RAG / 检索增强生成

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

Does Your Voice Assistant Remember? Analyzing Conversational Context Recall and Utilization in Voice Interaction Models

Heeseung Kim, Che Hyun Lee, Sangkwon Park, Jiheum Yeom, Nohil Park, Sangwon Yu, Sungroh Yoon

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

Comments ACL 2025 Findings, Project Page: https://contextdialog.github.io/

Rethinking Code Review Workflows with LLM Assistance: An Empirical Study

Fannar Steinn Aðalsteinsson, Björn Borgar Magnússon, Mislav Milicevic, Adam Nirving Davidsson, Chih-Hong Cheng

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

Incorporating Verification Standards for Security Requirements Generation from Functional Specifications

Xiaoli Lian, Shuaisong Wang, Hanyu Zou, Fang Liu, Jiajun Wu, Li Zhang

专题命中 检索器与排序 ：retriever(abstract)

Comments 23pages, FSE 2025

Shadow Wireless Intelligence: Large Language Model-Driven Reasoning in Covert Communications

Yuanai Xie, Zhaozhi Liu, Xiao Zhang, Shihua Zhang, Rui Hou, Minrui Xu, Ruichen Zhang, Dusit Niyato

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

Let's Ask GNN: Empowering Large Language Model for Graph In-Context Learning

Zhengyu Hu, Yichuan Li, Zhengyu Chen, Jingang Wang, Han Liu, Kyumin Lee, Kaize Ding

机构 * Northwestern University（西北大学） ； Worcester Polytechnic Institute（沃思堡理工大学） ； MeiTuan（美团） 纠错

专题命中 检索器与排序 ：retriever(abstract)

DesignRepair: Dual-Stream Design Guideline-Aware Frontend Repair with Large Language Models

Mingyue Yuan, Jieshan Chen, Zhenchang Xing, Aaron Quigley, Yuyu Luo, Tianqi Luo, Gelareh Mohammadi, Qinghua Lu, Liming Zhu

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

Comments 2025 IEEE/ACM 47th International Conference on Software Engineering (ICSE)

Give LLMs a Security Course: Securing Retrieval-Augmented Code Generation via Knowledge Injection

Bo Lin, Shangwen Wang, Yihao Qin, Liqian Chen, Xiaoguang Mao

专题命中 检索器与排序 ：retriever(abstract)

RiskRAG: A Data-Driven Solution for Improved AI Model Risk Reporting

Pooja S. B. Rao, Sanja Šćepanović, Ke Zhou, Edyta Paulina Bogucka, Daniele Quercia

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

Unleashing the Power of LLM to Infer State Machine from the Protocol Implementation

Haiyang Wei, Ligeng Chen, Zhengjie Du, Yuhan Wu, Haohui Huang, Yue Liu, Guang Cheng, Fengyuan Xu, Linzhang Wang, Bing Mao

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

Bugdar: AI-Augmented Secure Code Review for GitHub Pull Requests

John Naulty, Eason Chen, Joy Wang, George Digkas, Kostas Chalkias

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

Comments 4 pages, 1 figure, accepted at IEEE Conference on Artificial Intelligence (CAI) 2025

Streaming Video Question-Answering with In-context Video KV-Cache Retrieval

Shangzhe Di, Zhelun Yu, Guanghao Zhang, Haoyuan Li, Tao Zhong, Hao Cheng, Bolin Li, Wanggui He, Fangxun Shu, Hao Jiang

专题命中 检索器与排序 ：retriever(abstract)

Comments Accepted to ICLR 2025. Code: https://github.com/Becomebright/ReKV

Improving Deep Assertion Generation via Fine-Tuning Retrieval-Augmented Pre-trained Language Models

Quanjun Zhang, Chunrong Fang, Yi Zheng, Yaxin Zhang, Yuan Zhao, Rubing Huang, Jianyi Zhou, Yun Yang, Tao Zheng, Zhenyu Chen

专题命中 检索器与排序 ：retriever(abstract)

Comments Accepted to ACM Transactions on Software Engineering and Methodology (TOSEM 2025)

A Note on Efficient Privacy-Preserving Similarity Search for Encrypted Vectors

Dongfang Zhao

专题命中 检索器与排序 ：vector search(abstract)

AI-Driven Electronic Health Records System for Enhancing Patient Data Management and Diagnostic Support in Egypt

Arwa Alorbany, Mariam Sheta, Ahmed Hagag, Mohamed Elshaarawy, Youssef Elharty, Ahmed Fares

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