PhD:Georgia Institute of Technology,August 2013 to May 2017
Dual-MS:GeorgiaTech-SJTU,August 2010 to May 2013
BS:Tianjin University,September 2006 to July 2010
Tenureed Associate Professor: Gaoling School of Artificial Intelligence, Renmin University of China, September 2023 to Now
Tenure-track Associate Professor: Gaoling School of Artificial Intelligence, Renmin University of China, January 2021 to August 2023
Infinia ML Inc., Senior research scientist; Duke University, Visiting researcher, January 2018 to September 2020
Duke University, Postdoc researcher, August 2017 to January 2018
Optimal transport-driven machine learning: Neural solvers of OT problems, OT-based graph learning, OT-based generative modeling.
Generative large model design, compression and fusion: LLM adaptation and fusion, non-real neural network and geometric learning, new attention mechanism design.
AI4Math and AI4Science: AI-assisted Math proof, drug design, material analysis and design, single-cell multi-omics analysis.
2021-2023 Fall: Modern Numerical Method,
2021-2023 Fall: AI-Empowered Medicine and Healthcare
2022-2024 Spring: Introduction to Machine Learning
Coulter Fellowship, Georgia Institute of Technology, 2010
Guest Editor: TNNLS
Reviewer: TPAMI, TKDE, TIP, TCSVT, TMM, TSP, etc.
Tutorial: KDD2019, AAAI2022, IJCAI2023
Area Chair: ICML, ICLR, AAAI, NeurIPS, etc.
Reviewer: ICML, NeurIPS, ICLR, AAAI, CVPR, IJCAI, AISTATS, etc.
Email:hongtengxu@ruc.edu.cn
Website:https://hongtengxu.github.io