AI Agent

Exploring and Lifting the Robustness of LLM-powered Automated Program Repair with Metamorphic Testing

Pengyu Xue, Linhao Wu, Zhen Yang, Zhongxing Yu, Zhi Jin, Ge Li, Yan Xiao, Shuo Liu, Xinyi Li, Hongyi Lin, Jingwen Wu

专题命中 软件智能体 ：workflow(abstract)；分类 cs.SE

FastMap: Fast Queries Initialization Based Vectorized HD Map Reconstruction Framework

Haotian Hu, Jingwei Xu, Fanyi Wang, Toyota Li, Yaonong Wang, Laifeng Hu, Zhiwang Zhang

专题命中 软件智能体 ：planning(abstract)；分类 cs.AI

PyPackIT: Automated Research Software Engineering for Scientific Python Applications on GitHub

Armin Ariamajd, Raquel López-Ríos de Castro, Andrea Volkamer

专题命中 软件智能体 ：workflow(abstract)；分类 cs.SE

Comments 16 pages, 5 figures, 8 tables

CodeArena: A Collective Evaluation Platform for LLM Code Generation

Mingzhe Du, Anh Tuan Luu, Bin Ji, Xiaobao Wu, Dong Huang, Terry Yue Zhuo, Qian Liu, See-Kiong Ng

专题命中 软件智能体 ：workflow(abstract)；分类 cs.SE

Random Latent Exploration for Deep Reinforcement Learning

Srinath Mahankali, Zhang-Wei Hong, Ayush Sekhari, Alexander Rakhlin, Pulkit Agrawal

专题命中 软件智能体 ：agent(abstract)；分类 cs.LG

Comments Presented at ICML 2024, added link to project website

FACT or Fiction: Can Truthful Mechanisms Eliminate Federated Free Riding?

Marco Bornstein, Amrit Singh Bedi, Abdirisak Mohamed, Furong Huang

专题命中 软件智能体 ：agent(abstract)；分类 cs.LG

Comments NeurIPS 2024, 20 pages, 7 figures

Investigating Issues that Lead to Code Technical Debt in Machine Learning Systems

Rodrigo Ximenes, Antonio Pedro Santos Alves, Tatiana Escovedo, Rodrigo Spinola, Marcos Kalinowski

专题命中 软件智能体 ：workflow(abstract)；分类 cs.SE

Comments To appear in the 2025 4th IEEE/ACM International Conference on AI Engineering - Software Engineering for AI, CAIN 2025

Mean-Field Bayesian Optimisation

Petar Steinberg, Juliusz Ziomek, Matej Jusup, Ilija Bogunovic

专题命中 软件智能体 ：agent(abstract)；分类 cs.LG

Comments 16 pages, 5 figures, 2 tables

A technique to jointly estimate depth and depth uncertainty for unmanned aerial vehicles

Michaël Fonder, Marc Van Droogenbroeck

专题命中 软件智能体 ：planning(abstract)；分类 cs.AI

Comments The code is available at https://github.com/michael-fonder/M4DepthU

OMNI-EPIC: Open-endedness via Models of human Notions of Interestingness with Environments Programmed in Code

Maxence Faldor, Jenny Zhang, Antoine Cully, Jeff Clune

专题命中 软件智能体 ：agent(abstract)；分类 cs.AI

Contextual bandits with entropy-based human feedback

Raihan Seraj, Lili Meng, Tristan Sylvain

专题命中 软件智能体 ：agent(abstract)；分类 cs.AI

STRIDE: Automating Reward Design, Deep Reinforcement Learning Training and Feedback Optimization in Humanoid Robotics Locomotion

Zhenwei Wu, Jinxiong Lu, Yuxiao Chen, Yunxin Liu, Yueting Zhuang, Luhui Hu

专题命中 软件智能体 ：agentic(abstract)；分类 cs.LG

Trustworthy Distributed Certification of Program Execution

Alex Wolf, Marco Edoardo Palma, Pasquale Salza, Harald C. Gall

专题命中 软件智能体 ：workflow(abstract)；分类 cs.SE

DropMicroFluidAgents (DMFAs): Autonomous Droplet Microfluidic Research Framework Through Large Language Model Agents

Dinh-Nguyen Nguyen, Raymond Kai-Yu Tong, Ngoc-Duy Dinh

专题命中 软件智能体 ：agent(abstract)；分类 cs.AI

Characterising Simulation-Based Program Equilibria

Emery Cooper, Caspar Oesterheld, Vincent Conitzer

专题命中 软件智能体 ：AI agent(abstract)；分类 cs.AI

A Mixed-Integer Conic Program for the Moving-Target Traveling Salesman Problem based on a Graph of Convex Sets

Allen George Philip, Zhongqiang Ren, Sivakumar Rathinam, Howie Choset

专题命中 软件智能体 ：agent(abstract)；分类 cs.AI

Comments 7 pages, 4 figures

Journal ref "A Mixed-Integer Conic Program for the Moving-Target Traveling Salesman Problem based on a Graph of Convex Sets," 2024 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2024, pp. 8847-8853

SST-EM: Advanced Metrics for Evaluating Semantic, Spatial and Temporal Aspects in Video Editing

Varun Biyyala, Bharat Chanderprakash Kathuria, Jialu Li, Youshan Zhang

专题命中 软件智能体 ：agent(abstract)；分类 cs.CL

Comments WACV workshop

Retrieval-Augmented Dialogue Knowledge Aggregation for Expressive Conversational Speech Synthesis

Rui Liu, Zhenqi Jia, Feilong Bao, Haizhou Li

专题命中 软件智能体 ：agent(abstract)；分类 cs.CL

Comments Accepted by Information Fusion 2025

Advancing ALS Applications with Large-Scale Pre-training: Dataset Development and Downstream Assessment

Haoyi Xiu, Xin Liu, Taehoon Kim, Kyoung-Sook Kim

专题命中 软件智能体 ：planning(abstract)；分类 cs.AI

Automated Code Review In Practice

Umut Cihan, Vahid Haratian, Arda İçöz, Mert Kaan Gül, Ömercan Devran, Emircan Furkan Bayendur, Baykal Mehmet Uçar, Eray Tüzün

专题命中 软件智能体 ：agent(abstract)；分类 cs.SE

Comments To be presented at ICSE 2025 47th International Conference on Software Engineering, Software Engineering in Practice (SEIP) Track

Listening to Patients: A Framework of Detecting and Mitigating Patient Misreport for Medical Dialogue Generation

Lang Qin, Yao Zhang, Hongru Liang, Adam Jatowt, Zhenglu Yang

专题命中 软件智能体 ：agent(abstract)；分类 cs.CL

A Divide-Align-Conquer Strategy for Program Synthesis

Jonas Witt, Sebastijan Dumančić, Tias Guns, Claus-Christian Carbon

专题命中 软件智能体 ：agent(abstract)；分类 cs.AI

Comments 11 pages, 9 figures

CKGFuzzer: LLM-Based Fuzz Driver Generation Enhanced By Code Knowledge Graph

Hanxiang Xu, Wei Ma, Ting Zhou, Yanjie Zhao, Kai Chen, Qiang Hu, Yang Liu, Haoyu Wang

专题命中 软件智能体 ：agent(abstract)；分类 cs.SE

Comments 12 pages, 3 figures

Generating Move Smart Contracts based on Concepts

Rabimba Karanjai, Sam Blackshear, Lei Xu, Weidong Shi

专题命中 软件智能体 ：planning(abstract)；分类 cs.SE

Effective Reward Specification in Deep Reinforcement Learning

Julien Roy

专题命中 软件智能体 ：agent(abstract)；分类 cs.LG

Risk-aware Classification via Uncertainty Quantification

Murat Sensoy, Lance M. Kaplan, Simon Julier, Maryam Saleki, Federico Cerutti

专题命中 软件智能体 ：autonomous agent(abstract)；分类 cs.LG

Comments Accepted for publication in Expert Systems with Applications

An Effective Framework to Help Large Language Models Handle Numeric-involved Long-context Tasks

Yijiong Yu

专题命中 软件智能体 ：workflow(abstract)；分类 cs.CL

Can Large Language Models Serve as Evaluators for Code Summarization?

Yang Wu, Yao Wan, Zhaoyang Chu, Wenting Zhao, Ye Liu, Hongyu Zhang, Xuanhua Shi, Philip S. Yu

专题命中 软件智能体 ：agent(abstract)；分类 cs.SE

Few-shot Multispectral Segmentation with Representations Generated by Reinforcement Learning

Dilith Jayakody, Thanuja Ambegoda

专题命中 软件智能体 ：agent(abstract)；分类 cs.LG

Comments Accepted to BMVC 2024

Fixing Security Vulnerabilities with AI in OSS-Fuzz

Yuntong Zhang, Jiawei Wang, Dominic Berzin, Martin Mirchev, Dongge Liu, Abhishek Arya, Oliver Chang, Abhik Roychoudhury

专题命中 软件智能体 ：agent(abstract)；分类 cs.SE