报告题目: Recent Progress in Neural Program Repair
报告时间:2024年01月04日(周四)上午10:00
报告地点:44118太阳成城集团B404会议室
报告人:Martin Monperrus
报告人国籍:法国
报告人单位:瑞典皇家理工学院
报告人简介: Martin Monperrus是瑞典皇家理工学院教授(KTH,位于瑞典斯德哥尔摩)。研究兴趣是包括自动程序修复、代码智能和程序加固等软件工程领域。他曾是法国国家信息与自动化研究所里尔北欧分部(INRIA Lille-Nord Europe)副教授。他在雷恩大学(法国)获得博士学位,是达姆施塔特工业大学(德国)博士后。主页:https://www.monperrus.net/martin/
Martin Monperrus is Professor of Software Technology at KTH Royal Institute of Technology, in Stockholm (Sweden). His research lies in the field of software engineering with a focus on automatic program repair, AI on code and program hardening. He received a Ph.D. from the University of Rennes (France).Homepage: https://www.monperrus.net/martin/
报告摘要:神经程序修复通过神经网络和近期的大语言模型产生程序补丁。报告介绍讲者在该领域的近期贡献,着重介绍表征设计、网络训练和目的性强的有效性评估方面的挑战。
Neural Program Repair consists of producing software patches with neural networks and recently large language models. We will present an overview of our recent contributions in the space, highlighting the key challenges in designing representations, training networks and meaningfully evaluating effectiveness.
邀请人:玄跻峰、辛奇