ASE 2023 (series) / Research Papers /
ATOM: Automated Black-Box Testing of Multi-Label Image Classification Systems
| (presentation_ATOM.pdf) | 7.70MiB |
Tue 12 SepDisplayed time zone: Amsterdam, Berlin, Bern, Rome, Stockholm, Vienna change
Tue 12 Sep
Displayed time zone: Amsterdam, Berlin, Bern, Rome, Stockholm, Vienna change
13:30 - 15:00 | Testing AI Systems 2NIER Track / Journal-first Papers / Research Papers at Room C Chair(s): Lwin Khin Shar Singapore Management University | ||
13:30 12mTalk | ATOM: Automated Black-Box Testing of Multi-Label Image Classification Systems Research Papers Shengyou Hu Nanjing University, Huayao Wu Nanjing University, Peng Wang Fudan University, Jing Chang Guangdong OPPO Mobile Telecommunications Corp.,Ltd., Yongjun Tu Guangdong OPPO Mobile Telecommunications Corp.,Ltd., Xiu Jiang Guangdong OPPO Mobile Telecommunications Corp.,Ltd., Xintao Niu Nanjing University, Changhai Nie Nanjing University Pre-print Media Attached File Attached | ||
13:42 12mTalk | Automating Bias Testing of LLMs NIER Track Sergio Morales Universitat Oberta de Catalunya, Robert Clarisó Universitat Oberta de Catalunya, Jordi Cabot Luxembourg Institute of Science and Technology Pre-print File Attached | ||
13:54 12mTalk | MUTEN: Mutant-Based Ensembles for Boosting Gradient-Based Adversarial Attack NIER Track Qiang Hu University of Luxembourg, Yuejun GUo Luxembourg Institute of Science and Technology, Maxime Cordy University of Luxembourg, Luxembourg, Mike Papadakis University of Luxembourg, Luxembourg, Yves Le Traon University of Luxembourg, Luxembourg File Attached | ||
14:06 12mResearch paper | Generative Model-Based Testing on Decision-Making Policies Research Papers Zhuo Li Kyushu University, Xiongfei Wu Kyushu University, Derui Zhu Technical University of Munich, Mingfei Cheng Singapore Management University, Siyuan Chen Kyushu University, Fuyuan Zhang Kyushu University, Xiaofei Xie Singapore Management University, Lei Ma University of Alberta, Jianjun Zhao Kyushu University File Attached | ||
14:18 12mTalk | Simulator-based Explanation and Debugging of Hazard-triggering Events in DNN-based Safety-critical Systems Journal-first Papers Hazem FAHMY University of Luxembourg, Fabrizio Pastore University of Luxembourg, Lionel Briand University of Luxembourg; University of Ottawa, Thomas Stifter IEE S.A. Link to publication DOI Pre-print File Attached | ||
14:30 12mTalk | Are We Ready to Embrace Generative AI for Software Q&A? NIER Track Bowen Xu North Carolina State University, Thanh-Dat Nguyen University of Melbourne, Le-Cong Thanh The University of Melbourne, Thong Hoang CSIRO's Data61, Jiakun Liu Singapore Management University, Kisub Kim Singapore Management University, Singapore, Chen GONG University of Virginia, Changan Niu Software Institute, Nanjing University, Chenyu Wang Singapore Management University, Xuan-Bach D. Le University of Melbourne, David Lo Singapore Management University | ||