代码大模型 / AI 编程

LiNo: Advancing Recursive Residual Decomposition of Linear and Nonlinear Patterns for Robust Time Series Forecasting

Guoqi Yu, Yaoming Li, Xiaoyu Guo, Dayu Wang, Zirui Liu, Shujun Wang, Tong Yang

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

Comments Under Review

Snoopy: Effective and Efficient Semantic Join Discovery via Proxy Columns

Yuxiang Guo, Yuren Mao, Zhonghao Hu, Lu Chen, Yunjun Gao

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

Comments Accepted by TKDE

FacaDiffy: Inpainting Unseen Facade Parts Using Diffusion Models

Thomas Froech, Olaf Wysocki, Yan Xia, Junyu Xie, Benedikt Schwab, Daniel Cremers, Thomas H. Kolbe

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

Comments Accepted for GeoSpatial Week 2025, ISPRS Annals

Auditing the Fairness of the US COVID-19 Forecast Hub's Case Prediction Models

Saad Mohammad Abrar, Naman Awasthi, Daniel Smolyak, Vanessa Frias-Martinez

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

JoLT: Joint Probabilistic Predictions on Tabular Data Using LLMs

Aliaksandra Shysheya, John Bronskill, James Requeima, Shoaib Ahmed Siddiqui, Javier Gonzalez, David Duvenaud, Richard E. Turner

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

Tracing Vulnerabilities in Maven: A Study of CVE lifecycles and Dependency Networks

Corey Yang-Smith, Ahmad Abdellatif

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

Comments 4 pages, 1 figure

Chronic Diseases Prediction Using ML

Sri Varsha Mulakala, G. Neeharika, P. Vinay Kumar, A. Bhargava Kiran

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

FORTE: An Open-Source System for Cost-Effective and Scalable Environmental Monitoring

Zoe Pfister, Michael Vierhauser, Alzbeta Medvedova, Marie Schroeder, Markus Rampp, Adrian Kronenberg, Albin Hammerle, Georg Wohlfahrt, Alexandra Jäger, Ruth Breu, Alois Simon

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

Data Augmentation to Improve Large Language Models in Food Hazard and Product Detection

Areeg Fahad Rasheed, M. Zarkoosh, Shimam Amer Chasib, Safa F. Abbas

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

Out-of-Distribution Detection on Graphs: A Survey

Tingyi Cai, Yunliang Jiang, Yixin Liu, Ming Li, Changqin Huang, Shirui Pan

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

Comments 9 pages, 6 figures

SHACL-SKOS Based Knowledge Representation of Material Safety Data Sheet (SDS) for the Pharmaceutical Industry

Brian Lu, Dennis Pham, Ti-Chiun Chang, Michael Lovette, Terri Bui, Stephen Ma

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

Comments 8 pages, 10 figures, IEEE ICSC

Grammar Control in Dialogue Response Generation for Language Learning Chatbots

Dominik Glandorf, Peng Cui, Detmar Meurers, Mrinmaya Sachan

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

Comments Accepted to NAACL 2025

PRKAN: Parameter-Reduced Kolmogorov-Arnold Networks

Hoang-Thang Ta, Duy-Quy Thai, Anh Tran, Grigori Sidorov, Alexander Gelbukh

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

Comments 24 pages

Detecting Backdoor Samples in Contrastive Language Image Pretraining

Hanxun Huang, Sarah Erfani, Yige Li, Xingjun Ma, James Bailey

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

Comments ICLR2025

Leveraging Interpolation Models and Error Bounds for Verifiable Scientific Machine Learning

Tyler Chang, Andrew Gillette, Romit Maulik

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

Journal ref Journal of Computational Physics, Vol. 524, March 2025, 113726

SiriuS: Self-improving Multi-agent Systems via Bootstrapped Reasoning

Wanjia Zhao, Mert Yuksekgonul, Shirley Wu, James Zou

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

Gotham Dataset 2025: A Reproducible Large-Scale IoT Network Dataset for Intrusion Detection and Security Research

Othmane Belarbi, Theodoros Spyridopoulos, Eirini Anthi, Omer Rana, Pietro Carnelli, Aftab Khan

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

Comments 16 pages, 7 figures, 4 tables. Submitted at the Data in Brief journal

Innovating the software engineering class through multi-team development

Allan Brockenbrough

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

Comments 6 pages

Journal ref INTED2023 Proceedings. 2023; 1776-1781

An Empirical Study of Dotfiles Repositories Containing User-Specific Configuration Files

Wenhan Zhu, Michael W. Godfrey

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

RDMM: Fine-Tuned LLM Models for On-Device Robotic Decision Making with Enhanced Contextual Awareness in Specific Domains

Shady Nasrat, Myungsu Kim, Seonil Lee, Jiho Lee, Yeoncheol Jang, Seung-joon Yi

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

Classification of HI Galaxy Profiles Using Unsupervised Learning and Convolutional Neural Networks: A Comparative Analysis and Methodological Cases of Studies

Gabriel Jaimes-Illanes, Manuel Parra-Royon, Laura Darriba-Pol, Javier Moldón, Amidou Sorgho, Susana Sánchez-Expósito, Julián Garrido-Sánchez, Lourdes Verdes-Montenegro

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

Comments 5 pages, 3 figures

Reproducibility review of "Why Not Other Classes": Towards Class-Contrastive Back-Propagation Explanations

Arvid Eriksson, Anton Israelsson, Mattias Kallhauge

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

Hidden Entity Detection from GitHub Leveraging Large Language Models

Lu Gan, Martin Blum, Danilo Dessi, Brigitte Mathiak, Ralf Schenkel, Stefan Dietze

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

Comments accepted by KDD2024 workshop DL4KG

Machine Learning of polymer types from the spectral signature of Raman spectroscopy microplastics data

Sheela Ramanna, Danila Morozovskii, Sam Swanson, Jennifer Bruneau

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

Journal ref Advances in Artificial Intelligence and Machine Learning (AAIML) 2023

Continual Deep Reinforcement Learning with Task-Agnostic Policy Distillation

Muhammad Burhan Hafez, Kerim Erekmen

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

Comments Accepted for publication in Scientific Reports

A Live Extensible Ontology of Quality Factors for Textual Requirements

Julian Frattini, Lloyd Montgomery, Jannik Fischbach, Michael Unterkalmsteiner, Daniel Mendez, Davide Fucci

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

Comments 7 pages, 1 figure, requirements engineering conference

Visual Large Language Models for Generalized and Specialized Applications

Yifan Li, Zhixin Lai, Wentao Bao, Zhen Tan, Anh Dao, Kewei Sui, Jiayi Shen, Dong Liu, Huan Liu, Yu Kong

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

A Novel Approach using CapsNet and Deep Belief Network for Detection and Identification of Oral Leukopenia

Hirthik Mathesh GV, Kavin Chakravarthy M, Sentil Pandi S

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

Comments Accepted to IEEE International Conference on Advancement in Communication and Computing Technology (INOACC), will be held in Sai Vidya Institute of Technology, Bengaluru, Karnataka, India. (Preprint)

A Graph Neural Network deep-dive into successful counterattacks

Joris Bekkers, Amod Sahasrabudhe

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

Comments 11 pages, 11 figures, first submitted (and accepted) at MIT Sloan Sports Analytics Conference 2023

Graph-Driven Models for Gas Mixture Identification and Concentration Estimation on Heterogeneous Sensor Array Signals

Ding Wang, Lei Wang, Huilin Yin, Guoqing Gu, Zhiping Lin, Wenwen Zhang

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