3 papers
cs.AI2026
Interleaved Tool-Call Reasoning for Protein Function Understanding
Chuanliu Fan, Zicheng Ma, Huanran Meng +6
Recent advances in large language models (LLMs) have highlighted the effectiveness of chain-of-thought reasoning in symbolic domains such as mathematics and programming. However, o…
cs.LG2025
Distributionally Robust Deep Q-Learning
Chung I Lu, Julian Sester, Aijia Zhang
We propose a novel distributionally robust -learning algorithm for the non-tabular case accounting for continuous state spaces where the state transition of the underlying Marko…
cs.AI2024
Beyond Isolation: Multi-Agent Synergy for Improving Knowledge Graph Construction
Hongbin Ye, Honghao Gui, Aijia Zhang +2
This paper introduces CooperKGC, a novel framework challenging the conventional solitary approach of large language models (LLMs) in knowledge graph construction (KGC). CooperKGC e…