Mingyue Huo 「霍明月」

I am a second-year Phd student at UIUC Linguistics deparment, advised by Prof. Yan Tang. I am interested in speech intelligibility, speech perception and production and computational linguistics. I am also interested in the applications of speech technology such as text-to-speech and automatic speech recognition.

Email: mhuo5@illinois.edu

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Education

Phd (Computer Science), UIUC. 2022.8 - Present

MS (Computer Science), UIUC. 2020.8 - 2022.5

David J. Kuck Outstanding MS Thesis Award

BS (Computer Science), Fudan University. 2016.9 - 2020.6

Outstanding Undergraduates Graduates of Shanghai

Publications (* means equal contribution)
Practical Contextual Bandits with Feedback Graphs
Mengxiao Zhang*, Yuheng Zhang*, Olga Vrousgou, Haipeng Luo, and Paul Mineiro.
Under Review
Offline Learning in Markov Games with General Function Approximation
Yuheng Zhang, Yu Bai, Nan Jiang
ICML 2023
Improved High-Probability Regret for Adversarial Bandits with Time-Varying Feedback Graphs
Haipeng Luo*, Hanghang Tong*, Mengxiao Zhang*, Yuheng Zhang* (α-β order)
ALT 2023
Improved Algorithms for Neural Active Learning
Yikun Ban*, Yuheng Zhang*, Hanghang Tong, Arindam Banerjee, Jingrui He
NeurIPS 2022
Active Heterogeneous Graph Neural Network with Per-step Meta-Q-Learning
Yuheng Zhang, Yinglong Xia, Yan Zhu, Yuejie Chi, Lei Ying, Hanghang Tong
ICDM 2022 (Student Travel Award)
Batch Active Learning with Graph Neural Networks via Multi-Agent Deep Reinforcement Learning
Yuheng Zhang, Hanghang Tong, Yinglong Xia, Yan Zhu, Yuejie Chi, Lei Ying
AAAI 2022 (Oral, Top 5%)
Improving Robustness to Model Inversion Attacks via Mutual Information Regularization
Tianhao Wang*, Yuheng Zhang*, Ruoxi Jia
AAAI 2021
The Secret Revealer: Generative Model-Inversion Attacks Against Deep Neural Networks
Yuheng Zhang*, Ruoxi Jia*, Hengzhi Pei, Wenxiao Wang, Bo Li, Dawn Song
CVPR 2020 (Oral, Top 5%)
Convolutional Ordinal Regression Forest for Image Ordinal Estimation
Haiping Zhu, Hongming Shan, Yuheng Zhang, Lingfu Che, Xiaoyang Xu, Junping Zhang, Jianbo Shi, Fei-Yue Wang
IEEE Transactions on Neural Networks and Learning Systems, 2021
Ordinal Distribution Regression for Gait-based Age Estimation
Haiping Zhu, Yuheng Zhang, Guohao Li, Junping Zhang, Hongming Shan
Science China Information Sciences, 2020
Teaching

Teaching Assistant, CS412: Introduction to Data Mining, Hanghang Tong. UIUC, Spring 2022.

Awards

David J. Kuck Outstanding MS Thesis Award, 2022

ICDM Student Travel Award, 2022

UIUC Graduate College Conference Presentation Award, 2022

CIKM 2021 Best Reviewers Award, 2021

Honor Student Award in Top Talent Undergraduate Training Program, 2020

Outstanding Undergraduates Graduates of Shanghai, 2020

3rd place of International Challenge on Activity Recognition (ActivityNet Captions), 2020

Wish Scholarship (2 out of 155), 2019

Gold Medal, ACM-ICPC Asia Regional Contest NanNing Site, 2017

HUAWEI Scholarship, 2017 (Top 5%)

Bronze Medal, National Olympiad in Informatics, National Finals, 2015



Updated at July 2023