Presentations and Talks

Invited Talks

• Nov 2021, Tutorial at CIKM 2021, Title: Adversarial Robustness of Deep Learning Theory, Algorithms, and Applications, The 30th ACM International Conference on Information and Knowledge Management, 1-5 Nov 2021, Hosted in Gold Coast, Queensland, Australia (Webpage)/

• Sep 2021, Tutorial at ECML/PKDD 2021, Title: Adversarial Robustness of Deep Learning Theory, Algorithms, and Applications, The European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECMLPKDD 2021), Virtual, 13-17 Sep, 2021 (Webpage)

• Aug 2021, Tutorial at IJCAI 2021, Title: Towards Robust Deep Learning Models: Verification, Falsification, and Rectification, The 30th International Joint Conference on Artificial Intelligence (IJCAI-21), 19-26 Aug, 2021 (Webpage)/

• Nov 2020, Tutorial at ICDM 2020, Title: Adversarial Robustness of Deep Learning: Theory, Algorithms, and Applications, The 20th IEEE International Conference on Data Mining (ICDM 2020) November 17-20, 2020, Sorrento, Italy (Webpage)

• Feb 2020, Talk at Prof Michael Sheng's group, Title: Safety Verification and Testing on Deep Neural Networks, Department of Computer Science, Macquarie University, Australia

• Dec 2019: Talk at Key Lab of High Confidence Software Technologies (Invited by Prof Zhi Jin from Peking University), Ministry of Education, Title: Adversarial Robustness of Deep Neural Networks, Peking University, China

• Mar 2019, Presentation at Centre for Intelligent Systems and their Applications (CISA), Title: Safety Verification and Testing on Deep Neural Networks and its Applications on Safety-critical Systems, School of Informatics, University of Edinburgh, UK

• Mar 2019, Presentation at Innovative Computing Group, Title: Robust and Explainable Deep Learning Models and their Applications on Internet-of-Health-Things, Department of Computer Science, Durham University, UK

• Jan 2019, Presentation at Reasoning and Planning Group, Title: Safety Verification and Reachability Analysis on Deep Neural Networks, Department of Informatics, King's College London, UK

• Jan 2019, Talk at Global Scientist Interdisciplinary Forum, Title: Safety Verification on Deep Learning Systems and its Applications on Digital Health, Department of Computer Science, Southern University of Science and Technology, CN

• Dec 2018, Talk at Young Scholars for PEIYANG Forum, Title: Safety Verification on Deep Learning Systems and its Applications on Digital Health, Department of Computing and Communications, Tianjin University

• Oct 2018, Presentation at Digital Health Group, Title: Safety Verification on Deep Learning and its Applications on Digital Health, Department of Computing and Communications, Lancaster University, UK

• Sep 2018, Talk at Verification of Autonomous Systems Group, Title: Safety Verification and Reachability Analysis on Deep Neural Networks, Department of Computing, Imperial College London, UK

• April 2018, Invited Lecture at Deep Learning Survey Course, Title: Reachability Analysis of Deep Neural Networks with Provable Guarantees, Department of Computer Science, University of Oxford, UK

• July 2017, Talk in Prof. Marta Kwiatkowska's Group, Batteryless and Sensorless Human Localization and Gesture Recognition: Enabling the Independent Living for the Elderly, Department of Computer Science, University of Oxford, UK

• July 2015, Talk at Internet-of-Things Tech Centre, Title: RFID-based Human Indoor Localization and Activity Recognition for Supporting the Independent Living of the Elderly, Tsinghua National Lab for Information Science and Technology, Tsinghua University, CN

Presentations in Conferences

• IJCAI 2018, UbiComp 2016, CIKM 2016, ADMA 2016, CIKM 2014, etc.