语言大模型 / LLM

Benchmarking graph construction by large language models for coherence-driven inference

Steve Huntsman, Jewell Thomas

专题命中 效率与部署 ：large language model(title,abstract)；language model(title,abstract)；分类 cs.AI

The Hidden Cost of Readability: How Code Formatting Silently Consumes Your LLM Budget

Dangfeng Pan, Zhensu Sun, Cenyuan Zhang, David Lo, Xiaoning Du

机构 * Monash University（墨尔本大学） ； Singapore Management University（新加坡管理学院） 纠错

专题命中 效率与部署 ：LLM(title,abstract)；large language model(abstract)；language model(abstract)；prompting(abstract)

Comments Accepted by ICSE'26 (First Cycle)

CCFC: Core & Core-Full-Core Dual-Track Defense for LLM Jailbreak Protection

Jiaming Hu, Haoyu Wang, Debarghya Mukherjee, Ioannis Ch. Paschalidis

机构 * Department. of Math & Statistics, Boston University（数学与统计学系，波士顿大学） ； Department. of Computer Science, University at Albany（计算机科学系，阿尔巴尼大学） ； Department. of ECE & Systems Eng., Department. of Biomedical Eng., Faculty of Computing & Data Sciences, Boston University（电子工程与系统工程系，生物医学工程系，计算与数据科学学院，波士顿大学） 纠错

专题命中 效率与部署 ：LLM(title,abstract)；large language model(abstract)；language model(abstract)；prompting(abstract)

Comments 11 pages, 1 figure

An automatic patent literature retrieval system based on LLM-RAG

Yao Ding, Yuqing Wu, Ziyang Ding

专题命中 效率与部署 ：LLM(title,abstract)；large language model(abstract)；language model(abstract)；分类 cs.AI

Impact of Clinical Image Quality on Efficient Foundation Model Finetuning

Yucheng Tang, Pawel Rajwa, Alexander Ng, Yipei Wang, Wen Yan, Natasha Thorley, Aqua Asif, Clare Allen, Louise Dickinson, Francesco Giganti, Shonit Punwani, Daniel C. Alexander, Veeru Kasivisvanathan, Yipeng Hu

机构 * UCL Hawkes Insitute, University College London Dept. of Medical Physics \& Biomedical Engineering, University College London Division of Surgery \& Interventional Science, University College London Centre of Medical Imaging, University College London Department of Radiology, UCLH NHS Foundation Trust Department of Urology, UCLH NHS Foundation Trust Department of Computer Science, University College London 纠错

专题命中 效率与部署 ：foundation model(title,abstract)；pretraining(abstract)

Comments This paper was accepted to the 1st MICCAI Workshop on Efficient Medical AI (EMA4MICCAI2025) and selected for oral presentation

Cross-Modality Controlled Molecule Generation with Diffusion Language Model

Yunzhe Zhang, Yifei Wang, Khanh Vinh Nguyen, Pengyu Hong

专题命中 效率与部署 ：language model(title,abstract)；分类 cs.AI、cs.LG

Evaluating Multilingual and Code-Switched Alignment in LLMs via Synthetic Natural Language Inference

Samir Abdaljalil, Erchin Serpedin, Khalid Qaraqe, Hasan Kurban

机构 * Texas A\&M University, College Station, TX., USA（德克萨斯大学） ； Hamad Bin Khalifa University, Doha, Qatar（哈马德·本·卡伊夫大学） 纠错

专题命中 效率与部署 ：LLM(abstract)；large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

Comments Under review

Action Engine: Automatic Workflow Generation in FaaS

Akiharu Esashi, Pawissanutt Lertpongrujikorn, Shinji Kato, Mohsen Amini Salehi

机构 * University of North Texas (UNT)（北卡罗来纳州立大学） 纠错

专题命中 效率与部署 ：LLM(abstract)；large language model(abstract)；language model(abstract)；分类 cs.AI、cs.LG

Comments Published in the Future Generation Computer Systems (FGCS) journal; Source code is available at: https://github.com/hpcclab/action_engine

EmoSLLM: Parameter-Efficient Adaptation of LLMs for Speech Emotion Recognition

Hugo Thimonier, Antony Perzo, Renaud Seguier

机构 * Emobot ； CentraleSupélec ； IETR (UMR CNRS 6164)（IETR） 纠错

专题命中 效率与部署 ：LLM(abstract)；large language model(abstract)；language model(abstract)；分类 cs.LG

UpANNS: Enhancing Billion-Scale ANNS Efficiency with Real-World PIM Architecture

Sitian Chen, Amelie Chi Zhou, Yucheng Shi, Yusen Li, Xin Yao

专题命中 效率与部署 ：LLM(abstract)；large language model(abstract)；language model(abstract)

Comments Accepted by SC 25

Coupling without Communication and Drafter-Invariant Speculative Decoding

Majid Daliri, Christopher Musco, Ananda Theertha Suresh

机构 * New York University（纽约大学） ； Google Research, NY（谷歌研究） 纠错

专题命中 效率与部署 ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.LG

Comments 18 pages

Multiscale Video Transformers for Class Agnostic Segmentation in Autonomous Driving

Leila Cheshmi, Mennatullah Siam

机构 * Ontariotechu（安大略理工学院） 纠错

专题命中 效率与部署 ：large language model(abstract)；language model(abstract)

Comments 6 pages, 2 figures, 1 table

GOGS: High-Fidelity Geometry and Relighting for Glossy Objects via Gaussian Surfels

Xingyuan Yang, Min Wei

机构 * Chengdu University of Information Technology（成都信息科技大学） 纠错

专题命中 效率与部署 ：foundation model(abstract)

Comments 13 pages, 13 figures

The invisible hand as an emergent property: a gradient flow approach

Giorgio Fabbri, Davide Fiaschi, Cristiano Ricci

专题命中 效率与部署 ：prompting(abstract)

BEVANet: Bilateral Efficient Visual Attention Network for Real-Time Semantic Segmentation

Ping-Mao Huang, I-Tien Chao, Ping-Chia Huang, Jia-Wei Liao, Yung-Yu Chuang

机构 * Graduate Institute of Networking and Multimedia, National Taiwan University（网络与多媒体研究所，国立台湾大学） ； Department of Computer Science and Information Engineering, National Taiwan University（计算机科学与信息工程系，国立台湾大学） 纠错

专题命中 效率与部署 ：pretraining(abstract)

Comments Copyright 2025 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works

Journal ref IEEE International Conference on Image Processing (ICIP) 2025 Spotlight

Multi-Rationale Explainable Object Recognition via Contrastive Conditional Inference

Ali Rasekh, Sepehr Kazemi Ranjbar, Simon Gottschalk

机构 * Leibniz University Hannover（汉诺威莱布尼茨大学） ； L3S Research Center（L3S研究中心） 纠错

专题命中 效率与部署 ：language model(abstract)

A Distributed Learned Hash Table

Shengze Wang, Yi Liu, Xiaoxue Zhang, Liting Hu, Chen Qian

专题命中 效率与部署 ：LLM(abstract)

3D FlowMatch Actor: Unified 3D Policy for Single- and Dual-Arm Manipulation

Nikolaos Gkanatsios, Jiahe Xu, Matthew Bronars, Arsalan Mousavian, Tsung-Wei Ke, Katerina Fragkiadaki

机构 * Carnegie Mellon University（卡内基梅隆大学） ； NVIDIA（英伟达） ； National Taiwan University（国立台湾大学） 纠错

专题命中 效率与部署 ：pretraining(abstract)

Comments Project page: https://3d-flowmatch-actor.github.io/