Generalize across Homophily and Heterophily: Hybrid Spectral Graph Pre-Training and Prompt Tuning

2025-08-18

arXiv:2508.11328v1 Announce Type: cross Abstract: Graph “pre-training and prompt-tuning” aligns downstream tasks with pre-trained objectives to enable efficient knowledge transfer ...

ORFuzz: Fuzzing the "Other Side" of LLM Safety — Testing Over-Refusal

2025-08-18

arXiv:2508.11222v1 Announce Type: cross Abstract: Large Language Models (LLMs) increasingly exhibit over-refusal – erroneously rejecting benign queries due to overly ...

Optimizing Rotation Transformation for Quantization for Free

2025-08-15

[Submitted on 2 May 2025 (v1), last revised 14 Aug 2025 (this version, v2)] View a PDF of the paper ...

Unlocking Adaptive Serial-Parallel Decoding by Exploring Intrinsic Parallelism in LLMs

2025-08-15

[Submitted on 12 Aug 2025 (v1), last revised 14 Aug 2025 (this version, v2)] View a PDF of the paper ...

AI Blob! LLM-Driven Recontextualization of Italian Television Archives

2025-08-14

arXiv:2508.09535v1 Announce Type: cross Abstract: This paper introduces AI Blob!, an experimental system designed to explore the potential of semantic ...

[2508.06671] Do Biased Models Have Biased Thoughts?

2025-08-13

[Submitted on 8 Aug 2025 (v1), last revised 12 Aug 2025 (this version, v2)] View a PDF of the paper ...

A Framework for Deep Research Agents and Agent Foundation Models Training

2025-08-13

[Submitted on 1 Aug 2025 (v1), last revised 12 Aug 2025 (this version, v2)] Authors:Tianqing Fang, Zhisong Zhang, Xiaoyang Wang, ...

Generative AI for Strategic Plan Development

2025-08-12

arXiv:2508.07405v1 Announce Type: cross Abstract: Given recent breakthroughs in Generative Artificial Intelligence (GAI) and Large Language Models (LLMs), more and ...