Jiantong Jiang

Postdoctoral Research Fellow at TMLR Group, advised by Dr Feng Liu
School of Computing and Information Systems, The University of Melbourne
contact
Address: Level 3, Melbourne Connect (Building 290),
700 Swanston Street, Carlton, VIC 3053 Australia.
E-mail: jiantong.jiang [at] unimelb.edu.au
Google Scholar | GitHub | ORCID | LinkedIn | CV
short bio
I am a machine learning systems researcher with interests in high-performance computing, efficient LLM serving, trustworthy machine learning in systems, and automated machine learning. I am currently a Research Fellow at TMLR Group, School of Computing and Information Systems, The University of Melbourne, advised by Dr Feng Liu. I finished my PhD from The University of Western Australia, advised by Prof Ajmal Mian, Dr Zeyi Wen and Dr Atif Mansoor. Prior to that, I was a research assistant at RC4ML Lab, Zhejiang University, advised by Dr Zeke Wang. I did my M.S. studies at NEU-RTES Lab, Northeastern University (China), advised by Prof Qingxu Deng and A/Prof Xue Liu.
news
Aug 11, 2025 | Fortunate to have joined the TMLR Group (Melb) and to be working with Dr Feng Liu and the team. |
---|---|
Dec 17, 2024 | Officially graduated! 🎓 🎉 |
Jun 4, 2024 | Our paper Faster-BNI: Fast Parallel Exact Inference on Bayesian Networks was accepted to TPDS. |
May 1, 2024 | Our paper Fast Inference for Probabilistic Graphical Models was accepted to USENIX ATC’24. |
Feb 27, 2024 | Our paper Efficient Hyperparameter Optimization with Adaptive Fidelity Identification was accepted to CVPR’24. |
Oct 20, 2023 | Our paper Parallel and Distributed Bayesian Network Structure Learning was accepted to TPDS. Congratulations to Jian for leading this work! |
May 15, 2023 | Our paper Staleness-reduction Mini-batch K-means was accepted to TNNLS. Congratulations to Xueying for leading this exciting research! |
Nov 7, 2022 | Our paper Fast Parallel Exact Inference on Bayesian Networks was accepted to PPoPP’23. |
Sep 9, 2022 | Presented on CSSE Research Conference 2022 (held by CSSE, UWA) and won the Best Paper Award. |
Apr 28, 2022 | Arrived at Perth! ✨ 😊 [Video of UWA Campus] |
Jan 23, 2022 | Our paper Fast Parallel Bayesian Network Structure Learning was accepted to IPDPS’22. |
Jul 7, 2021 | Our paper Parallel and Distributed Structured SVM Training was accepted to TPDS. |
May 31, 2021 | Officially started my PhD study at UWA. |
Nov 22, 2019 | Our paper Boyi: A systematic framework for automatically deciding the right execution model of OpenCL applications on FPGAs was accepted to FPGA’20. |