Jiahao Xie (谢佳豪)

Ph.D. Student (jiahaox at udel dot edu)

University of Delaware

Department of Computer & Information Sciences

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I am currently pursuing my Ph.D. in the Department of Computer and Information Sciences (CIS) at the University of Delaware (UD), advised by Prof. Guangmo Tong. My research primarily revolves around Machine Learning, Computer Vision, and Combinatorial Optimization. Specifically, I am dedicated to exploring the application of vision-based methods on Combinatorial Optimization. Additionally, my research also involves developing set function learning methods.

Prior to joining the University of Delaware, I completed my B.Eng. degree in the School of Traffic & Transportation at Central South University advised by Prof. Hui Liu.

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Publications

Advances in Set Function Learning: A Survey of Techniques and Applications

Jiahao Xie,  Guangmo Tong

ACM Computing Surveys.

paper

@article{10.1145/3715905,author = {Xie, Jiahao and Tong, Guangmo},title = {Advances in Set Function Learning: A Survey of Techniques and Applications},year = {2025},publisher = {Association for Computing Machinery},address = {New York, NY, USA},issn = {0360-0300},url = {https://doi.org/10.1145/3715905},doi = {10.1145/3715905},note = {Just Accepted},journal = {ACM Comput. Surv.},month = jan,keywords = {Set Function Learning, Deep Learning, Permutation Invariance, Pooling, Aggregation}}

Association between oxidative stress and chronic orofacial pain and potential druggable targets: Evidence from a Mendelian randomization study

Shaohui Zhang,  Yao Feng,  Mengmei Zhong,  Jiahao Xie,  Wei Xu

Journal of Oral Rehabilitation.

paper

@article{zhang2024association,title={Association between oxidative stress and chronic orofacial pain and potential druggable targets: Evidence from a Mendelian randomization study},author={Zhang, Shao-Hui and Feng, Yao and Zhong, Meng-Mei and Xie, Jia-Hao and Xu, Wei},journal={Journal of Oral Rehabilitation},volume={51},number={6},pages={970--981},year={2024},publisher={Wiley Online Library}}

Rotor Fault Feature Extraction Based on Low-frequency Sampling Vibration Signal

Xirui Chen,  Hui Liu,  Yamin Fang,  Mengshuai Su,  Jiahao Xie

The 7th CAA International Conference on Vehicular Control and Intelligence (CVCI), Changsha, China, 2023.

paper

@INPROCEEDINGS{10397289,author={Chen, Xirui and Liu, Hui and Fang, Yamin and Su, Mengshuai and Xie, Jiahao},booktitle={2023 7th CAA International Conference on Vehicular Control and Intelligence (CVCI)}, title={Rotor Fault Feature Extraction Based on Low-frequency Sampling Vibration Signal}, year={2023},volume={},number={},pages={1-5},keywords={Vibrations;Employee welfare;Induction motors;Fault detection;Rotors;Feature extraction;Frequency control;rotor fault detection;low-frequency sampling;feature extraction;variational mode decomposition},doi={10.1109/CVCI59596.2023.10397289}}

Causal effects of the gut microbiome on COVID-19 susceptibility and severity: a two-sample Mendelian randomization study

Mengmei Zhong,  Jiahao Xie,  Yao Feng,  Shaohui Zhang,  Jiangnan Xia,  Li Tan,  Ningxin Chen,  Xiaolin Su,  Qian Zhang,  Yunzhi Feng,  Yue Guo

Frontiers in Immunology.

paper

@article{zhong2023causal,title={Causal effects of the gut microbiome on COVID-19 susceptibility and severity: a two-sample Mendelian randomization study},author={Zhong, Meng-Mei and Xie, Jia-Hao and Feng, Yao and Zhang, Shao-Hui and Xia, Jiang-Nan and Tan, Li and Chen, Ning-Xin and Su, Xiao-Lin and Zhang, Qian and Feng, Yun-Zhi and others},journal={Frontiers in Immunology},volume={14},pages={1173974},year={2023},publisher={Frontiers Media SA}}

Patents

Teaching & Collab

Service

Education



University of Delaware
Feb 2024 - Present
Doctor of Philosophy

Central South University
Sep 2022 - Dec 2023
Doctor of Philosophy

Central South University
Sep 2018 - Jun 2022
Bachelor of Engineering

Intern

MISC

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