User Diverse Preference Modeling by Multimodal Attentive Metric Learning. - Fan Liu 008; Zhiyong Cheng 001; Changchang Sun; Yinglong Wang 001; Liqiang Nie; Mohan S. Kankanhalli (ACM Multimedia, 2019)

A^2-GCN: An Attribute-aware Attentive GCN Model for Recommendation. - Fan Liu 008; Zhiyong Cheng 001; Lei Zhu 002; Chenghao Liu; Liqiang Nie (CoRR, 2020)

Interest-aware Message-Passing GCN for Recommendation. - Fan Liu 008; Zhiyong Cheng 001; Lei Zhu 002; Zan Gao; Liqiang Nie (WWW, 2021)

Privacy-Preserving Synthetic Data Generation for Recommendation Systems. - Fan Liu 008; Zhiyong Cheng 001; Huilin Chen 002; Yinwei Wei; Liqiang Nie; Mohan S. Kankanhalli (SIGIR, 2022)

An Attribute-Aware Attentive GCN Model for Attribute Missing in Recommendation. - Fan Liu 008; Zhiyong Cheng 001; Lei Zhu 002; Chenghao Liu; Liqiang Nie (IEEE Trans. Knowl. Data Eng., 2022)

Feature-Level Attentive ICF for Recommendation. - Zhiyong Cheng 001; Fan Liu 008; Shenghan Mei; Yangyang Guo; Lei Zhu 002; Liqiang Nie (ACM Trans. Inf. Syst., 2022)

Semantic-Guided Feature Distillation for Multimodal Recommendation. - Fan Liu 008; Huilin Chen 002; Zhiyong Cheng 001; Liqiang Nie; Mohan S. Kankanhalli (ACM Multimedia, 2023)

Advancing Video Question Answering with a Multi-modal and Multi-layer Question Enhancement Network. - Meng Liu 006; Fenglei Zhang; Xin Luo 006; Fan Liu 008; Yinwei Wei; Liqiang Nie (ACM Multimedia, 2023)

LightGT: A Light Graph Transformer for Multimedia Recommendation. - Yinwei Wei; Wenqi Liu; Fan Liu 008; Xiang Wang 010; Liqiang Nie; Tat-Seng Chua (SIGIR, 2023)

Multi-queue Momentum Contrast for Microvideo-Product Retrieval. - Yali Du 002; Yinwei Wei; Wei Ji 008; Fan Liu 008; Xin Luo 006; Liqiang Nie (WSDM, 2023)

Multi-Behavior Recommendation with Cascading Graph Convolution Networks. - Zhiyong Cheng 001; Sai Han; Fan Liu 008; Lei Zhu 002; Zan Gao; Yuxin Peng (WWW, 2023)

Generating Human-Centric Visual Cues for Human-Object Interaction Detection via Large Vision-Language Models. - Yu-Wei Zhan; Fan Liu 008; Xin Luo 006; Liqiang Nie; Xin-Shun Xu; Mohan S. Kankanhalli (CoRR, 2023)

Deep Temporal State Perception Toward Artificial Cyber-Physical Systems. - Yan Jin; Shaokun Wang; Fan Liu 008; Hongyun Fan; Yupeng Hu; Xueqing Li; Shijun Liu (IEEE Internet Things J., 2023)

Dual attentive graph convolutional networks for cross-domain recommendation. - Yu Zhang; Fan Liu 008; Yupeng Hu; Xiaoli Li; Xiangjun Dong 001; Zhiyong Cheng 001 (J. Intell. Fuzzy Syst., 2023)

Disentangled Multimodal Representation Learning for Recommendation. - Fan Liu 008; Huilin Chen 002; Zhiyong Cheng 001; Anan Liu; Liqiang Nie; Mohan S. Kankanhalli (IEEE Trans. Multim., 2023)

Disentangled Graph Neural Networks for Session-Based Recommendation. - Ansong Li; Zhiyong Cheng 001; Fan Liu 008; Zan Gao; Weili Guan; Yuxin Peng (IEEE Trans. Knowl. Data Eng., 2023)

CoGCN: co-occurring item-aware GCN for recommendation. - Xinxiao Zhao; Fan Liu 008; Hao Liu 072; Mingzhu Xu; Haoyu Tang; Xueqing Li; Yupeng Hu (Neural Comput. Appl., 2023)

Attribute-driven Disentangled Representation Learning for Multimodal Recommendation. - Zhenyang Li; Fan Liu 008; Yinwei Wei; Zhiyong Cheng 001; Liqiang Nie; Mohan S. Kankanhalli (ACM Multimedia, 2024)

Bag of Tricks: Benchmarking of Jailbreak Attacks on LLMs. - Zhao Xu; Fan Liu 008; Hao Liu 072 (NeurIPS, 2024)

Behavior-Contextualized Item Preference Modeling for Multi-Behavior Recommendation. - Mingshi Yan; Fan Liu 008; Jing Sun 012; Fuming Sun; Zhiyong Cheng 001; Yahong Han (SIGIR, 2024)

Learning to Agree on Vision Attention for Visual Commonsense Reasoning. - Zhenyang Li; Yangyang Guo; Kejie Wang; Fan Liu 008; Liqiang Nie; Mohan S. Kankanhalli (IEEE Trans. Multim., 2024)

Cascading Residual Graph Convolutional Network for Multi-Behavior Recommendation. - Mingshi Yan; Zhiyong Cheng 001; Chen Gao 001; Jing Sun 012; Fan Liu 008; Fuming Sun; Haojie Li (ACM Trans. Inf. Syst., 2024)

Decoupled domain-specific and domain-conditional representation learning for cross-domain recommendation. - Yu Zhang; Zhiyong Cheng 001; Fan Liu 008; Xun Yang 001; Yuxin Peng (Inf. Process. Manag., 2024)

Dynamic Multimodal Fusion via Meta-Learning Towards Micro-Video Recommendation. - Han Liu; Yinwei Wei; Fan Liu 008; Wenjie Wang 007; Liqiang Nie; Tat-Seng Chua (ACM Trans. Inf. Syst., 2024)

Cluster-Based Graph Collaborative Filtering. - Fan Liu 008; Shuai Zhao; Zhiyong Cheng 001; Liqiang Nie; Mohan S. Kankanhalli (ACM Trans. Inf. Syst., 2024)

Open-Set Synthesis for Free-Viewpoint Human Body Reenactment of Novel Poses. - Zhicheng Sheng; Fan Liu 008; Meng Liu 006; Feng Zheng; Liqiang Nie (IEEE Trans. Circuits Syst. Video Technol., 2024)

Disentangled Cascaded Graph Convolution Networks for Multi-Behavior Recommendation. - Zhiyong Cheng 001; Jianhua Dong; Fan Liu 008; Lei Zhu 002; Xun Yang 001; Meng Wang 001 (Trans. Recomm. Syst., 2024)

Advancing Recommender Systems with Graph Convolutional Networks - Fan Liu 008; Liqiang Nie (Springer, 2025)

CoRe-MMRAG: Cross-Source Knowledge Reconciliation for Multimodal RAG. - Yang Tian; Fan Liu 008; Jingyuan Zhang; Victoria W.; Yupeng Hu; Liqiang Nie (ACL (1), 2025)

Variational Rectification Inference for Learning with Noisy Labels. - Haoliang Sun; Qi Wei 004; Lei Feng 006; Yupeng Hu; Fan Liu 008; Hehe Fan; Yilong Yin (Int. J. Comput. Vis., 2025)

Correction: Variational Rectification Inference for Learning with Noisy Labels. - Haoliang Sun; Qi Wei 004; Lei Feng 006; Yupeng Hu; Fan Liu 008; Hehe Fan; Yilong Yin (Int. J. Comput. Vis., 2025)

Understanding Before Recommendation: Semantic Aspect-Aware Review Exploitation via Large Language Models. - Fan Liu 008; Yaqi Liu; Huilin Chen 002; Zhiyong Cheng 001; Liqiang Nie; Mohan S. Kankanhalli (ACM Trans. Inf. Syst., 2025)

User Invariant Preference Learning for Multi-Behavior Recommendation. - Mingshi Yan; Zhiyong Cheng 001; Fan Liu 008; Yingda Lyu; Yahong Han (ACM Trans. Inf. Syst., 2025)

I3-MRec: Invariant Learning with Information Bottleneck for Incomplete Modality Recommendation. - Huilin Chen 002; Miaomiao Cai; Fan Liu 008; Zhiyong Cheng 001; Richang Hong; Meng Wang 001 (CoRR, 2025)