Tianle Zhang

Tianle Zhang

PhD Student in Computer Science

University of Liverpool

Biography

I am currently a final-year Ph.D student supervised by Dr. Wenjie Ruan and Prof. Jonathan Fieldsend at Trustworthy AI Lab, University of Liverpool. Concurrently, I am a Research Associate at the Trustworthy ACPS Lab in University of Liverpool advised by Prof. Xiaowei Huang.

Previously, I received my Master degree, supervised by Prof.Muzhou Hou in Statistics from the School of Mathematics and Statistics, Central South University, China. During this period, I also did a three-month research work advised by Prof.Xin Li in the University of Central Florida, America as a visiting scholar. Before that, I obtained my bachelor’s degree in Information and Computing Science from the School of Mathematics and Statistics, Central South University, China.

My research interests are diverse and deeply rooted in the field of trust and reliable artificial intelligence, with a specific focus on: (i) Robustness and Safety on Deep Neural Networks; (ii) Trustworthiness on Large Language Models; (iii) Machine Learning, Statistical Learning and their applications.

Download my resumé.

Interests

  • Artificial Intelligence
  • Trustworthiness on Deep Learning
  • Machine Learning and Statistical Learning

Education

  • PhD in Computer Science, 2023-Present

    University of Liverpool

  • PhD in Computer Science, 2020-2022

    University of Exeter

  • MSc in Statistics, 2017-2020

    Central South University

  • BSc in Information and Computing Science, 2013-2017

    Central South University

Recent News

2022

2021

  • (11/2021) Have been invited as a reviewer of AAMAS 2022
  • (08/2021) Have been invited as a reviewer of CSAE 2021
  • (07/2021) Serve as an external reviewer of CIKM 2021
  • (07/2021) Serve as an external reviewer of NeurIPS 2021
  • (05/2021) Serve as an external reviewer of ICCV 2021
  • (03/2021) Serve as an external reviewer of ICML 2021
  • (02/2021) Have been invited as a reviewer of SN Applied Sciences
  • (01/2021) Serve as an external reviewer of IJCAI 2021
  • (01/2021) Serve as an external reviewer of CVPR 2021

2020

Academic Services

  • Reviewer, The European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD), 2022.
  • External Reviewer, 29th International Conference on Machine Learning (ICML), 2022
  • External Reviewer, IEEE Transactions on Reliability, 2022
  • External Reviewer, 35th Annual Conference on Neural Information Processing Systems (NeurIPS), 2021
  • External Reviewer, 28th International Conference on Machine Learning (ICML), 2021
  • External Reviewer, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021
  • External Reviewer, 30th International Joint Conference on Artificial Intelligence (IJCAI), 2021
  • External Reviewer, International Conference on Computer Vision (ICCV), 2021
  • Subreviewer, The Conference on Information and Knowledge Management (CIKM), 2021
  • Invited Reviewer, SN Applied Sciences, 2021
  • Subreviewer, The 20th International Conference on Autonomous Agents and Multiagent Systems (AAMAS), 2021
  • Invited Reviewer, Conference on Computer Science and Application Engineering (CSAE), 2019, 2021
  • Invited Reviewer, Scientific Reports, 2020
  • Invited Reviewer, Trends in Computer Science and Information Technology, 2020
  • Invited Reviewer, Chinese Journal of Computers, 2019
  • Invited Reviewer, American Journal of Physics and Applications, 2019
  • Invited Reviewer, The 3rd International Conference on Biological Information and Biomedical Engineering (BIBE), 2019

Teaching

I helped with the following courses as a teaching assistant at Exeter University:

ECM2419 – Database Theory and Design

- Teaching Roles: Workshop Tutor/Demonstrator and Exam Marker

ECM3412/ECM409 – Nature-Inspired Computation

- Teaching Roles: Workshop Tutor/Demonstrator and Exam Marker

COM2014 – Computational Intelligence

- Teaching Roles: Workshop Tutor/Demonstrator and Exam Marker

ECM2419 – ECM2427 – Outside The Box: Computer Science Research And Applications

- Teaching Roles: Exam Marker

Awards

Outstanding Graduates in Central South University

National Scholarship for Graduate students

Contact