Dr Jiantong Jiang
Postdoctoral Research Fellow in Trustworthy Machine Learning
School of Computing and Information Systems
10 Scholarly works
0 Projects
HIGHLIGHTS
2024
Thesis / Dissertation
Efficient automatic probabilistic graphical model learning and inference
2024
Conference Proceedings
Fast Inference for Probabilistic Graphical Models
2024
Conference Proceedings
Efficient Hyperparameter Optimization with Adaptive Fidelity Identification
DOI: 10.1109/cvpr52733.2024.024742024
Journal article
Parallel and Distributed Bayesian Network Structure Learning
DOI: 10.1109/TPDS.2023.33268322024
Journal article
Faster-BNI: Fast Parallel Exact Inference on Bayesian Networks
DOI: 10.1109/TPDS.2024.34141772024
Journal article
Staleness-Reduction Mini-Batch K-Means
DOI: 10.1109/TNNLS.2023.32791222023
Conference Proceedings
Fast Parallel Exact Inference on Bayesian Networks
DOI: 10.1145/3572848.3577476
RECENT SCHOLARLY WORKS
2022
Journal article
Parallel and Distributed Structured SVM Training
DOI: 10.1109/TPDS.2021.31011552022
Conference Proceedings
Fast Parallel Bayesian Network Structure Learning
DOI: 10.1109/IPDPS53621.2022.000662020
Conference Proceedings
Boyi: A Systematic Framework for Automatically Deciding the Right Execution Model of OpenCL Applications on FPGAs
DOI: 10.1145/3373087.3375313