代码大模型 / AI 编程

tcrLM: a lightweight protein language model for predicting T cell receptor and epitope binding specificity

Xing Fang, Chenpeng Yu, Shiye Tian, Hui Liu

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

What About Our Bug? A Study on the Responsiveness of NPM Package Maintainers

Mohammadreza Saeidi, Ethan Thoma, Raula Gaikovina Kula, Gema Rodríguez-Pérez

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

Pattern-Aware Diffusion Synthesis of fMRI/dMRI with Tissue and Microstructural Refinement

Xiongri Shen, Jiaqi Wang, Yi Zhong, Zhenxi Song, Leilei Zhao, Yichen Wei, Lingyan Liang, Shuqiang Wang, Baiying Lei, Demao Deng, Zhiguo Zhang

机构 * Department of Computer Science and Technology, Harbin Institute of Technology（计算机科学与技术系，哈尔滨工业大学） ； School of Intelligence Science and Engineering, College of Artificial Intelligence, Harbin Institute of Technology（智能科学与工程学院，人工智能学院，哈尔滨工业大学） ； School of Biomedical Engineering, National-Regional Key Technology Engineering Laboratory for Medical Ultrasound, Guangdong Key Laboratory for Biomedical, Measurements and Ultrasound Imaging, Shenzhen University Medical School, Shenzhen University, Shenzhen, China（生物医学工程学院，医学超声关键技术工程实验室，广东生物医学、测量与超声成像重点实验室，深圳大学医学院，深圳大学，深圳，中国） ； Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences（深圳先进技术研究院，中国科学院） ； Department of Radiology, The People’s Hospital of Guangxi Zhuang Autonomous Region, Guangxi Academy of Medical Sciences（放射科，广西壮族自治区人民医院，广西医学院） 纠错

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

Launch-Day Diffusion: Tracking Hacker News Impact on GitHub Stars for AI Tools

Obada Kraishan

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

Comments 7 pages, 3 figures. Reproducible demonstration system with public code available at https://github.com/obadaKraishan/Launch-Day-Diffusion

GITER: A Git-Based Declarative Exchange Model Using Kubernetes-Style Custom Resources

Christos Tranoris

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

REINFORCE-ING Chemical Language Models for Drug Discovery

Morgan Thomas, Albert Bou, Jose Carlos Gómez-Tamayo, Gary Tresadern, Mazen Ahmad, Gianni De Fabritiis

机构 * Computational Science Laboratory, Universitat Pompeu Fabra, Barcelona Biomedical Research Park (PRBB), C Dr. Aiguader 88, 08003 Barcelona, Spain ； In Silico Discovery, Janssen Research \& Development, Janssen Pharmaceutica N. V., Turnhoutseweg 30, B-2340 Beerse, Belgium 纠错

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

Fuzzy Soft Set Theory based Expert System for the Risk Assessment in Breast Cancer Patients

Muhammad Sheharyar Liaqat

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

FTSmartAudit: A Knowledge Distillation-Enhanced Framework for Automated Smart Contract Auditing Using Fine-Tuned LLMs

Zhiyuan Wei, Jing Sun, Zijian Zhang, Xianhao Zhang, Zhe Hou

机构 * School of Computer Science and Technology（计算机科学与技术学院） ； Beijing Institute of Technology（北京理工大学） ； School of Computer Science（计算机科学学院） ； University of Auckland（奥克兰大学） ； School of Cyberspace Science and Technology（网络空间科学与技术学院） ； School of Information and Communication Technology（信息与通信技术学院） ； Griffith Univerity（格里菲斯大学） 纠错

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

Comments 18 pages, 7 figures

Curly Flow Matching for Learning Non-gradient Field Dynamics

Katarina Petrović, Lazar Atanackovic, Viggo Moro, Kacper Kapuśniak, İsmail İlkan Ceylan, Michael Bronstein, Avishek Joey Bose, Alexander Tong

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

Comments Accepted to NeurIPS 2025

Scalpel: Automotive Deep Learning Framework Testing via Assembling Model Components

Yinglong Zou, Juan Zhai, Chunrong Fang, An Guo, Jiawei Liu, Zhenyu Chen

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

Comments Accepted by the 48th IEEE/ACM International Conference on Software Engineering (ICSE 2026)

H3M-SSMoEs: Hypergraph-based Multimodal Learning with LLM Reasoning and Style-Structured Mixture of Experts

Peilin Tan, Liang Xie, Churan Zhi, Dian Tu, Chuanqi Shi

机构 * University of California, San Diego（加州大学圣迭戈分校） ； Wuhan University of Technology（武汉科技大学） 纠错

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

Mubeen AI: A Specialized Arabic Language Model for Heritage Preservation and User Intent Understanding

Mohammed Aljafari, Ismail Alturki, Ahmed Mori, Yehya Kadumi

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

Comments 21 pages, 2 figures, 3 tables. Includes appendices on ethical guidelines and training framework. Submitted September 04, 2025

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