Aligning Artificial Superintelligence via a Multi-Box Protocol
arXiv:2511.21779v1 Announce Type: new Abstract: We propose a novel protocol for aligning artificial superintelligence (ASI) based on mutual verification among…
G$^2$VLM: Geometry Grounded Vision Language Model with Unified 3D Reconstruction and Spatial Reasoning
arXiv:2511.21688v2 Announce Type: replace-cross Abstract: Vision-Language Models (VLMs) still lack robustness in spatial intelligence, demonstrating poor performance on spatial understanding…
Adversarial Training for Process Reward Models
arXiv:2511.22888v1 Announce Type: cross Abstract: Process Reward Models (PRMs) enhance reasoning ability of LLMs by providing step-level supervision. However, their…
Serving Heterogeneous LoRA Adapters in Distributed LLM Inference Systems
arXiv:2511.22880v1 Announce Type: cross Abstract: Low-Rank Adaptation (LoRA) has become the de facto method for parameter-efficient fine-tuning of large language…
Scale-Agnostic Kolmogorov-Arnold Geometry in Neural Networks
arXiv:2511.21626v2 Announce Type: replace-cross Abstract: Recent work by Freedman and Mulligan demonstrated that shallow multilayer perceptrons spontaneously develop Kolmogorov-Arnold geometric…