Collaborative Personalized Preference Alignment for LLMs under Data Deficiency Paper • 2610.05898 • Published 3 days ago • 7
VC-Attention: Value Smoothing and Softmax Casting for Low-bit Attention Paper • 2609.15810 • Published 24 days ago • 51
Continual Learning Mechanisms Compose for Long-Horizon Memorization Paper • 2609.06986 • Published Sep 7 • 376
CARDEA: Auditable Reasoning Grounded in Spatial Evidence for End-to-End Coronary Angiography Interpretation Paper • 2609.06931 • Published Sep 7 • 27
SQS: Bayesian DNN Compression through Sparse Quantized Sub-distributions Paper • 2510.08999 • Published Sep 7 • 19
RealSWE: A Compositional Evaluation of Coding Agents under Realistic User Requests Paper • 2608.27831 • Published Aug 31 • 33
Knowing When Not to Reuse: Conditional Experience Transfer in Autonomous LLM Post-Training Paper • 2608.26730 • Published Aug 27 • 155
Why Gated DeltaNet Survives 4-Bit Quantization: NVFP4 W4A4 for the Recurrent Half of a Hybrid 27B LLM Paper • 2609.04098 • Published Sep 3 • 86
Repo-To-Skill: Distilling GitHub Repositories Into AI4AI Skills Paper • 2609.02749 • Published Sep 2 • 408
QuoteBench: How Matched Scores Can Hide Command-Path Failures Paper • 2608.13547 • Published Aug 13 • 8
AutoDesign: Meta-Harness Optimization for Long-Horizon Agentic Design Paper • 2608.13560 • Published Aug 13 • 64
OpenART: Scaling Agent Red Teaming via Open-Ended Environment Evolution Paper • 2608.00677 • Published Aug 1 • 266
ChronoVision: Temporal Reasoning via Latent State Reconstruction Paper • 2608.05631 • Published Aug 6 • 40
FocusMem: Factorizing Content, Readout, and Trust in Latent GUI Memory Paper • 2608.04530 • Published Aug 5 • 14
UniWorld-Design: From Pixel Generation to Layer-Native Design Paper • 2608.03971 • Published Aug 4 • 25
WCM: A World Critic Model for Vision-Language-Action Reinforcement Learning Paper • 2607.29613 • Published Jul 31 • 29