大模型推理能力

An Uncertainty-Driven Adaptive Self-Alignment Framework for Large Language Models

Haoran Sun, Zekun Zhang, Shaoning Zeng

专题命中 其他推理 ：reasoning(abstract)；分类 cs.AI

AirCache: Activating Inter-modal Relevancy KV Cache Compression for Efficient Large Vision-Language Model Inference

Kai Huang, Hao Zou, Bochen Wang, Ye Xi, Zhen Xie, Hao Wang

机构 * Alibaba Group（阿里巴巴集团） 纠错

专题命中 其他推理 ：reasoning(abstract)；分类 cs.AI

HypoChainer: A Collaborative System Combining LLMs and Knowledge Graphs for Hypothesis-Driven Scientific Discovery

Haoran Jiang, Shaohan Shi, Yunjie Yao, Chang Jiang, Quan Li

专题命中 其他推理 ：reasoning(abstract)；分类 cs.LG

Filter-And-Refine: A MLLM Based Cascade System for Industrial-Scale Video Content Moderation

Zixuan Wang, Jinghao Shi, Hanzhong Liang, Xiang Shen, Vera Wen, Zhiqian Chen, Yifan Wu, Zhixin Zhang, Hongyu Xiong

机构 * TikTok（字节跳动） 纠错

专题命中 其他推理 ：reasoning(abstract)；分类 cs.LG

Comments Camera Ready for ACL 2025

Explicit Vulnerability Generation with LLMs: An Investigation Beyond Adversarial Attacks

Emir Bosnak, Sahand Moslemi, Mayasah Lami, Anil Koyuncu

专题命中 其他推理 ：reasoning(abstract)

Comments Accepted to ICSME 2025