Publications

You can also find my articles on my Google Scholar.

Selected Papers

Preprints

1. Bin Wu, Zhengyan Shi, Hossein A Rahmani, Varsha Ramineni, Emine Yilmaz. Understanding the Role of User Profile in the Personalization of Large Language Models

2. Jerome Ramos, Bin Wu, Aldo Lipani. Preference Distillation for Personalized Generative Recommendation

3. Zhengyan Shi, Adam X Yang, Bin Wu, Laurence Aitchison, Emine Yilmaz, Aldo Lipani. Instruction Tuning With Loss Over Instructions

4. Zexuan Qiu, Zijing Ou, Bin Wu, Jingjing Li, Aiwei Liu, Irwin King. Entropy-Based Decoding for Retrieval-Augmented Large Language Models

Publications

1. Bin Wu, Jinyuan Fang, Xiangxiang Zeng, Shangsong Liang, Qiang Zhang. Adaptive Compositional Continual Meta-Learning. The International Conference on Machine Learning 2023 (ICML). Full paper.

2. Bin Wu, Zaiqiao Meng, Qiang Zhang, Shangsong Liang. Meta-learning Helps Personalized Product Search. The Web Conference 2022 (WWW). Full paper.

3. Bin Wu, Zaiqiao Meng, Shangsong Liang. Dynamic Bayesian Contrastive Predictive Coding Model for Per- sonalized Product Search. ACM Transactions on the Web (TWEB), 2023.

4. Xiang Zhuang, Qiang Zhang, Bin Wu, Keyan Ding, Yin Fang, Huajun Chen. Graph Sampling-based Meta- Learning for Molecular Property Prediction. The International Joint Conference on Artificial Intelligence 2023 (IJCAI). Full Paper.

5. Ming Qin, Keyan Ding, Bin Wu, Zhenping Li, Haihong Yang, Zeyuan Wang, Hongbin Ye, Haoran Yu, Huajun Chen, Qiang Zhang. Active Finetuning Protein Language Model: A Budget-Friendly Method for Directed Evolution. The European Conference on Artificial Intelligence 2023 (ECAI). Full Paper.