Jiantong Jiang

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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.