AI 大模型

语言大模型 / LLM

大语言模型、预训练、指令微调、后训练和语言模型应用。

2025-09-16 至 2025-09-16 共收录 7 篇信号源：cs.CL, cs.AI, cs.LG

1. 长上下文与记忆 7 篇

2508.13231 2025-09-16 cs.AR cs.AI cs.PF 85%

Accelerating LLM Inference via Dynamic KV Cache Placement in Heterogeneous Memory System

Yunhua Fang, Rui Xie, Asad Ul Haq, Linsen Ma, Kaoutar El Maghraoui, Naigang Wang, Meng Wang, Liu Liu, Tong Zhang

机构 * Rensselaer Polytechnic Institute（拉特格斯理工学院）； IBM T.J. Watson Research Center（IBM 沃森研究中心）

专题命中长上下文与记忆：LLM(title,abstract)；large language model(abstract)；language model(abstract)；分类 cs.AI

Comments IEEE Computer Architecture Letter

2410.15633 2025-09-16 cs.CL cs.AI 73%

GATEAU: Selecting Influential Samples for Long Context Alignment

Shuzheng Si, Haozhe Zhao, Gang Chen, Yunshui Li, Kangyang Luo, Chuancheng Lv, Kaikai An, Fanchao Qi, Baobao Chang, Maosong Sun

机构 * Department of Computer Science and Technology, Tsinghua University（清华大学计算机科学与技术系）； Peking University（北京大学）； DeepLang AI ； Institute for AI, Tsinghua University（清华大学人工智能研究院）

专题命中长上下文与记忆：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

Comments EMNLP 2025

2509.11523 2025-09-16 cs.SE 67%

VulAgent: Hypothesis-Validation based Multi-Agent Vulnerability Detection

Ziliang Wang, Ge Li, Jia Li, Hao Zhu, Zhi Jin

专题命中长上下文与记忆：LLM(abstract)；language model(abstract)

2509.12053 2025-09-16 cs.AR cs.AI cs.LG 62%

LEGO: Spatial Accelerator Generation and Optimization for Tensor Applications

Yujun Lin, Zhekai Zhang, Song Han

机构 * Massachusetts Institute of Technology（麻省理工学院）

专题命中长上下文与记忆：foundation model(abstract)；分类 cs.AI、cs.LG

Comments The first two authors have equal contributions; Published as a conference paper in HPCA 2025; 13 pages, 14 figures

2509.11973 2025-09-16 cs.AI cs.MM cs.SD 57%

MusicSwarm: Biologically Inspired Intelligence for Music Composition

Markus J. Buehler

专题命中长上下文与记忆：foundation model(abstract)；分类 cs.AI

2509.11225 2025-09-16 cs.RO cs.AI 57%

MEMBOT: Memory-Based Robot in Intermittent POMDP

Youzhi Liang, Eyan Noronha

机构 * Department of Computer Science Stanford University（计算机科学系斯坦福大学）

专题命中长上下文与记忆：pretraining(abstract)；分类 cs.AI

2504.21403 2025-09-16 cs.CV 50%

Static or Dynamic: Towards Query-Adaptive Token Selection for Video Question Answering

Yumeng Shi, Quanyu Long, Wenya Wang

机构 * Nanyang Technological University（南洋理工大学）

专题命中长上下文与记忆：language model(abstract)

Comments Accepted to EMNLP 2025 (main)