RAG / 检索增强生成

SCRUTINEER: Detecting Logic-Level Usage Violations of Reusable Components in Smart Contracts

Xingshuang Lin, Binbin Zhao, Jinwen Wang, Qinge Xie, Xibin Zhao, Shouling Ji

专题命中 检索器与排序 ：retrieval-augmented generation(abstract)

GraphMASAL: A Graph-based Multi-Agent System for Adaptive Learning

Biqing Zeng, Mengquan Liu, Zongwei Zhen

专题命中 检索器与排序 ：dense retrieval(abstract)

Comments 9 pages, 3 figures,submitted to AAMAS 2026

Oh That Looks Familiar: A Novel Similarity Measure for Spreadsheet Template Discovery

Anand Krishnakumar, Vengadesh Ravikumaran

机构 * Ekimetrics 纠错

专题命中 检索器与排序 ：retrieval-augmented generation(abstract)

Comments 5 pages, 2 figures, Accepted to EurIPS'25: AI for Tabular Data Workshop

Towards LLM-Powered Task-Aware Retrieval of Scientific Workflows for Galaxy

Shamse Tasnim Cynthia, Banani Roy

专题命中 检索器与排序 ：vector search(abstract)

R2ComSync: Improving Code-Comment Synchronization with In-Context Learning and Reranking

Zhen Yang, Hongyi Lin, Xiao Yu, Jacky Wai Keung, Shuo Liu, Pak Yuen Patrick Chan, Yicheng Sun, Fengji Zhang

专题命中 检索器与排序 ：hybrid retrieval(abstract)

gem5 Co-Pilot: AI Assistant Agent for Architectural Design Space Exploration

Zuoming Fu, Alex Manley, Mohammad Alian

专题命中 检索器与排序 ：retrieval augmented generation(abstract)

Comments Accepted by CAMS25, October, 2025, Seoul, Republic of Korea

A Design Science Blueprint for an Orchestrated AI Assistant in Doctoral Supervision

Teo Susnjak, Timothy R. McIntosh, Tong Liu, Paul Watters

专题命中 检索器与排序 ：retrieval-augmented generation(abstract)

David vs. Goliath: A comparative study of different-sized LLMs for code generation in the domain of automotive scenario generation

Philipp Bauerfeind, Amir Salarpour, David Fernandez, Pedram MohajerAnsari, Johannes Reschke, Mert D. Pesé

机构 * Clemson University（克莱姆森大学） 纠错

专题命中 检索器与排序 ：retriever(abstract)

Uncertainty-Aware Trajectory Prediction via Rule-Regularized Heteroscedastic Deep Classification

Kumar Manas, Christian Schlauch, Adrian Paschke, Christian Wirth, Nadja Klein

机构 * Department of Mathematics and Computer Science, Freie Universität Berlin（自由大学柏林数学与计算机科学系） ； Continental Automotive Technologies GmbH, AI Lab Berlin（大陆汽车技术有限公司柏林AI实验室） ； Karlsruhe Institute of Technology, Scientific Computing Center, Methods for Big Data（卡尔斯鲁厄理工学院科学计算中心、大数据方法） ； Fraunhofer Institute for Open Communication Systems, Berlin, Germany（弗劳恩霍夫开放通信系统研究所，柏林德国） 纠错

专题命中 检索器与排序 ：retrieval-augmented generation(abstract)

Comments 17 Pages, 9 figures. Accepted to Robotics: Science and Systems(RSS), 2025

Journal ref Robotics: Science and Systems (RSS), 2025

Handling Open-Vocabulary Constructs in Formalizing Specifications: Retrieval-Augmented Parsing with Expert Knowledge

Mohammad Saqib Hasan, Sayontan Ghosh, Dhruv Verma, Geoff Kuenning, Erez Zadok, Scott A. Smolka, Niranjan Balasubramanian

专题命中 检索器与排序 ：retriever(abstract)

Comments Accepted to COLM 2024

Complementarity, Augmentation, or Substitutivity? The Impact of Generative Artificial Intelligence on the U.S. Federal Workforce

William G. Resh, Yi Ming, Xinyao Xia, Michael Overton, Gul Nisa Gürbüz, Brandon De Bruhl

专题命中 检索器与排序 ：retrieval-augmented generation(abstract)

Comments 53 pages, 9 figures, 3 tables

InReAcTable: LLM-Powered Interactive Visual Data Story Construction from Tabular Data

Gerile Aodeng, Guozheng Li, Yunshan Feng, Qiyang Chen, Yu Zhang, Chi Harold Liu

专题命中 检索器与排序 ：retrieval-augmented generation(abstract)

Comments 16 pages, 10 figures, accepted at ACM UIST 2025 (to appear)

Bridging Solidity Evolution Gaps: An LLM-Enhanced Approach for Smart Contract Compilation Error Resolution

Likai Ye, Mengliang Li, Dehai Zhao, Jiamou Sun, Xiaoxue Ren

专题命中 检索器与排序 ：knowledge retrieval(abstract)

Comments International Conference on Software Maintenance and Evolution (ICSME) 2025

GUARD:Dual-Agent based Backdoor Defense on Chain-of-Thought in Neural Code Generation

Naizhu Jin, Zhong Li, Tian Zhang, Qingkai Zeng

专题命中 检索器与排序 ：retrieval-augmented generation(abstract)

Comments Accepted by SEKE 2025

GUI-ReRank: Enhancing GUI Retrieval with Multi-Modal LLM-based Reranking

Kristian Kolthoff, Felix Kretzer, Christian Bartelt, Alexander Maedche, Simone Paolo Ponzetto

专题命中 检索器与排序 ：RAG(abstract)

Transportation Cyber Incident Awareness through Generative AI-Based Incident Analysis and Retrieval-Augmented Question-Answering Systems

Ostonya Thomas, Muhaimin Bin Munir, Jean-Michel Tine, Mizanur Rahman, Yuchen Cai, Khandakar Ashrafi Akbar, Md Nahiyan Uddin, Latifur Khan, Trayce Hockstad, Mashrur Chowdhury

专题命中 检索器与排序 ：retrieval augmented generation(abstract)

Comments This paper has been submitted to the Transportation Research Board (TRB) for consideration for presentation at the 2026 Annual Meeting

AutoLoRA: Automatic LoRA Retrieval and Fine-Grained Gated Fusion for Text-to-Image Generation

Zhiwen Li, Zhongjie Duan, Die Chen, Cen Chen, Daoyuan Chen, Yaliang Li, Yingda Chen

专题命中 检索器与排序 ：retriever(abstract)

G-DexGrasp: Generalizable Dexterous Grasping Synthesis Via Part-Aware Prior Retrieval and Prior-Assisted Generation

Juntao Jian, Xiuping Liu, Zixuan Chen, Manyi Li, Jian Liu, Ruizhen Hu

机构 * Shenzhen University（深圳大学） ； Dalian University of Technology（大连理工大学） ； Shandong University（山东大学） ； Shenyang University of Technology（沈阳理工大学） 纠错

专题命中 检索器与排序 ：retrieval-augmented generation(abstract)

Comments Accepted by ICCV 2025

Accelerating Automatic Program Repair with Dual Retrieval-Augmented Fine-Tuning and Patch Generation on Large Language Models

Hanyang Guo, Xiaoheng Xie, Hong-Ning Dai, Peng Di, Yu Zhang, Bishenghui Tao, Zibin Zheng

专题命中 检索器与排序 ：RAG(abstract)

PenTest2.0: Towards Autonomous Privilege Escalation Using GenAI

Haitham S. Al-Sinani, Chris J. Mitchell

专题命中 检索器与排序 ：retrieval-augmented generation(abstract)

Comments 45 pages, 23 figures

MrTrack: Register Mamba for Needle Tracking with Rapid Reciprocating Motion during Ultrasound-Guided Aspiration Biopsy

Yuelin Zhang, Qingpeng Ding, Long Lei, Yongxuan Feng, Raymond Shing-Yan Tang, Shing Shin Cheng

机构 * Department of Mechanical and Automation Engineering（机械与自动化工程系） ； Department of Computer Science and Engineering（计算机科学与工程系） ； Department of Medicine and Therapeutics and Institute of Digestive Disease（医学与治疗学系和消化疾病研究所） ； The Chinese University of Hong Kong（香港中文大学） 纠错

专题命中 检索器与排序 ：retriever(abstract)

Comments Early Accepted by MICCAI 2025

SAMURAI: Shape-Aware Multimodal Retrieval for 3D Object Identification

Dinh-Khoi Vo, Van-Loc Nguyen, Minh-Triet Tran, Trung-Nghia Le

机构 * University of Science, VNU-HCM（科学大学） 纠错

专题命中 检索器与排序 ：hybrid retrieval(abstract)

Towards the Autonomous Optimization of Urban Logistics: Training Generative AI with Scientific Tools via Agentic Digital Twins and Model Context Protocol

Haowen Xu, Yulin Sun, Jose Tupayachi, Olufemi Omitaomu, Sisi Zlatanova, Xueping Li

专题命中 检索器与排序 ：retrieval-augmented generation(abstract)

Are We Generalizing from the Exception? An In-the-Wild Study on Group-Sensitive Conversation Design in Human-Agent Interactions

Ana Müller, Sabina Jeschke, Anja Richert

机构 * Cologne Cobots Lab, TH Köln - University of Applied Sciences（科隆机器人实验室，TH Köln应用科学大学） ； KI Park e.V. & FAU - Friedrich-Alexander University of Erlangen-Nuremberg（KI Park协会与弗赖堡-艾森纳赫大学） 纠错

专题命中 检索器与排序 ：hybrid retrieval(abstract)

Comments Accepted as a regular paper at the 2025 IEEE International Conference on Robot and Human Interactive Communication (RO-MAN). \c{opyright} IEEE. This is the preprint version. The final version will appear in the IEEE proceedings

Protriever: End-to-End Differentiable Protein Homology Search for Fitness Prediction

Ruben Weitzman, Peter Mørch Groth, Lood Van Niekerk, Aoi Otani, Yarin Gal, Debora Marks, Pascal Notin

机构 * Department of Systems Biology, Harvard Medical School（系统生物学系，哈佛医学院） ； Department of Computer Science, University of Oxford（计算机科学系，牛津大学） ； Department of Computer Science, University of Copenhagen（计算机科学系，哥本哈根大学） ； Enzyme research, Novonesis（酶研究，Novonesis） 纠错

专题命中 检索器与排序 ：vector search(abstract)

Comments Accepted at ICML 2025

DTVM: Revolutionizing Smart Contract Execution with Determinism and Compatibility

Wei Zhou, Xiong Xu, Changzheng Wei, Ying Yan, Wei Tang, Zhihao Chen, Xuebing Huang, Wengang Chen, Jie Zhang, Yang Chen, Xiaofu Zheng, Hanghang Wu, Shenglong Chen, Ermei Wang, Xiangfei Chen, Yang Yu, Meng Wu, Tao Zhu, Liwei Yuan, Feng Yu, Alex Zhang, Wei Wang, Ji Luo, Zhengyu He, Wenbiao Zhao

专题命中 检索器与排序 ：retrieval-augmented generation(abstract)

TeleMoM: Consensus-Driven Telecom Intelligence via Mixture of Models

Xinquan Wang, Fenghao Zhu, Chongwen Huang, Zhaohui Yang, Zhaoyang Zhang, Sami Muhaidat, Chau Yuen, Mérouane Debbah

专题命中 检索器与排序 ：retrieval-augmented generation(abstract)

Comments 6 pages, 5 figures; accepted by 2025 IEEE VTC Fall

Beyond the Black Box: Interpretability of LLMs in Finance

Hariom Tatsat, Ariye Shater

机构 * Barclays（巴克莱银行） 纠错

专题命中 检索器与排序 ：knowledge retrieval(abstract)

Comments 28 pages, 15 figures

ROAD: Responsibility-Oriented Reward Design for Reinforcement Learning in Autonomous Driving

Yongming Chen, Miner Chen, Liewen Liao, Mingyang Jiang, Xiang Zuo, Hengrui Zhang, Yuchen Xi, Songan Zhang

机构 * Global Institute of Future Technology（未来技术全球研究院） ； Shanghai Jiao Tong University（上海交通大学） ； College of Humanities（人文学院） ； Department of Automation（自动化系） ； School of Aeronautics and Astronautics（航空宇航学院） 纠错

专题命中 检索器与排序 ：retrieval-augmented generation(abstract)

ChatHuman: Chatting about 3D Humans with Tools

Jing Lin, Yao Feng, Weiyang Liu, Michael J. Black

机构 * Max Planck Institute for Intelligent Systems（马克斯·普朗克智能系统研究所） ； Stanford University（斯坦福大学） ； Meshcapade ； Tsinghua University（清华大学） ； University of Cambridge（剑桥大学） 纠错

专题命中 检索器与排序 ：retrieval-augmented generation(abstract)

Comments Project page: https://chathuman.github.io