UP: Unbounded Positive Asymmetric Optimization for Breaking the Exploration-Stability Dilemma Paper • 2607.06987 • Published 6 days ago • 7
Ideas Have Genomes: Benchmarking Scientific Lineage Reasoning and Lineage-Grounded Idea Generation Paper • 2607.08758 • Published 5 days ago • 32
MultiHashFormer: Hash-based Generative Language Models Paper • 2606.28057 • Published 18 days ago • 21
Holistic Data Scheduler for LLM Pre-training via Multi-Objective Reinforcement Learning Paper • 2606.24133 • Published 21 days ago • 11
Demystifying Training-Time Augmentation for Data-Constrained Language Model Pretraining Paper • 2606.16246 • Published 25 days ago • 4
PlanBench-XL: Evaluating Long-Horizon Planning of LLM Tool-Use Agents in Large-Scale Tool Ecosystems Paper • 2606.22388 • Published 23 days ago • 95
EurekAgent: Agent Environment Engineering is All You Need For Autonomous Scientific Discovery Paper • 2606.13662 • Published Jun 11 • 29
Swift Sampling: Selecting Temporal Surprises via Taylor Series Paper • 2605.22678 • Published May 21 • 11
Learning to Build the Environment: Self-Evolving Reasoning RL via Verifiable Environment Synthesis Paper • 2605.14392 • Published May 14 • 10
FrontierSmith: Synthesizing Open-Ended Coding Problems at Scale Paper • 2605.14445 • Published May 14 • 21
Learning POMDP World Models from Observations with Language-Model Priors Paper • 2605.13740 • Published May 13 • 7
Agentic Discovery of Neural Architectures: AIRA-Compose and AIRA-Design Paper • 2605.15871 • Published May 15 • 17
Skills-Coach: A Self-Evolving Skill Optimizer via Training-Free GRPO Paper • 2604.27488 • Published Apr 30 • 7
StateSMix: Online Lossless Compression via Mamba State Space Models and Sparse N-gram Context Mixing Paper • 2605.02904 • Published Apr 5 • 8