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20232026
most citedThe Efficiency vs. Accuracy Trade-off: Optimizing RAG-Enhanced LLM Recommender Systems Using Multi-Head Early Exit

1 citations · 3 across the 10 of their papers we have counts for

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cs.CL2026

WRIT: Write-Read Intensive Trajectory Synthesis for Multi-Turn User-Facing Agents

Hengrui Gu, Xiaotian Han, Kaixiong Zhou

Multi-turn user-facing agents must infer user intent from incomplete requests, collect missing information through dialogue and tools, and execute valid actions. A training traject…

cs.CL2026

Asymmetric Advantage Modulation Calibrates Entropy Dynamics in RLVR

Hengrui Gu, Xiaotian Han, Yujing Bian +2

Reinforcement learning with verifiable rewards (RLVR) has substantially improved the reasoning ability of large language models (LLMs), but it often suffers from \textit{restricted…