What Kinds of Contracts Do ML APIs Need? (ESEC/FSE 2023 - Journal First)

Sun 3 - Sat 9 December 2023 San Francisco, California, United States

Who

Samantha Syeda Khairunnesa, Shibbir Ahmed, Sayem Imtiaz, Hridesh Rajan, Gary T. Leavens

Track

ESEC/FSE 2023 Journal First

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When

Thu 7 Dec 2023 14:45 - 15:00 at Golden Gate C2 - Machine Learning V Chair(s): Prem Devanbu

Samantha Syeda Khairunnesa

Bradley University

United States

Shibbir Ahmed

Dept. of Computer Science, Iowa State University

United States

Sayem Imtiaz

Iowa State University

United States

Hridesh Rajan

Dept. of Computer Science, Iowa State University

United States

Gary T. Leavens

University of Central Florida

United States

This program is tentative and subject to change.

Time Zone

The program is currently displayed in (GMT-08:00) Pacific Time (US & Canada).

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The GMT offsets shown reflect the offsets at the moment of the conference.

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Session Program

Thu 7 Dec
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14:00 - 15:30	Machine Learning VResearch Papers / Ideas, Visions and Reflections / Journal First at Golden Gate C2 Chair(s): Prem Devanbu University of California at Davis

14:00 15m Talk		LExecutor: Learning-Guided Execution Research Papers Beatriz Souza Universität Stuttgart, Michael Pradel University of Stuttgart
14:15 15m Talk		Deeper Notions of Correctness in Image-based DNNs: Lifting Properties from Pixel to Entities Ideas, Visions and Reflections Felipe Toledo , David Shriver University of Virginia, Sebastian Elbaum University of Virginia, Matthew B Dwyer University of Virginia
14:30 15m Talk		Software Architecture Recovery with Information Fusion Research Papers Yiran Zhang Nanyang Technological University, Zhengzi Xu Nanyang Technological University, Chengwei Liu Nanyang Technological University, Hongxu Chen Huawei Technologies Co., Ltd., Sun Jianwen Huawei Technologies Co., Ltd, Dong Qiu Huawei Technologies Co., Ltd, Yang Liu Nanyang Technological University
14:45 15m Talk		What Kinds of Contracts Do ML APIs Need? Journal First Samantha Syeda Khairunnesa Bradley University, Shibbir Ahmed Dept. of Computer Science, Iowa State University, Sayem Imtiaz Iowa State University, Hridesh Rajan Dept. of Computer Science, Iowa State University, Gary T. Leavens University of Central Florida
15:00 15m Talk		Evaluating Transfer Learning for Simplifying GitHub READMEs Research Papers Haoyu Gao The University of Melbourne, Christoph Treude University of Melbourne, Mansooreh Zahedi The Univeristy of Melbourne
15:15 15m Talk		[Remote] CodeMark: Imperceptible Watermarking for Code Datasets against Neural Code Completion Models Research Papers Zhensu Sun Singapore Management University, Xiaoning Du Monash University, Australia, Fu Song State Key Laboratory of Computer Science, Institute of Software, Chinese Academy of Sciences, and University of Chinese Academy of Sciences Beijing, China, Li Li Beihang University Pre-print