publications

2026

1. ICML

   Gradient Transformer: Learning to Generate Updates for LLMs

   Binh-Nguyen Nguyen, Khang Tran, NhatHai Phan, and Issa Khalil

   Forty-Third International Conference on Machine Learning, 2026
2. CompLearn @ ICML

   Logit Grafting: The Post-Training Delta is Sparse, Portable, and Powerful

   Apurv Verma, Binh-Nguyen Nguyen, NhatHai Phan, and Lingxiao Wang

   ICML 2026 Workshop on Compositional Learning: Safety, Interpretability, and Agents, 2026

2025

1. COLING

   Swift Cross-Dataset Pruning: Enhancing Fine-Tuning Efficiency in Natural Language Understanding

   Binh-Nguyen Nguyen and Yang He

   The 31st International Conference on Computational Linguistics, 2025

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2. JBI

   A multifaceted approach to drug-drug interaction extraction with fusion strategies

   Ba-Hoang Tran, Hung-Manh Hoang, Binh-Nguyen Nguyen, Duy-Cat Can, and Hoang-Quynh Le

   Journal of Biomedical Informatics, 2025

   PDF

2024

1. BME

   Improving Drug-Drug Interaction Extraction from Biomedical Literature Using Deep Multimodal Fusion

   Binh-Nguyen Nguyen, Ba-Hoang Tran, Duy-Cat Can, Trung-Hieu Do, and Hoang-Quynh Le

   International Conference on the Development of Biomedical Engineering in Vietnam, 2024

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2023

1. KSE

   Enhancing Clinical Note Generation from Doctor-Patient Conversations through Semantic Partition-Oriented Summarization

   Binh-Nguyen Nguyen, Hoang-Quynh Le, and Duy-Cat Can

   15th IEEE International Conference on Knowledge and Systems Engineering, 2023

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2. CLEF

   UETCorn at MEDIQA-Sum 2023: Template-based Summarization for Clinical Note Generation from Doctor-Patient Conversation.

   Duy-Cat Can, Quoc-An Nguyen, Binh-Nguyen Nguyen, Minh-Quang Nguyen, Khanh-Vinh Nguyen, Trung-Hieu Do, and Hoang-Quynh Le

   Working Notes of CLEF, 2023

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