Meta-Learning Helps Personalized Product Search. - Bin Wu 025; Zaiqiao Meng; Qiang Zhang 026; Shangsong Liang (WWW, 2022)

Active Finetuning Protein Language Model: A Budget-Friendly Method for Directed Evolution. - Ming Qin; Keyan Ding; Bin Wu 025; Zhenping Li; Haihong Yang; Zeyuan Wang; Hongbin Ye; Haoran Yu; Huajun Chen; Qiang Zhang 026 (ECAI, 2023)

Adaptive Compositional Continual Meta-Learning. - Bin Wu 025; Jinyuan Fang; Xiangxiang Zeng; Shangsong Liang; Qiang Zhang 026 (ICML, 2023)

Graph Sampling-based Meta-Learning for Molecular Property Prediction. - Xiang Zhuang; Qiang Zhang 026; Bin Wu 025; Keyan Ding; Yin Fang; Huajun Chen (IJCAI, 2023)

Dynamic Bayesian Contrastive Predictive Coding Model for Personalized Product Search. - Bin Wu 025; Zaiqiao Meng; Shangsong Liang (ACM Trans. Web, 2023)

Instruction Tuning With Loss Over Instructions. - Zhengxiang Shi; Adam X. Yang; Bin Wu 025; Laurence Aitchison; Emine Yilmaz; Aldo Lipani (NeurIPS, 2024)

Instruction Tuning With Loss Over Instructions. - Zhengyan Shi; Adam X. Yang; Bin Wu 025; Laurence Aitchison; Emine Yilmaz; Aldo Lipani (CoRR, 2024)

Understanding the Role of User Profile in the Personalization of Large Language Models. - Bin Wu 025; Zhengyan Shi; Hossein A. Rahmani; Varsha Ramineni; Emine Yilmaz (CoRR, 2024)

Preference Distillation for Personalized Generative Recommendation. - Jerome Ramos; Bin Wu 025; Aldo Lipani (CoRR, 2024)

SciSafeEval: A Comprehensive Benchmark for Safety Alignment of Large Language Models in Scientific Tasks. - Tianhao Li; Jingyu Lu; Chuangxin Chu; Tianyu Zeng; Yujia Zheng; Mei Li; Haotian Huang; Bin Wu 025; Zuoxian Liu; Kai Ma; Xuejing Yuan; Xingkai Wang; et al. (CoRR, 2024)

A Joint Optimization Framework for Enhancing Efficiency of Tool Utilization in LLM Agents. - Bin Wu 025; Edgar Meij; Emine Yilmaz (ACL (Findings), 2025)

Boosting LLM's Molecular Structure Elucidation with Knowledge Enhanced Tree Search Reasoning. - Xiang Zhuang; Bin Wu 025; Jiyu Cui; Kehua Feng; Xiaotong Li; Huabin Xing; Keyan Ding; Qiang Zhang 026; Huajun Chen (ACL (1), 2025)

Rethinking the Potential of Multimodality in Collaborative Problem Solving Diagnosis with Large Language Models. - Kester Wong; Bin Wu 025; Sahan Bulathwela; Mutlu Cukurova (AIED (2), 2025)

Entropy-Based Decoding for Retrieval-Augmented Large Language Models. - Zexuan Qiu; Zijing Ou; Bin Wu 025; Jingjing Li 007; Aiwei Liu; Irwin King (NAACL (Long Papers), 2025)

PREF: Reference-Free Evaluation of Personalised Text Generation in LLMs. - Xiao Fu 007; Hossein A. Rahmani; Bin Wu 025; Jerome Ramos; Emine Yilmaz; Aldo Lipani (CoRR, 2025)