MSign: An Optimizer Preventing Training Instability in Large Language Models via Stable Rank Restoration Paper • 2602.01734 • Published Feb 2 • 34
Same Architecture, Different Capacity: Optimizer-Induced Spectral Scaling Laws Paper • 2605.21803 • Published May 20 • 5
Zone of Proximal Policy Optimization: Teacher in Prompts, Not Gradients Paper • 2606.18216 • Published 30 days ago • 63
LoopCoder-v2: Only Loop Once for Efficient Test-Time Computation Scaling Paper • 2606.18023 • Published 30 days ago • 209
HarnessX: A Composable, Adaptive, and Evolvable Agent Harness Foundry Paper • 2606.14249 • Published Jun 12 • 50
Ling and Ring 2.6 Technical Report: Efficient and Instant Agentic Intelligence at Trillion-Parameter Scale Paper • 2606.15079 • Published Jun 13 • 87
Tangram: Unlocking Non-Uniform KV Cache Compression for Efficient Multi-turn LLM Serving Paper • 2606.06302 • Published about 1 month ago • 10
GD^2PO: Mitigating Multi-Reward Conflicts via Group-Dynamic reward-Decoupled Policy Optimization Paper • 2606.16771 • Published about 1 month ago • 13
TokenPilot: Cache-Efficient Context Management for LLM Agents Paper • 2606.17016 • Published about 1 month ago • 16
FastContext: Training Efficient Repository Explorer for Coding Agents Paper • 2606.14066 • Published Jun 12 • 94
VibeThinker-3B: Exploring the Frontier of Verifiable Reasoning in Small Language Models Paper • 2606.16140 • Published about 1 month ago • 122
InCoder-32B-Thinking: Industrial Code World Model for Thinking Paper • 2604.03144 • Published Apr 3 • 239
Adam's Law: Textual Frequency Law on Large Language Models Paper • 2604.02176 • Published Apr 2 • 509
GrandCode: Achieving Grandmaster Level in Competitive Programming via Agentic Reinforcement Learning Paper • 2604.02721 • Published Apr 3 • 639
SkillFlow:Benchmarking Lifelong Skill Discovery and Evolution for Autonomous Agents Paper • 2604.17308 • Published Apr 19 • 23
ARIS: Autonomous Research via Adversarial Multi-Agent Collaboration Paper • 2605.03042 • Published May 4 • 143