代码大模型 / AI 编程

OpenReview Should be Protected and Leveraged as a Community Asset for Research in the Era of Large Language Models

Hao Sun, Yunyi Shen, Mihaela van der Schaar

机构 * University of Cambridge（剑桥大学） ； MIT（麻省理工学院） 纠错

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

Implicit Dynamical Flow Fusion (IDFF) for Generative Modeling

Mohammad R. Rezaei, Milos R. Popovic, Milad Lankarany, Rahul G. Krishnan

机构 * University of Toronto（多伦多大学） ； Vector Institute（向量研究所） 纠错

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

LLMs with Industrial Lens: Deciphering the Challenges and Prospects -- A Survey

Ashok Urlana, Charaka Vinayak Kumar, Ajeet Kumar Singh, Bala Mallikarjunarao Garlapati, Srinivasa Rao Chalamala, Rahul Mishra

机构 * TCS Research（塔塔咨询服务研究所） ； IIIT Hyderabad（IIIT海得拉巴） 纠错

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

Comments 25 pages, 7 figures

Chain-of-Thought for Autonomous Driving: A Comprehensive Survey and Future Prospects

Yixin Cui, Haotian Lin, Shuo Yang, Yixiao Wang, Yanjun Huang, Hong Chen

机构 * School of Automotive Studies, Tongji University（同济大学汽车学院） ； School of Physics Science and Engineering, Tongji University（同济大学物理科学与工程学院） ； Frontiers Science Center for Intelligent Autonomous Systems（智能自主系统前沿科学中心） ； College of Electronics and Information Engineering（电子信息学院） ； Clean Energy Automotive Engineering Center（清洁能源汽车工程中心） 纠错

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

Comments 18 pages, 6 figures

Get Experience from Practice: LLM Agents with Record & Replay

Erhu Feng, Wenbo Zhou, Zibin Liu, Le Chen, Yunpeng Dong, Cheng Zhang, Yisheng Zhao, Dong Du, Zhichao Hua, Yubin Xia, Haibo Chen

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

LLM Contribution Summarization in Software Projects

Rafael Corsi Ferrao, Fabio Roberto de Miranda, Diego Pavan Soler

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

ResearchBot: Bridging the Gap between Academic Research and Practical Programming Communities

Sahar Farzanehpour, Swetha Rajeev, Huayu Liang, Ritvik Prabhu, Chris Brown

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

Towards Mitigating API Hallucination in Code Generated by LLMs with Hierarchical Dependency Aware

Yujia Chen, Mingyu Chen, Cuiyun Gao, Zhihan Jiang, Zhongqi Li, Yuchi Ma

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

Comments Accepted by FSE 2025 Industry Track

Intelligent Product 3.0: Decentralised AI Agents and Web3 Intelligence Standards

Alex C. Y. Wong, Duncan McFarlane, C. Ellarby, M. Lee, M. Kuok

机构 * University of Cambridge（剑桥大学） ； RedBite Solutions Ltd（RedBite解决方案有限公司） 纠错

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

Comments 18 pages, 1 Figure, 3 Tables; Corrected typo in Section 3.4 heading

Lightweight Deep Learning Framework for Accurate Particle Flow Energy Reconstruction

Yu Wang, Yangguang Zhang, Shengxiang Lin, Xingyi Zhang, Han Zhang

机构 * School of Automation and Electrical Engineering, University of Science and Technology Beijing（北京科技大学自动化与电气工程学院） ； School of Control and Computer Engineering, North China Electric Power University（华北电力大学控制与计算机工程学院） ； Faculty of Electronic and Information Engineering, Xi’an Jiaotong University（西安交通大学电子与信息工程学院） ； School of Mechanical Engineering, Shanghai Jiao Tong University（上海交通大学机械工程学院） ； College of Aritificial Intelligence and Automation, Hohai University（河海大学人工智能与自动化学院） 纠错

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

Comments 12 pages, 8 figures

Compact and Efficient Neural Networks for Image Recognition Based on Learned 2D Separable Transform

Maxim Vashkevich, Egor Krivalcevich

机构 * Belarusian State University of Informatics and Radioelectronics（白俄罗斯信息与无线电电子国立大学） 纠错

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

Comments 6 pages, 9 figures

Latent Manifold Reconstruction and Representation with Topological and Geometrical Regularization

Ren Wang, Pengcheng Zhou

机构 * Southern University of Science and Technology（南方科技大学） ； Shenzhen University of Advanced Technology（深圳先进技术大学） ； Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences（深圳先进技术研究所，中国科学院） 纠错

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

Comments 25 pages, 11 figures, 4 tables

An Empirical Study on the Impact of Gender Diversity on Code Quality in AI Systems

Shamse Tasnim Cynthia, Banani Roy

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

D-Tracker: Modeling Interest Diffusion in Social Activity Tensor Data Streams

Shingo Higashiguchi, Yasuko Matsubara, Koki Kawabata, Taichi Murayama, Yasushi Sakurai

机构 * SANKEN, Osaka University（SANKEN，大阪大学） 纠错

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

Comments ACM SIGKDD 2025 (KDD2025)

BinCoFer: Three-Stage Purification for Effective C/C++ Binary Third-Party Library Detection

Yayi Zou, Yixiang Zhang, Guanghao Zhao, Yueming Wu, Shuhao Shen, Cai Fu

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

Comments Accept by Journel of Systems & Software

Unsupervised outlier detection to improve bird audio dataset labels

Bruce Collins

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

Comments 27 pages, 9 figures

A Survey on LLM Test-Time Compute via Search: Tasks, LLM Profiling, Search Algorithms, and Relevant Frameworks

Xinzhe Li

机构 * Xinzhe Li 纠错

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

Comments TMLR (camera-ready). Details on https://openreview.net/forum?id=x9VQFjtOPS

Are We on the Same Page? Examining Developer Perception Alignment in Open Source Code Reviews

Yoseph Berhanu Alebachew, Minhyuk Ko, Chris Brown

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

Neural Combinatorial Optimization Algorithms for Solving Vehicle Routing Problems: A Comprehensive Survey with Perspectives

Xuan Wu, Di Wang, Lijie Wen, Yubin Xiao, Chunguo Wu, Yuesong Wu, Chaoyu Yu, Douglas L. Maskell, You Zhou

机构 * Key Laboratory of Symbolic Computation and Knowledge Engineering of Ministry of Education, College of Computer Science and Technology, Jilin university（教育部符号计算与知识工程重点实验室、计算机科学与技术学院、吉林大学） ； Joint NTU-UBC Research Centre of Excellence in Active Living for the Elderly（卓越老龄化主动生活联合研究中心） ； School of Software, Tsinghua University（软件学院、清华大学） ； College of Computing and Data Science, Nanyang Technological University（计算与数据科学学院、南洋理工大学） 纠错

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

Comments submitted to TNNLS

Analyzing the Accessibility of GitHub Repositories for PyPI and NPM Libraries

Alexandros Tsakpinis, Alexander Pretschner

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

Comments 6 pages, 3 figures, accepted at 28th edition of International Conference on Evaluation and Assessment in Software Engineering (EASE 2024)

MemLLM: Finetuning LLMs to Use An Explicit Read-Write Memory

Ali Modarressi, Abdullatif Köksal, Ayyoob Imani, Mohsen Fayyaz, Hinrich Schütze

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

Comments Published in Transactions on Machine Learning Research (TMLR)

NodeRAG: Structuring Graph-based RAG with Heterogeneous Nodes

Tianyang Xu, Haojie Zheng, Chengze Li, Haoxiang Chen, Yixin Liu, Ruoxi Chen, Lichao Sun

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

K-means Enhanced Density Gradient Analysis for Urban and Transport Metrics Using Multi-Modal Satellite Imagery

P. Tomkiewicz, J. Jaworski, P. Zielonka, A. Wilinski

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

Comments 16 pages, 6 figures

Semantic Commit: Helping Users Update Intent Specifications for AI Memory at Scale

Priyan Vaithilingam, Munyeong Kim, Frida-Cecilia Acosta-Parenteau, Daniel Lee, Amine Mhedhbi, Elena L. Glassman, Ian Arawjo

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

Comments 22 pages; 10 figures

Designing Large Foundation Models for Efficient Training and Inference: A Survey

Dong Liu, Yanxuan Yu, Yite Wang, Jing Wu, Zhongwei Wan, Sina Alinejad, Benjamin Lengerich, Ying Nian Wu

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

GOTHAM: Graph Class Incremental Learning Framework under Weak Supervision

Aditya Hemant Shahane, Prathosh A. P, Sandeep Kumar

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

HaPy-Bug -- Human Annotated Python Bug Resolution Dataset

Piotr Przymus, Mikołaj Fejzer, Jakub Narębski, Radosław Woźniak, Łukasz Halada, Aleksander Kazecki, Mykhailo Molchanov, Krzysztof Stencel

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

Asteroid Mining: ACT&Friends' Results for the GTOC 12 Problem

Dario Izzo, Marcus Märtens, Laurent Beauregard, Max Bannach, Giacomo Acciarini, Emmanuel Blazquez, Alexander Hadjiivanov, Jai Grover, Gernot Heißel, Yuri Shimane, Chit Hong Yam

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

Journal ref Astrodynamics Vol. 9, 19-40, 2025

Talk2X -- An Open-Source Toolkit Facilitating Deployment of LLM-Powered Chatbots on the Web

Lars Krupp, Daniel Geißler, Peter Hevesi, Marco Hirsch, Paul Lukowicz, Jakob Karolus

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

Enhancing Indoor Mobility with Connected Sensor Nodes: A Real-Time, Delay-Aware Cooperative Perception Approach

Minghao Ning, Yaodong Cui, Yufeng Yang, Shucheng Huang, Zhenan Liu, Ahmad Reza Alghooneh, Ehsan Hashemi, Amir Khajepour

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

Journal ref 2024 IEEE 27th International Conference on Intelligent Transportation Systems (ITSC)