Xiao Liang

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upvoted a paper 8 days ago

SAS: Simple Attention Sparsification via End-to-End Optimization of Context Ranking

Paper • 2609.13141 • Published 11 days ago • 65

upvoted a paper 28 days ago

Apodex 1.1: Scaling Agentic Intelligence for Complex Work

Paper • 2608.23283 • Published 29 days ago • 209

upvoted a paper about 1 month ago

LEGO-RL: Harness-Native Reinforcement Learning for Coding Agents

Paper • 2608.17393 • Published Aug 18 • 25

upvoted a paper 2 months ago

SWE-rebench V2: Language-Agnostic SWE Task Collection at Scale

Paper • 2602.23866 • Published Feb 27 • 92

upvoted a paper 3 months ago

Guava: An Effective and Universal Harness for Embodied Manipulation

Paper • 2606.18363 • Published Jun 16 • 28

upvoted 3 papers 4 months ago

Reinforcement Learning Elicits Contextual Learning of Unseen Language Translation

Paper • 2606.06428 • Published Jun 4 • 25

EnvFactory: Scaling Tool-Use Agents via Executable Environments Synthesis and Robust RL

Paper • 2605.18703 • Published May 18 • 50

ClawEnvKit: Automatic Environment Generation for Claw-Like Agents

Paper • 2604.18543 • Published Apr 20 • 31

upvoted a paper 5 months ago

OpenVLThinkerV2: A Generalist Multimodal Reasoning Model for Multi-domain Visual Tasks

Paper • 2604.08539 • Published Apr 9 • 49

upvoted 3 papers 6 months ago

SKILL0: In-Context Agentic Reinforcement Learning for Skill Internalization

Paper • 2604.02268 • Published Apr 2 • 100

HopChain: Multi-Hop Data Synthesis for Generalizable Vision-Language Reasoning

Paper • 2603.17024 • Published Mar 17 • 111

When AI Navigates the Fog of War

Paper • 2603.16642 • Published Mar 17 • 32

upvoted an article 7 months ago

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Article

DenseR: Dense Rewards For Free in LLM Reasoning

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Feb 18

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upvoted 3 papers 7 months ago

Improving Data and Reward Design for Scientific Reasoning in Large Language Models

Paper • 2602.08321 • Published Feb 9 • 44

MSign: An Optimizer Preventing Training Instability in Large Language Models via Stable Rank Restoration

Paper • 2602.01734 • Published Feb 2 • 34

Training LLMs for Divide-and-Conquer Reasoning Elevates Test-Time Scalability

Paper • 2602.02477 • Published Feb 2 • 11

upvoted a paper 8 months ago

Locate, Steer, and Improve: A Practical Survey of Actionable Mechanistic Interpretability in Large Language Models

Paper • 2601.14004 • Published Jan 20 • 49

upvoted a paper 9 months ago

Dream-VL & Dream-VLA: Open Vision-Language and Vision-Language-Action Models with Diffusion Language Model Backbone

Paper • 2512.22615 • Published Dec 27, 2025 • 51

upvoted 2 papers 10 months ago

DAComp: Benchmarking Data Agents across the Full Data Intelligence Lifecycle

Paper • 2512.04324 • Published Dec 3, 2025 • 160

Gold-Medal-Level Olympiad Geometry Solving with Efficient Heuristic Auxiliary Constructions

Paper • 2512.00097 • Published Nov 27, 2025 • 3