Ziyi Huang

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 30

Top Topics

Upper Confidence Bound

Experimental Study

Contextual Bandit

Convolutional Neural Networks

Top Venues

Publications

Ziyi Huang, Henry Lam, Haofeng Zhang
Bayesian Bandit Algorithms with Approximate Inference in Stochastic Linear Bandits. CoRR (2024)
Runzhou Yu, Ziyi Huang, Theo Y. C. Lam, Yanni Sun
Utilizing profile hidden Markov model databases for discovering viruses from metagenomic data: a comprehensive review. Briefings Bioinform. 25 (4) (2024)
Nanfan Ji, Rui Zhu, Ziyi Huang, Linlin You
An urban-scale spatiotemporal optimization of rooftop photovoltaic charging of electric vehicles. Urban Inform. 3 (1) (2024)
Ziyi Huang, Henry Lam, Haofeng Zhang
Efficient Uncertainty Quantification and Reduction for Over-Parameterized Neural Networks. CoRR (2023)
Ziyi Huang, Yu Gan, Theresa Lye, Yanchen Liu, Haofeng Zhang, Andrew Laine, Elsa D. Angelini, Christine P. Hendon
Cardiac Adipose Tissue Segmentation via Image-Level Annotations. IEEE J. Biomed. Health Informatics 27 (6) (2023)
Fandi Bi, Birgit Vogel-Heuser, Ziyi Huang, Felix Ocker
Characteristics, causes, and consequences of technical debt in the automation domain. J. Syst. Softw. 204 (2023)
Ziyi Huang, Henry Lam, Haofeng Zhang
Efficient Uncertainty Quantification and Reduction for Over-Parameterized Neural Networks. NeurIPS (2023)
Ziyi Huang, Henry Lam, Amirhossein Meisami, Haofeng Zhang
Optimal Regret Is Achievable with Bounded Approximate Inference Error: An Enhanced Bayesian Upper Confidence Bound Framework. NeurIPS (2023)
Fandi Bi, Birgit Vogel-Heuser, Ziyi Huang, Kathrin Land, Felix Ocker
Managing Technical Debt in Automation: Best Practices and Cross-Life-Cycle Strategies. INDIN (2023)
Jiajing Liu, Qin Xiao, Jiacheng Liu, Ziyi Huang, Tianhua Wang, Guangxu Li
A Novel Convolutional Neural Network with Large Kernel for Classification of Crash Test Photos. ACPR (1) (2023)
Yuandi Zhang, Jiawangnan Lu, Hongtao Zhang, Ziyi Huang, César Briso-Rodríguez, Lei Zhang
Experimental study on low-altitude UAV-to-ground propagation characteristics in campus environment. Comput. Networks 237 (2023)
Ziyi Huang, Yu Gan, Theresa Lye, Yanchen Liu, Haofeng Zhang, Andrew Laine, Elsa D. Angelini, Christine P. Hendon
Cardiac Adipose Tissue Segmentation via Image-Level Annotations. CoRR (2022)
Ziyi Huang, Henry Lam, Amirhossein Meisami, Haofeng Zhang
Generalized Bayesian Upper Confidence Bound with Approximate Inference for Bandit Problems. CoRR (2022)
Ziyi Huang, Henry Lam, Haofeng Zhang
Evaluating Aleatoric Uncertainty via Conditional Generative Models. CoRR (2022)
Wentao Gao, Ziyi Huang, Hao Zhang, Jianfeng Lu
Anti-breast Cancer Drug Design and ADMET Prediction of ERa Antagonists Based on QSAR Study. ICIC (2) (2022)
Hongqiu Zhu, Ziyi Huang, Biliang Lu, Fei Cheng, Can Zhou
Imbalance domain adaptation network with adversarial learning for fault diagnosis of rolling bearing. Signal Image Video Process. 16 (8) (2022)
Guiyun Liu, Xiaokai Su, Fenghuo Hong, Xiaojing Zhong, Zhongwei Liang, Xilai Wu, Ziyi Huang
A Novel Epidemic Model Base on Pulse Charging in Wireless Rechargeable Sensor Networks. Entropy 24 (2) (2022)
Jiashu Pu, Ziyi Huang, Yadong Xi, Guandan Chen, Weijie Chen, Rongsheng Zhang
Unraveling the Mystery of Artifacts in Machine Generated Text. LREC (2022)
Yuxuan Wu, Ding Wang, Yunkai Zou, Ziyi Huang
Improving Deep Learning Based Password Guessing Models Using Pre-processing. ICICS (2022)
Haoxian Chen, Ziyi Huang, Henry Lam, Huajie Qian, Haofeng Zhang
Learning Prediction Intervals for Regression: Generalization and Calibration. CoRR (2021)
Guiyun Liu, Ziyi Huang, Xilai Wu, Zhongwei Liang, Fenghuo Hong, Xiaokai Su
Modelling and Analysis of the Epidemic Model under Pulse Charging in Wireless Rechargeable Sensor Networks. Entropy 23 (8) (2021)
Ziyi Huang, Yi Zuo, Tieshan Li, Haocheng Wang
Classification of Ship Navigation Behavior in Inland Crossing Channels. SPAC (2021)
Ziyi Huang, Haofeng Zhang, Andrew Laine, Elsa D. Angelini, Christine P. Hendon, Yu Gan
Co-Seg: An Image Segmentation Framework Against Label Corruption. ISBI (2021)
Ziyi Huang, Haofeng Zhang, Andrew Laine, Elsa D. Angelini, Christine P. Hendon, Yu Gan
Co-Seg: An Image Segmentation Framework Against Label Corruption. CoRR (2021)
Ziyi Huang, Henry Lam, Haofeng Zhang
Quantifying Epistemic Uncertainty in Deep Learning. CoRR (2021)
Haoxian Chen, Ziyi Huang, Henry Lam, Huajie Qian, Haofeng Zhang
Learning Prediction Intervals for Regression: Generalization and Calibration. AISTATS (2021)
Ziyi Huang, Yu Gan, Theresa Lye, Darnel Theagene, Spandana Chintapalli, Simeran Virdi, Andrew Laine, Elsa D. Angelini, Christine P. Hendon
Segmentation and Uncertainty Measures of Cardiac Substrates within Optical Coherence Tomography Images via Convolutional Neural Networks. ISBI (2020)
Liwei Yang, Qi Zhang, Ziyi Huang, Wenjie Zhang
Dynamic Bandwidth Allocation (DBA) Algorithm for Passive Optical Networks. ITNAC (2020)
Ziyi Huang, Yu Gan, Theresa Lye, Haofeng Zhang, Andrew Laine, Elsa D. Angelini, Christine P. Hendon
Heterogeneity Measurement of Cardiac Tissues Leveraging Uncertainty Information from Image Segmentation. MICCAI (1) (2020)
Chao Tang, Ziyi Huang, Senyu Zhou, Qi Wang, Fa Yi, Jingxin Nie
Movie-Watching fMRI Reveals Inter-subject Synchrony Alteration in Functional Brain Activity in ADHD. GLMI@MICCAI (2019)