SANER 2024 (series) / Reproducibility Studies and Negative Results (RENE) Track /
On the Stability and Applicability of Deep Learning in Fault Localization
Thu 14 MarDisplayed time zone: Athens change
Thu 14 Mar
Displayed time zone: Athens change
14:00 - 15:30 | Defect Prediction and Analysis IIResearch Papers / Industrial Track / Reproducibility Studies and Negative Results (RENE) Track at KURU Chair(s): Masud Rahman Dalhousie University | ||
14:00 15mTalk | Online Contrastive Learning for Business Fault Root Cause Localization Based on Incident Tickets Industrial Track Xiaosong Huang Peking university, Hongyi Liu Peking university, Yifan Wu Peking University, Yujin Zhao Peking university, Changlong Wu Alibaba Group, Songlin Zhang Alibaba Group, Ling Jiang Alibaba Group, Tong Jia Institute for Artificial Intelligence, Peking University, Beijing, China, Ying Li School of Software and Microelectronics, Peking University, Beijing, China, Zhonghai Wu Peking University | ||
14:15 15mTalk | On The Effectiveness of One-Class Support Vector Machine in Different Defect Prediction Scenarios Reproducibility Studies and Negative Results (RENE) Track Rebecca Moussa University College London, Danielle Azar Lebanese American University, Federica Sarro University College London | ||
14:30 15mTalk | On the Stability and Applicability of Deep Learning in Fault Localization Reproducibility Studies and Negative Results (RENE) Track Viktor Csuvik Department of Software Engineering, MTA-SZTE Research Group on Artificial Intelligence, University of Szeged, Szeged, Hungary, Roland Aszmann University of Szeged, Department of Software Engineering, Árpád Beszédes Department of Software Engineering, University of Szeged, Ferenc Horv�th University of Szeged, Department of Software Engineering, Tibor Gyimóthy University of Szeged, Hungary | ||
14:45 15mTalk | Learning Defect Prediction from Unrealistic Data Research Papers Kamel Alrashedy , Vincent J. Hellendoorn Carnegie Mellon University, Alessandro Orso Georgia Institute of Technology Pre-print | ||
15:00 15mTalk | Demystifying Faulty Code: Step-by-Step Reasoning for Explainable Fault Localization Research Papers Ratnadira Widyasari Singapore Management University, Singapore, Jia Wei Ang Singapore Management University, Truong Giang Nguyen Singapore Management University, Neil Sharma Singapore Management University, David Lo Singapore Management University | ||
15:15 15mTalk | TraceJIT: Evaluating the Impact of Behavioral Code Change on JIT Defect Prediction Research Papers Issei Morita Kyushu University, Yutaro Kashiwa Nara Institute of Science and Technology, Masanari Kondo Kyushu University, Jeongju Sohn University of Luxembourg, Shane McIntosh University of Waterloo, Yasutaka Kamei Kyushu University, Naoyasu Ubayashi Kyushu University Pre-print | ||