AI Agent

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

A Survey On Enhancing Reinforcement Learning in Complex Environments: Insights from Human and LLM Feedback

Alireza Rashidi Laleh, Majid Nili Ahmadabadi

专题命中 软件智能体 ：agent(abstract)；分类 cs.LG

Instrumentation of Software Systems with OpenTelemetry for Software Visualization

Malte Hansen, Wilhelm Hasselbring

专题命中 软件智能体 ：agent(abstract)；分类 cs.SE

Comments submitted to SSP 2024, see https://www.performance-symposium.org/ssp-2024/program/

Newclid: A User-Friendly Replacement for AlphaGeometry

Vladmir Sicca, Tianxiang Xia, Mathïs Fédérico, Philip John Gorinski, Simon Frieder, Shangling Jui

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

Comments 51 pages

'Explaining RL Decisions with Trajectories': A Reproducibility Study

Karim Abdel Sadek, Matteo Nulli, Joan Velja, Jort Vincenti

专题命中 软件智能体 ：agent(abstract)；分类 cs.AI

Journal ref Transactions on Machine Learning Research, May 2024

Tangled Program Graphs as an alternative to DRL-based control algorithms for UAVs

Hubert Szolc, Karol Desnos, Tomasz Kryjak

专题命中 软件智能体 ：agent(abstract)；分类 cs.AI

Comments The papers was accepted for the 2024 Signal Processing: Algorithms, Architectures, Arrangements, and Applications (SPA) conference in Poznan, Poland

CIBench: Evaluating Your LLMs with a Code Interpreter Plugin

Chuyu Zhang, Songyang Zhang, Yingfan Hu, Haowen Shen, Kuikun Liu, Zerun Ma, Fengzhe Zhou, Wenwei Zhang, Xuming He, Dahua Lin, Kai Chen

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

Comments Under review. The first three authors contribute equally, and Songyang Zhang is the project leader

Fine Grained Insider Risk Detection

Birkett Huber, Casper Neo, Keiran Sampson, Alex Kantchelian, Brett Ksobiech, Yanis Pavlidis

专题命中 软件智能体 ：agent(abstract)；分类 cs.LG

Taking AI Welfare Seriously

Robert Long, Jeff Sebo, Patrick Butlin, Kathleen Finlinson, Kyle Fish, Jacqueline Harding, Jacob Pfau, Toni Sims, Jonathan Birch, David Chalmers

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

iVideoGPT: Interactive VideoGPTs are Scalable World Models

Jialong Wu, Shaofeng Yin, Ningya Feng, Xu He, Dong Li, Jianye Hao, Mingsheng Long

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

Comments NeurIPS 2024. Code is available at project website: https://thuml.github.io/iVideoGPT

Generating Code World Models with Large Language Models Guided by Monte Carlo Tree Search

Nicola Dainese, Matteo Merler, Minttu Alakuijala, Pekka Marttinen

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

Comments Accepted at NeurIPS 2024, Main Track. 11 pages in main text, 40 pages including references and supplementary materials. 2 figures and 3 tables in the main text, 9 figures and 12 tables when including the supplementary materials. Website at https://sites.google.com/view/code-world-models/home

A Modified Q-Learning Algorithm for Rate-Profiling of Polarization Adjusted Convolutional (PAC) Codes

Samir Kumar Mishra, Digvijay Katyal, Sarvesha Anegundi Ganapathi

专题命中 软件智能体 ：agent(abstract)；分类 cs.LG

Comments arXiv admin note: text overlap with arXiv:2011.04930 This work has been submitted to the IEEE for possible publication

CybORG++: An Enhanced Gym for the Development of Autonomous Cyber Agents

Harry Emerson, Liz Bates, Chris Hicks, Vasilios Mavroudis

专题命中 软件智能体 ：agent(abstract)；分类 cs.AI

Comments 8 pages, 3 figures and included appendix

Multi-Type Preference Learning: Empowering Preference-Based Reinforcement Learning with Equal Preferences

Ziang Liu, Junjie Xu, Xingjiao Wu, Jing Yang, Liang He

专题命中 软件智能体 ：agent(abstract)；分类 cs.LG

Comments 8 pages, 6 figures

StablePrompt: Automatic Prompt Tuning using Reinforcement Learning for Large Language Models

Minchan Kwon, Gaeun Kim, Jongsuk Kim, Haeil Lee, Junmo Kim

专题命中 软件智能体 ：agent(abstract)；分类 cs.CL

Comments EMNLP 2024 cam-ready

Target Pose Guided Whole-body Grasping Motion Generation for Digital Humans

Quanquan Shao, Yi Fang

专题命中 软件智能体 ：agent(abstract)；分类 cs.AI

Comments 7 pages,5 figures

LLM-Based Test-Driven Interactive Code Generation: User Study and Empirical Evaluation

Sarah Fakhoury, Aaditya Naik, Georgios Sakkas, Saikat Chakraborty, Shuvendu K. Lahiri

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

Comments IEEE Transactions on Software Engineering, vol. 50, no. 09, pp. 2254-2268, 2024

Journal ref in IEEE Transactions on Software Engineering, vol. 50, no. 09, pp. 2254-2268, 2024

Ruler: A Model-Agnostic Method to Control Generated Length for Large Language Models

Jiaming Li, Lei Zhang, Yunshui Li, Ziqiang Liu, yuelin bai, Run Luo, Longze Chen, Min Yang

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

Speech-Copilot: Leveraging Large Language Models for Speech Processing via Task Decomposition, Modularization, and Program Generation

Chun-Yi Kuan, Chih-Kai Yang, Wei-Ping Huang, Ke-Han Lu, Hung-yi Lee

专题命中 软件智能体 ：agent(abstract)；分类 cs.CL

Comments Accepted to SLT 2024