCN Model for Attribute Missing in Recommendation. IEEE Trans. Knowl. Data Eng. 34(9): 4077-4088 (2022) - [j1]Zhiyong Cheng, Fan Liu, Shenghan Mei, Yangyang Guo, Lei Zhu, Liqiang Nie:
Feature-Level Attentive ICF for Recommendation. ACM Trans. Inf. Syst. 40(4): 75:1-75:24 (2022) - [c3]Fan Liu, Zhiyong Cheng, Huilin Chen, Yinwei Wei, Liqiang Nie, Mohan S. Kankanhalli:
Privacy-Preserving Synthetic Data Generation for Recommendation Systems. SIGIR 2022: 1379-1389 - [i8]Ansong Li, Zhiyong Cheng, Fan Liu, Zan Gao, Weili Guan, Yuxin Peng:
Disentangled Graph Neural Networks for Session-based Recommendation. CoRR abs/2201.03482 (2022) - [i7]Fan Liu, Zhiyong Cheng, Huilin Chen, Anan Liu, Liqiang Nie, Mohan S. Kankanhalli:
Disentangled Multimodal Representation Learning for Recommendation. CoRR abs/2203.05406 (2022) - [i6]Mingshi Yan, Zhiyong Cheng, Chen Gao, Jing Sun, Fan Liu, Fuming Sun, Haojie Li:
Cascading Residual Graph Convolutional Network for Multi-Behavior Recommendation. CoRR abs/2205.13128 (2022) - [i5]Fan Liu, Zhiyong Cheng, Huilin Chen, Yinwei Wei, Liqiang Nie, Mohan S. Kankanhalli:
Privacy-Preserving Synthetic Data Generation for Recommendation Systems. CoRR abs/2209.13133 (2022) - [i4]Yali Du, Yinwei Wei, Wei Ji, Fan Liu, Xin Luo, Liqiang Nie:
Multi-queue Momentum Contrast for Microvideo-Product Retrieval. CoRR abs/2212.11471 (2022) - 2021
- [c2]Fan Liu, Zhiyong Cheng, Lei Zhu, Zan Gao, Liqiang Nie:
Interest-aware Message-Passing GCN for Recommendation. WWW 2021: 1296-1305 - [i3]Fan Liu, Zhiyong Cheng, Lei Zhu, Zan Gao, Liqiang Nie:
Interest-aware Message-Passing GCN for Recommendation. CoRR abs/2102.10044 (2021) - 2020
- [i2]Fan Liu, Zhiyong Cheng, Lei Zhu, Chenghao Liu, Liqiang Nie:
A^2-GCN: An Attribute-aware Attentive GCN Model for Recommendation. CoRR abs/2003.09086 (2020)
2010 – 2019
- 2019
- [c1]Fan Liu, Zhiyong Cheng, Changchang Sun, Yinglong Wang, Liqiang Nie, Mohan S. Kankanhalli:
User Diverse Preference Modeling by Multimodal Attentive Metric Learning. ACM Multimedia 2019: 1526-1534 - [i1]Fan Liu, Zhiyong Cheng, Changchang Sun, Yinglong Wang, Liqiang Nie, Mohan S. Kankanhalli:
User Diverse Preference Modeling by Multimodal Attentive Metric Learning. CoRR abs/1908.07738 (2019)
Coauthor Index
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