3 papers
cs.LG2026
Transformer-Based Approach for Automated Functional Group Replacement in Chemical Compounds
Bo Pan, Zhiping Zhang, Kevin Spiekermann +4
Functional group replacement is a pivotal approach in cheminformatics to enable the design of novel chemical compounds with tailored properties. Traditional methods for functional…
cs.LG2025
Can Past Experience Accelerate LLM Reasoning?
Bo Pan, Liang Zhao
Allocating more compute to large language models (LLMs) reasoning has generally been demonstrated to improve their effectiveness, but also results in increased inference time. In c…
cs.CV2024
MEGL: Multimodal Explanation-Guided Learning
Yifei Zhang, Tianxu Jiang, Bo Pan +3
Explaining the decision-making processes of Artificial Intelligence (AI) models is crucial for addressing their "black box" nature, particularly in tasks like image classification.…