From the 1 of 12 linked papers with an AI index.
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cs.AI2026
ReLope: KL-Regularized LoRA Probes for Multimodal LLM Routing
Yaopei Zeng, Congchao Wang, Blake JianHang Chen +1
The paper proposes two methods—a attention‑based probe and a KL‑regularized LoRA probe (ReLope)—to improve routing decisions in multimodal large language models by extracting more…
cs.AI2026
SkillGrad: Optimizing Agent Skills Like Gradient Descent
Hanyu Wang, Yifan Lan, Bochuan Cao +2
Agent skills provide a lightweight way to adapt LLM agents to specialized domains by storing reusable procedural knowledge in structured files. However, whether downloaded from thi…
cs.AI2026
PreFlect: From Retrospective to Prospective Reflection in Large Language Model Agents
Hanyu Wang, Yuanpu Cao, Lu Lin +1
Advanced large language model agents typically adopt self-reflection for improving performance, where agents iteratively analyze past actions to correct errors. However, existing r…