Reasoning Shift: How Context Silently Shortens LLM Reasoning Paper • 2604.01161 • Published Apr 1 • 32
Emergent Misalignment via In-Context Learning: Narrow in-context examples can produce broadly misaligned LLMs Paper • 2510.11288 • Published Oct 13, 2025 • 48
Bridging the Gap Between Promise and Performance for Microscaling FP4 Quantization Paper • 2509.23202 • Published Sep 27, 2025 • 30
The Geometry of LLM Quantization: GPTQ as Babai's Nearest Plane Algorithm Paper • 2507.18553 • Published Jul 24, 2025 • 42
Hogwild! Inference: Parallel LLM Generation via Concurrent Attention Paper • 2504.06261 • Published Apr 8, 2025 • 110
One-Step Residual Shifting Diffusion for Image Super-Resolution via Distillation Paper • 2503.13358 • Published Mar 17, 2025 • 95
QuEST: Stable Training of LLMs with 1-Bit Weights and Activations Paper • 2502.05003 • Published Feb 7, 2025 • 44
