2 papers
cs.SE2026
ICALL-BENCH: Benchmarking LLM Interprocedural Reasoning in Binary Programs
Shenglong Yao, Zirui Liu, Xiangchi Yuan +1
Recent benchmarks show that LLMs achieve strong performance in both function-level binary understanding and end-to-end binary reverse engineering tasks, but whether LLMs can reason…
cs.LG2026
Behavior Knowledge Merge in Reinforced Agentic Models
Xiangchi Yuan, Dachuan Shi, Chunhui Zhang +4
Reinforcement learning (RL) is central to post-training, particularly for agentic models that require specialized reasoning behaviors. In this setting, model merging offers a pract…