EDUCATION

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

WORK EXPERIENCE

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

RESEARCH INTERESTS

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.

TEACHING

2021-2023 Fall: Modern Numerical Method,

2021-2023 Fall: AI-Empowered Medicine and Healthcare

2022-2024 Spring: Introduction to Machine Learning

HONORS AND AWARDS

Coulter Fellowship, Georgia Institute of Technology, 2010

SERVICES

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.

CONTACT

Email:hongtengxu@ruc.edu.cn

Website:https://hongtengxu.github.io