ASE 2023
Mon 11 - Fri 15 September 2023 Kirchberg, Luxembourg
Tue 12 Sep 2023 13:54 - 14:06 at Room C - Testing AI Systems 2 Chair(s): Lwin Khin Shar
(MUTEN.pptx)1.30MiB

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
12m
Talk
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
12m
Talk
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
12m
Talk
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
12m
Research 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
12m
Talk
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
12m
Talk
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