Xueqiang Xu

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authored 3 papers about 1 month ago

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

Paper • 2403.00165 • Published Feb 29, 2024 • 1

Rethinking the Reranker: Boundary-Aware Evidence Selection for Robust Retrieval-Augmented Generation

Paper • 2602.03689 • Published Feb 3

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

Paper • 2606.02373 • Published Jun 1 • 60

upvoted a paper about 1 month ago

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

Paper • 2606.02373 • Published Jun 1 • 60

upvoted a paper about 2 months ago

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

Paper • 2403.00165 • Published Feb 29, 2024 • 1

upvoted 3 papers 2 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 • 9

Useful Memories Become Faulty When Continuously Updated by LLMs

Paper • 2605.12978 • Published May 13 • 19

authored a paper 5 months ago

Steer2Adapt: Dynamically Composing Steering Vectors Elicits Efficient Adaptation of LLMs

Paper • 2602.07276 • Published Feb 7 • 11

upvoted 2 papers 5 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 • 290

upvoted a paper 6 months ago

Your Group-Relative Advantage Is Biased

Paper • 2601.08521 • Published Jan 13 • 158

authored a paper 7 months ago

Adaptation of Agentic AI

Paper • 2512.16301 • Published Dec 18, 2025 • 111

upvoted a paper 7 months ago

Adaptation of Agentic AI

Paper • 2512.16301 • Published Dec 18, 2025 • 111

upvoted a paper about 1 year ago

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

Paper • 2506.18896 • Published Jun 23, 2025 • 29

authored a paper about 1 year ago

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

Paper • 2505.14146 • Published May 20, 2025 • 20

upvoted a paper about 1 year ago

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

Paper • 2505.14146 • Published May 20, 2025 • 20