3 papers
cs.LG2025
PepEVOLVE: Position-Aware Dynamic Peptide Optimization via Group-Relative Advantage
Trieu Nguyen, Hao-Wei Pang, Shasha Feng
Macrocyclic peptides are an emerging modality that combines biologics-like affinity with small-molecule-like developability, but their vast combinatorial space and multi-parameter…
cs.CL2025
Kongzi: A Historical Large Language Model with Fact Enhancement
Jiashu Yang, Ningning Wang, Yian Zhao +5
The capabilities of the latest large language models (LLMs) have been extended from pure natural language understanding to complex reasoning tasks. However, current reasoning model…
cs.RO2024
Large Language Model guided Deep Reinforcement Learning for Decision Making in Autonomous Driving
Hao Pang, Zhenpo Wang, Guoqiang Li
Deep reinforcement learning (DRL) shows promising potential for autonomous driving decision-making. However, DRL demands extensive computational resources to achieve a qualified po…