语言大模型 / LLM

KScope: A Framework for Characterizing the Knowledge Status of Language Models

Yuxin Xiao, Shan Chen, Jack Gallifant, Danielle Bitterman, Thomas Hartvigsen, Marzyeh Ghassemi

机构 * Massachusetts Institute of Technology（麻省理工学院） ； Harvard University（哈佛大学） ； University of Virginia（弗吉尼亚大学） 纠错

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

Comments Accepted by NeurIPS 2025

An LLM-Powered AI Agent Framework for Holistic IoT Traffic Interpretation

Daniel Adu Worae, Spyridon Mastorakis

机构 * University of Notre Dame（内布拉斯加大学达灵顿分校） 纠错

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

Squeezed Attention: Accelerating Long Context Length LLM Inference

Coleman Hooper, Sehoon Kim, Hiva Mohammadzadeh, Monishwaran Maheswaran, Sebastian Zhao, June Paik, Michael W. Mahoney, Kurt Keutzer, Amir Gholami

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

Comments 22 Pages

Journal ref ACL 2025

Thinker: Learning to Think Fast and Slow

Stephen Chung, Wenyu Du, Jie Fu

机构 * University of Cambridge（剑桥大学） ； The University of Hong Kong（香港大学） ； Shanghai AI Lab（上海人工智能实验室） 纠错

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

Comments 23 pages

LLM Agents Beyond Utility: An Open-Ended Perspective

Asen Nachkov, Xi Wang, Luc Van Gool

机构 * ETH Zurich（苏黎世联邦理工学院） 纠错

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

Leveraging Coordinate Momentum in SignSGD and Muon: Memory-Optimized Zero-Order

Egor Petrov, Grigoriy Evseev, Aleksey Antonov, Andrey Veprikov, Nikolay Bushkov, Stanislav Moiseev, Aleksandr Beznosikov

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

Comments 26 pages, 5 tables

MR.Rec: Synergizing Memory and Reasoning for Personalized Recommendation Assistant with LLMs

Jiani Huang, Xingchen Zou, Lianghao Xia, Qing Li

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

The Gatekeeper Knows Enough

Fikresilase Wondmeneh Abebayew

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

Comments 7 pages, 1 figure

A2AS: Agentic AI Runtime Security and Self-Defense

Eugene Neelou, Ivan Novikov, Max Moroz, Om Narayan, Tiffany Saade, Mika Ayenson, Ilya Kabanov, Jen Ozmen, Edward Lee, Vineeth Sai Narajala, Emmanuel Guilherme Junior, Ken Huang, Huseyin Gulsin, Jason Ross, Marat Vyshegorodtsev, Adelin Travers, Idan Habler, Rahul Jadav

专题命中 长上下文与记忆 ：LLM(abstract)；分类 cs.AI