代码大模型 / AI 编程

Cross-Paradigm Graph Backdoor Attacks with Promptable Subgraph Triggers

Dongyi Liu, Jiangtong Li, Dawei Cheng, Changjun Jiang

机构 * The Hong Kong University of Science and Technology (Guangzhou)（香港科学与技术大学（广州）） ； Tongji University（同济大学） 纠错

专题命中 仓库级理解 ：repository(abstract)；分类 cs.LG

Finding the Needle in the Crash Stack: Industrial-Scale Crash Root Cause Localization with AutoCrashFL

Sungmin Kang, Sumi Yun, Jingun Hong, Shin Yoo, Gabin An

专题命中 仓库级理解 ：repository(abstract)；分类 cs.SE

Comments 11 pages, 8 figures, under review

Foundation of Intelligence: Review of Math Word Problems from Human Cognition Perspective

Zhenya Huang, Jiayu Liu, Xin Lin, Zhiyuan Ma, Shangzi Xue, Tong Xiao, Qi Liu, Yee Whye Teh, Enhong Chen

机构 * Department of Statistics, University of Oxford（统计学系、牛津大学） 纠错

专题命中 仓库级理解 ：repository(abstract)；分类 cs.AI

A Knowledge-Graph Translation Layer for Mission-Aware Multi-Agent Path Planning in Spatiotemporal Dynamics

Edward Holmberg, Elias Ioup, Mahdi Abdelguerfi

机构 * Cannizaro-Livingston Gulf States Center for Environmental Informatics（坎尼扎罗-利文斯顿海湾州环境信息中心） ； Center for Geospatial Sciences Naval Research Laboratory（地理空间科学中心海军研究实验室） 纠错

专题命中 仓库级理解 ：repository(abstract)；分类 cs.AI

Comments 10 pages, 10 figures, conference submission

PatchGuard: Adversarially Robust Anomaly Detection and Localization through Vision Transformers and Pseudo Anomalies

Mojtaba Nafez, Amirhossein Koochakian, Arad Maleki, Jafar Habibi, Mohammad Hossein Rohban

机构 * Sharif University of Technology（谢里夫理工大学） 纠错

专题命中 仓库级理解 ：repository(abstract)；分类 cs.LG

Comments Accepted to the Conference on Computer Vision and Pattern Recognition (CVPR) 2025

FlashBias: Fast Computation of Attention with Bias

Haixu Wu, Minghao Guo, Yuezhou Ma, Yuanxu Sun, Jianmin Wang, Wojciech Matusik, Mingsheng Long

机构 * School of Software, Tsinghua University（清华大学软件学院） ； MIT CSAIL（麻省理工学院计算机科学与人工智能实验室） 纠错

专题命中 仓库级理解 ：repository(abstract)；分类 cs.LG

A Multi-Layer Machine Learning and Econometric Pipeline for Forecasting Market Risk: Evidence from Cryptoasset Liquidity Spillovers

Yimeng Qiu, Feihuang Fang

专题命中 仓库级理解 ：repository(abstract)；分类 cs.LG

OpenMIBOOD: Open Medical Imaging Benchmarks for Out-Of-Distribution Detection

Max Gutbrod, David Rauber, Danilo Weber Nunes, Christoph Palm

专题命中 仓库级理解 ：repository(abstract)；分类 cs.LG

Comments Updated results for NNGuide and ViM

DART: A Structured Dataset of Regulatory Drug Documents in Italian for Clinical NLP

Mariano Barone, Antonio Laudante, Giuseppe Riccio, Antonio Romano, Marco Postiglione, Vincenzo Moscato

机构 * University of Naples Federico II, Department of Electrical Engineering（那不勒斯费德里科二世大学电气工程系） ； Consorzio Interuniversitario Nazionale per l'Informatica (CINI) - ITEM National Lab, Complesso Universitario Monte S.Angelo, Naples, Italy（国家信息计算联合研究所（CINI）- ITEM国家实验室，那不勒斯意大利大学综合体） ； Northwestern University, Department of Computer Science, McCormick School of Engineering（西北大学计算机科学系，麦科姆工程学院） 纠错

专题命中 仓库级理解 ：repository(abstract)；分类 cs.CL

Journal ref ITADATA 2025: 4th Italian Conference on Big Data and Data Science, Turin, Italy, September 9-11, 2025

PEACE: Towards Efficient Project-Level Efficiency Optimization via Hybrid Code Editing

Xiaoxue Ren, Jun Wan, Yun Peng, Zhongxin Liu, Ming Liang, Dajun Chen, Wei Jiang, Yong Li

专题命中 仓库级理解 ：code generation(abstract)；分类 cs.SE

Journal ref ASE 2025

DrunkAgent: Stealthy Memory Corruption in LLM-Powered Recommender Agents

Shiyi Yang, Zhibo Hu, Xinshu Li, Chen Wang, Tong Yu, Xiwei Xu, Liming Zhu, Lina Yao

机构 * The University of New South Wales（新南威尔士大学） ； Macquarie University（麦考瑞大学） ； Adobe Research（Adobe研究） 纠错

专题命中 仓库级理解 ：repository(abstract)；分类 cs.CL

OLIVAW: ACIMOV's GitHub robot assisting agile collaborative ontology development

Nicolas Robert, Fabien Gandon, Maxime Lefrançois

专题命中 仓库级理解 ：repository(abstract)；分类 cs.SE

Journal ref 24th IEEE/WIC International Conference on Web Intelligence and Intelligent Agent Technology, Nov 2025, London, United Kingdom

Fine-tuning of Large Language Models for Constituency Parsing Using a Sequence to Sequence Approach

Francisco Jose Cortes Delgado, Eduardo Martinez Gracia, Rafael Valencia Garcia

机构 * University of Murcia（穆尔西亚大学） 纠错

专题命中 仓库级理解 ：repository(abstract)；分类 cs.CL

Comments 6 pages, 3 figures. Submitted to SEPLN 2023 Conference

Ontologies in Motion: A BFO-Based Approach to Knowledge Graph Construction for Motor Performance Research Data in Sports Science

Sarah Rebecca Ondraszek, Jörg Waitelonis, Katja Keller, Claudia Niessner, Anna M. Jacyszyn, Harald Sack

机构 * FIZ Karlsruhe – Leibniz Institute for Information Infrastructure（弗里堡-卡尔斯鲁厄信息基础设施研究所） ； Institute of Applied Informatics and Formal Description Methods (AIFB) of KIT（卡尔斯鲁厄理工学院应用信息学与形式描述方法研究所） ； Institute of Sports and Sports Science (IfSS) of KIT（卡尔斯鲁厄理工学院体育与体育科学研究所） 纠错

专题命中 仓库级理解 ：repository(abstract)；分类 cs.AI

Comments 10 pages, 2 figures. Camera-ready version. Accepted to the 5th International Workshop on Scientific Knowledge: Representation, Discovery, and Assessment; 2 November 2025 - Nara, Japan; co-located with The 24th International Semantic Web Conference, ISWC 2025. To be published in CEUR proceedings

Measuring the Effect of Disfluency in Multilingual Knowledge Probing Benchmarks

Kirill Semenov, Rico Sennrich

机构 * University of Zurich（苏黎世大学） 纠错

专题命中 仓库级理解 ：repository(abstract)；分类 cs.CL

A Hybrid Machine Learning Approach for Synthetic Data Generation with Post Hoc Calibration for Clinical Tabular Datasets

Md Ibrahim Shikder Mahin, Md Shamsul Arefin, Md Tanvir Hasan

机构 * organization= Department of Electrical \& Electronic Engineering, Bangladesh University of Business ； organization= Department of Electrical Engineering ； Computer Science, University of Michigan , country= United States 纠错

专题命中 仓库级理解 ：repository(abstract)；分类 cs.LG

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 仓库级理解 ：code generation(abstract)；分类 cs.CL

Comments 22 Pages

Journal ref ACL 2025

A Comprehensive Review of Recommender Systems: Transitioning from Theory to Practice

Shaina Raza, Mizanur Rahman, Safiullah Kamawal, Armin Toroghi, Ananya Raval, Farshad Navah, Amirmohammad Kazemeini

机构 * Vector Institute（向量研究所） ； Independent Researcher（独立研究者） 纠错

专题命中 仓库级理解 ：repository(abstract)；分类 cs.AI

Comments we quarterly update of this literature

Diffusion-DFL: Decision-focused Diffusion Models for Stochastic Optimization

Zihao Zhao, Christopher Yeh, Lingkai Kong, Kai Wang

机构 * Georgia Institute of Technology（佐治亚理工学院） ； California Institute of Technology（加州理工学院） ； Harvard University（哈佛大学） 纠错

专题命中 仓库级理解 ：repository(abstract)；分类 cs.LG

SenWave: A Fine-Grained Multi-Language Sentiment Analysis Dataset Sourced from COVID-19 Tweets

Qiang Yang, Xiuying Chen, Changsheng Ma, Rui Yin, Xin Gao, Xiangliang Zhang

机构 * King Abdullah University of Science and Technology（国王阿卜杜勒·阿齐兹科技大学） ； University Of Florida（佛罗里达大学） ； University of Notre Dame（诺特丹大学） 纠错

专题命中 仓库级理解 ：repository(abstract)；分类 cs.CL

Comments 13 pages, 13 figures, 6 tables

ExpertAgent: Enhancing Personalized Education through Dynamic Planning and Retrieval-Augmented Long-Chain Reasoning

Binrong Zhu, Guiran Liu, Nina Jiang

机构 * Department of Computer Science（计算机科学系） ； San Francisco State University（旧金山州立大学） ； Department of Mechanical & Industrial Engineering（机械与工业工程系） ； Louisiana State University（路易斯安那州立大学） 纠错

专题命中 仓库级理解 ：repository(abstract)；分类 cs.AI

Comments Manuscript previously submitted to the NeurIPS 2025 Workshop on Bridging Language, Agent, and World Models (LAW 2025)

How Grounded is Wikipedia? A Study on Structured Evidential Support and Retrieval

William Walden, Kathryn Ricci, Miriam Wanner, Zhengping Jiang, Chandler May, Rongkun Zhou, Benjamin Van Durme

机构 * Johns Hopkins University（约翰霍普金斯大学） 纠错

专题命中 仓库级理解 ：repository(abstract)；分类 cs.CL

Who Do You Think You Are? Creating RSE Personas from GitHub Interactions

Felicity Anderson, Julien Sindt, Neil Chue Hong

专题命中 仓库级理解 ：repository(abstract)；分类 cs.SE

Comments 36 pages. Invited extended paper of original poster at deRSE2025. To be published in ECEASST

Text Clustering as Classification with LLMs

Chen Huang, Guoxiu He

机构 * Singapore University of Technology and Design（新加坡科技设计大学） ； East China Normal University（华东师范大学） 纠错

专题命中 仓库级理解 ：repository(abstract)；分类 cs.CL

Comments 11 pages, 3 figures

A Unified Optimization Framework for Multiclass Classification with Structured Hyperplane Arrangements

Víctor Blanco, Harshit Kothari, James Luedtke

机构 * Institute of Mathematics (IMAG), Universidad de Granada（格拉纳达大学数学研究所） ； Dept. Industrial & Systems Engineering, University of Wisconsin-Madison（威斯康星大学麦迪逊分校工业与系统工程系） 纠错

专题命中 仓库级理解 ：repository(abstract)；分类 cs.LG

Comments 28 pages, 2 tables, 9 figures

EEG-based AI-BCI Wheelchair Advancement: A Brain-Computer Interfacing Wheelchair System Using Deep Learning Approach

Biplov Paneru, Bishwash Paneru, Bipul Thapa, Khem Narayan Poudyal

专题命中 仓库级理解 ：repository(abstract)；分类 cs.AI

Comments The paper contains the outdated data as well as incoconsistent results. Much work is required for its revision and republishing

A First Look at the Lifecycle of DL-Specific Self-Admitted Technical Debt

Gilberto Recupito, Vincenzo De Martino, Dario Di Nucci, Fabio Palomba

专题命中 仓库级理解 ：repository(abstract)；分类 cs.SE

Comments Accepted at the International Workshop of Software Quality Assurance for Artificial Intelligence 2025 (SQA4AI), Montréal, Canada

NoMod: A Non-modular Attack on Module Learning With Errors

Cristian Bassotto, Ermes Franch, Marina Krček, Stjepan Picek

机构 * Radboud University（拉博德大学） ； University of Bergen（卑尔根大学） 纠错

专题命中 仓库级理解 ：repository(abstract)；分类 cs.LG

SSTAG: Structure-Aware Self-Supervised Learning Method for Text-Attributed Graphs

Ruyue Liu, Rong Yin, Xiangzhen Bo, Xiaoshuai Hao, Yong Liu, Jinwen Zhong, Can Ma, Weiping Wang

机构 * Institute of Information Engineering, CAS（信息工程研究所，中国科学院） ； School of Cyberspace Security, UCAS（网络安全学院，中国科学院大学） ； Wuhan University of Technology（武汉理工大学） ； Xiaomi EV（小米汽车） ； Renmin University of China（中国人民大学） 纠错

专题命中 仓库级理解 ：repository(abstract)；分类 cs.CL

Comments Accepted by NeurIPS 2025

How Can Time Series Analysis Benefit From Multiple Modalities? A Survey and Outlook

Haoxin Liu, Harshavardhan Kamarthi, Zhiyuan Zhao, Shangqing Xu, Shiyu Wang, Qingsong Wen, Tom Hartvigsen, Fei Wang, B. Aditya Prakash

机构 * Georgia Institute of Technology（佐治亚理工学院） ； Bytedance Inc.（字节跳动公司） ； Squirrel AI, USA（squirrel AI 美国分公司） ； The University of Virginia（弗吉尼亚大学） ； Cornell University（康奈尔大学） 纠错

专题命中 仓库级理解 ：repository(abstract)；分类 cs.LG

Comments Github Repo: https://github.com/AdityaLab/MM4TSA Updated to include papers accepted by IJCAI25, KDD25, ICML25, NeurIPS25 4 figures or tables, 19 pages, 251 references