ICSE 2020 (series) / Demonstrations / EvalDNN: A Toolbox for Evaluating Deep Neural Network Models
EvalDNN: A Toolbox for Evaluating Deep Neural Network ModelsDemo
Tue 7 Jul 2020 08:32 - 08:35 at Goguryeo - I5-Deep Learning Testing and Debugging Chair(s): Pooyan Jamshidi
Tue 7 Jul 2020 09:10 - 10:00 at Live Demo Room - ID1-Live Demos
Tue 7 Jul 2020 09:10 - 10:00 at Live Demo Room - ID1-Live Demos
Tue 7 JulDisplayed time zone: (UTC) Coordinated Universal Time change
Tue 7 Jul
Displayed time zone: (UTC) Coordinated Universal Time change
08:05 - 09:05 | I5-Deep Learning Testing and DebuggingTechnical Papers / Demonstrations at Goguryeo Chair(s): Pooyan Jamshidi University of South Carolina | ||
08:05 12mTalk | DISSECTOR: Input Validation for Deep Learning Applications by Crossing-layer DissectionTechnical Technical Papers Huiyan Wang State Key Lab. for Novel Software Tech. and Dept. of Comp. Sci. and Tech., Nanjing University, Nanjing, China, Jingwei Xu Nanjing University, Chang Xu Nanjing University, Xiaoxing Ma Nanjing University, Jian Lu Nanjing University | ||
08:17 12mTalk | White-box Fairness Testing through Adversarial Sampling Technical Papers Peixin Zhang Zhejiang University, Jingyi Wang National University of Singapore, Singapore, Jun Sun Singapore Management University, Guoliang Dong Computer College of Zhejiang University, Xinyu Wang Zhejiang University, Xingen Wang Zhejiang University, Jin Song Dong National University of Singapore, Dai Ting Huawei Corporation | ||
08:29 3mTalk | FeatureNET: Diversity-driven Generation of Deep Learning ModelsDemo Demonstrations Salah Ghamizi SntT - University of Luxembourg, Maxime Cordy SnT, University of Luxembourg, Mike Papadakis University of Luxembourg, Yves Le Traon University of Luxembourg | ||
08:32 3mTalk | EvalDNN: A Toolbox for Evaluating Deep Neural Network ModelsDemo Demonstrations Yongqiang TIAN The Hong Kong University of Science and Technology, Zhihua Zeng Zhejiang University, Ming Wen Huazhong University of Science and Technology, China, Yepang Liu Southern University of Science and Technology, Tzu-yang Kuo The Hong Kong University of Science and Technology, Shing-Chi Cheung Department of Computer Science and Engineering, The Hong Kong University of Science and Technology | ||
08:35 12mTalk | Taxonomy of Real Faults in Deep Learning Systems Technical Papers Nargiz Humbatova Università della Svizzera italiana, Gunel Jahangirova Università della Svizzera italiana, Gabriele Bavota Università della Svizzera italiana, Vincenzo Riccio Università della Svizzera italiana, Andrea Stocco Università della Svizzera italiana, Paolo Tonella Università della Svizzera italiana | ||
08:47 12mTalk | An Empirical Study on Program Failures of Deep Learning Jobs Technical Papers Ru Zhang Microsoft Research, Wencong Xiao Alibaba, Hongyu Zhang University of Newcastle, Australia, Yu Liu Microsoft Research, Haoxiang Lin Microsoft Research, Mao Yang Microsoft Research DOI Pre-print | ||
09:10 - 10:00 | |||
09:10 50mTalk | SimilarAPI: Mining Analogical APIs for Library MigrationDemo Demonstrations Chunyang Chen Monash University | ||
09:10 50mTalk | EvalDNN: A Toolbox for Evaluating Deep Neural Network ModelsDemo Demonstrations Yongqiang TIAN The Hong Kong University of Science and Technology, Zhihua Zeng Zhejiang University, Ming Wen Huazhong University of Science and Technology, China, Yepang Liu Southern University of Science and Technology, Tzu-yang Kuo The Hong Kong University of Science and Technology, Shing-Chi Cheung Department of Computer Science and Engineering, The Hong Kong University of Science and Technology | ||
09:10 50mTalk | An SLR-Tool: Search Process in PracticeDemo Demonstrations Andreas Hinderks University of Seville, Francisco José Domínguez Mayo University of Seville, Jörg Thomaschewski University of Applied Sciences Emden/Leer, María José Escalona University of Seville | ||
09:10 50mTalk | FeatureNET: Diversity-driven Generation of Deep Learning ModelsDemo Demonstrations Salah Ghamizi SntT - University of Luxembourg, Maxime Cordy SnT, University of Luxembourg, Mike Papadakis University of Luxembourg, Yves Le Traon University of Luxembourg | ||