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portfolio
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publications
Discrete Factorization Machines for Fast Feature-Based Recommendation
Published in , 1900
Recommended citation: Han Liu, Xiangnan He, Fuli Feng, Liqiang Nie, Rui Liu, and Hanwang Zhang. 2018. Proceedings of the 27th International Joint Conference on Artificial Intelligence : 3449-3455.
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LARA: Attribute-to-Feature Adversarial Learning for New-Item Recommendation
Published in , 1900
Recommended citation: Changfeng Sun, Han Liu, Meng Liu, Zhaochun Ren, Tian Gan, and Liqiang Nie. 2020. Proceedings of the 13th International Conference on Web Search and Data Mining : 582-590.
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Dynamic Multimodal Fusion via Meta-Learning Towards Micro-Video Recommendation
Published in , 1900
Recommended citation: Han Liu, Yinwei Wei, Fan Liu, Wenjie Wang, Liqiang Nie, and Tat-Seng Chua. 2023. ACM Transactions on Information Systems 42(2): 1–26.
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HS-GCN: Hamming Spatial Graph Convolutional Networks for Recommendation
Published in , 1900
Recommended citation: Han Liu, Yinwei Wei, Jianhua Yin, and Liqiang Nie. 2023. IEEE Transactions on Knowledge and Data Engineering 35(6): 5977-5990.
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Review Polarity-Wise Recommender
Published in , 1900
Recommended citation: Han Liu, Yangyang Guo, Jianhua Yin, Zan Gao, and Liqiang Nie. 2023. IEEE Transactions on Neural Networks and Learning Systems 34(12): 10039-10050.
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MPSol: A Multimodal Prompt Learning Framework for Protein Solubility Prediction
Published in , 1900
Recommended citation: Yuhang Zhang, Peilin Chen, Keyan Ding, Han Liu, Shiqi Wang, and Qi Song. 2025. IEEE Journal of Biomedical and Health Informatics 29(12): 8807-8814.
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KEPLA: A Knowledge-Enhanced Deep Learning Framework for Accurate Protein-Ligand Binding Affinity Prediction
Published in , 1900
Recommended citation: Han Liu, Keyan Ding, Peilin Chen, Yinwei Wei, Liqiang Nie, Dapeng Wu, and Shiqi Wang. 2026. IEEE Transactions on Computational Biology and Bioinformatics : 1–15.
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MMGRec: Multimodal Generative Recommendation with Transformer Model
Published in , 1900
Recommended citation: Han Liu, Yinwei Wei, Xuemeng Song, Weili Guan, Yuan-Fang Li, and Liqiang Nie. 2026. ACM Transactions on Multimedia Computing, Communications and Applications : 1–20.
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Prompt-Guided Graph Contrastive Learning with Controllable Augmentation and Fine-Grained Preference Modeling for Recommendation
Published in , 1900
Recommended citation: Shoujia Zhang, Enhao Cheng, Han Liu, Jianhua Yin, Tian Gan, Xuemeng Song, Yinwei Wei, and Weili Guan. 2026. ACM Transactions on Information Systems : 1–37.
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TIGER: Text-Informed Generalized Enzyme-Reaction Retrieval
Published in , 1900
Recommended citation: Yuhang Zhang, Keyan Ding, Peilin Chen, Han Liu, Can Lin, Ruixi Chen, Shiqi Wang, and Qi Song. 2026. Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics : 35530-35548.
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talks
Talk 1 on Relevant Topic in Your Field
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Conference Proceeding talk 3 on Relevant Topic in Your Field
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teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
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Teaching experience 2
Workshop, University 1, Department, 2015
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