CAST: Critique-Aware Supervision for Training Reliable Long-Horizon Tool-Calling Agents Paper • 2608.30147 • Published Aug 31 • 8
HarnessEval-W: Agentifying the Evaluation of Visual Worlds Paper • 2608.16859 • Published Aug 17 • 68
Spark-to-Paper: End-to-End Research Paper Generation as a Composable Skill Paper • 2608.11924 • Published Aug 12 • 62
Factorized Hypothesis Search for Evidence-to-Taxonomy Retrieval Paper • 2608.06614 • Published Aug 6 • 5
Macaron-V1: Towards Open Continual Learning with Self-Improvement and Mixture-of-LoRA Paper • 2608.09819 • Published Aug 10 • 113
DistillAlign: Coordinating Mode Covering and Mode Seeking in Autoregressive Video Distillation Paper • 2607.26811 • Published Jul 29 • 7
MedPMC: A Systematic Framework for Scaling High-Fidelity Medical Multimodal Data for Foundation Models Paper • 2607.07673 • Published Jul 8 • 8
LatentUMM: Dual Latent Alignment for Unified Multimodal Models Paper • 2605.17766 • Published May 18 • 8
Stress-Testing the Reasoning Competence of LLMs With Proofs Under Minimal Formalism Paper • 2605.12524 • Published Apr 7 • 2
TransitLM: A Large-Scale Dataset and Benchmark for Map-Free Transit Route Generation Paper • 2605.22355 • Published May 21 • 119
Evaluating Cognitive Age Alignment in Interactive AI Agents Paper • 2605.17894 • Published May 18 • 3
CiteVQA: Benchmarking Evidence Attribution for Trustworthy Document Intelligence Paper • 2605.12882 • Published May 13 • 48
HY-Embodied-0.5: Embodied Foundation Models for Real-World Agents Paper • 2604.07430 • Published Apr 8 • 117
GrandCode: Achieving Grandmaster Level in Competitive Programming via Agentic Reinforcement Learning Paper • 2604.02721 • Published Apr 3 • 56
Demystifying When Pruning Works via Representation Hierarchies Paper • 2603.24652 • Published Apr 6 • 16
DataFlex: A Unified Framework for Data-Centric Dynamic Training of Large Language Models Paper • 2603.26164 • Published Mar 27 • 249