Xueqiang Xu

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upvoted a paper 12 days ago

Ask to Distill: Learning to Synthesize Data for On-Policy Distillation

Paper • 2610.27450 • Published 14 days ago • 23

upvoted 2 papers about 1 month ago

Learning from Teacher Continuations at Student States

Paper • 2609.36246 • Published Sep 28 • 41

Selecting Diverse SFT Traces Improves Post-RL Generalization

Paper • 2609.33780 • Published Sep 27 • 37

upvoted a paper about 2 months ago

Random Attention: Rethinking KV Cache Eviction for Efficient Reasoning

Paper • 2609.03430 • Published Sep 3 • 99

upvoted 2 papers 3 months ago

Modular Cognitive Architecture Emerges in Large Language Models

Paper • 2608.13567 • Published Jun 27 • 17

LLMRouter: Unified Infrastructure for Developing, Evaluating, and Deploying LLM Routers

Paper • 2608.06867 • Published Aug 7 • 90

upvoted a collection 3 months ago

Lie Detection

Collection

Did you lie? Evaluating Lie Detectors across Model Scale and Belief-Verified Model Organisms • 9 items • Updated Jun 10 • 8

upvoted 2 papers 5 months ago

Harness-1: Reinforcement Learning for Search Agents with State-Externalizing Harnesses

Paper • 2606.02373 • Published Jun 1 • 45

TELEClass: Taxonomy Enrichment and LLM-Enhanced Hierarchical Text Classification with Minimal Supervision

Paper • 2403.00165 • Published Feb 29, 2024 • 1

upvoted 3 papers 6 months ago

Learning to Predict Future-Aligned Research Proposals with Language Models

Paper • 2603.27146 • Published Apr 6 • 6

Retrieval is Cheap, Show Me the Code: Executable Multi-Hop Reasoning for Retrieval-Augmented Generation

Paper • 2605.12975 • Published May 13 • 10

Useful Memories Become Faulty When Continuously Updated by LLMs

Paper • 2605.12978 • Published May 13 • 19

upvoted 2 papers 9 months ago

Steer2Adapt: Dynamically Composing Steering Vectors Elicits Efficient Adaptation of LLMs

Paper • 2602.07276 • Published Feb 7 • 11

Weak-Driven Learning: How Weak Agents make Strong Agents Stronger

Paper • 2602.08222 • Published Feb 9 • 115

upvoted a paper 10 months ago

Your Group-Relative Advantage Is Biased

Paper • 2601.08521 • Published Jan 13 • 152

upvoted a paper 11 months ago

Adaptation of Agentic AI

Paper • 2512.16301 • Published Dec 18, 2025 • 83

upvoted 2 papers over 1 year ago

ReasonFlux-PRM: Trajectory-Aware PRMs for Long Chain-of-Thought Reasoning in LLMs

Paper • 2506.18896 • Published Jun 23, 2025 • 29

s3: You Don't Need That Much Data to Train a Search Agent via RL

Paper • 2505.14146 • Published May 20, 2025 • 20