Hi there! I am a Ph.D. student at the University of Sydney, supervised by A/Prof. Chang Xu. I am honored to collaborate with Prof. Philip Torr at Oxford, Dr. Minjing Dong at CityU and Dr. Tao Huang at SJTU. I received my bachelor’s degree from HUST in 2017. My research focuses on Confidence Calibration and Uncertainty Estimation in Deep Learning and Large (Vision) Language Models.
🔥 News
- 2026.02: I completed my Research Scientist Internship at Google Research Australia! Great thanks to my mentors Prof. Trevor Cohn and Dr. Hisham Husain.
- 2026.01: 🎉🎉 One paper is accepted by ICLR 2026 — WATS: Wavelet-Aware Temperature Scaling for Reliable Graph Neural Networks.
- 2025.11: 🚀🚀 I start my journey at Google as a Research Scientist Intern!
- 2025.06: 🎉🎉 I’m honored to have been elected to the Student Committee of the AAAI 2026.
- 2025.05: 🎉🎉 One paper is accepted by ICML 2025 — Beyond One-Hot Labels: Semantic Mixing for Model Calibration.
- 2025.02: 🎉🎉 One paper is accepted by CVPR 2025 — Uncertainty Weighted Gradients for Model Calibration.
- 2025.01: 🎉🎉 One paper is accepted by ICLR 2025 — Diffusion Attribution Score: Evaluating Training Data Influence in Diffusion Model. 🌟 Spotlight (5.1%)
- 2024.11: 🎉🎉 One paper is accepted by AAAI 2025 — Feature Clipping for Uncertainty Calibration.
📖 Education
- 2023.10 - Present, Ph.D in Computer Vision, University of Sydney
- 2021.10 - 2023.03, M.Phil in Computer Vision, University of Sydney
- 2020.02 - 2021.07, Master of Data Science, University of Sydney
- 2013.09 - 2017.06, B.Eng in Communication and Engineering, Huazhong University of Science and Technology
🧑🏫 Teaching
- 2022 S1, 2023 S1, 2024 S1, 2025 S1, COMP5329 Deep Learning
- 2025 S2, COMP5318 Machine Learning and Data Mining
- 2022 S2, 2023 S2, HTIN5005 Applied Healthcare Data Science
- 2024 S1, 2024 S2, 2025 S1, 2025 S2, BUSS6002 Data Science in Business
- 2024 S2, 2025 S2, QBUS5010 Intro to Dashboarding and Data Visualisation
- 2024 S2, OCMP5329 Deep Learning (Online)
💼 Internship
- 2025.11 - 2026.02, Research Scientist Intern, Google Research Australia
- 2015.06 - 2015.09, IOS developer Intern, Ctrip.com
- 2014.06 - 2014.09, Frontend developer Intern, Sunallies.com
🎖 Honors and Awards
- 2026.03, Apple Scholars in AI/ML PhD Fellowship, Apple
- 2025.06, Student Committee of the AAAI 2026 (1 of 3 in the world)
- 2024.05, Google Cloud Research Credits Award ($2340 AUD)
- 2023.06, International Tuition Fee Scholarship, University of Sydney
- 2023.05, Faculty of Engineering Research Support Scholarship, University of Sydney
- 2015.09, Excellent Student Cadre, Huazhong University of Science and Technology
- 2014.06, Science and Technology Scholarship, Huazhong University of Science and Technology
💻 Academic Service
- Conference Reviewer: ICML, NeuIPS, AAAI, ICLR, CVPR, ICML, IJCAI, ACMMM, AISTATS
- Journal Reviewer: T-MM, TMLR, DAMI, TPAMI
- Organizer: Sydney AI Meetup