Ziyi Huang

58 papers A* 2A 4B 2C 2Misc 1Journal 36Unranked 11
YearRankTypeTitle / Venue / Authors
2026 J jnl
Learning from Annotator Disagreement Via Weighted Ensemble Optimisation for Subjective Text Classification.
Datenbank-Spektrum
Xia Cui, Ziyi Huang, N. R. Abeynayake
2026 J jnl
Physics-based generation of multilayer corneal OCT data via Gaussian modeling and MCML for AI-driven diagnostic and surgical guidance applications.
CoRR
Jinglun Yu, Yaning Wang, Rosalinda Xiong, Ziyi Huang, Kristina Irsch, Jin U. Kang
2026 J jnl
Real-time topology-aware M-mode OCT segmentation for robotic deep anterior lamellar keratoplasty (DALK) guidance.
CoRR
Rosalinda Xiong, Jinglun Yu, Yaning Wang, Ziyi Huang, Jin U. Kang
2025 J jnl
A two-stage proactive dialogue generator for efficient clinical information collection using large language model.
Expert Syst. Appl.
Xueshen Li, Xinlong Hou, Nirupama Ravi, Ziyi Huang, Yu Gan
2025 J jnl
Bias in, Bias out: Annotation Bias in Multilingual Large Language Models.
CoRR
Xia Cui, Ziyi Huang, Naeemeh Adel
2025 J jnl
Channel Estimation for OTFS Systems Based on Basis Expansion Model With UPF.
IEEE Wirel. Commun. Lett.
Ziyi Huang, Guoquan Li, Ruiheng Wu, Jinzhao Lin, Yu Pang
2025 A conf
DynaGS-SLAM: Robust Dynamic SLAM with 3D Gaussian Splatting.
ICME
Ziyi Huang, Binbin Yan, Dongliang Wang, Jinglun Feng, Shuo Chen, Xiangcheng Yi
2025 B conf
Expanding the View: A Frequency-Aware Network with Large Receptive Field for Super-Resolution.
IJCNN
Dongliang Wang, Binbin Yan, Ziyi Huang, Lu Yang, Shuo Chen
2025 J jnl
Exploring the transmission of cognitive task information through optimal brain pathways.
PLoS Comput. Biol.
Zhengdong Wang, Yifeixue Yang, Ziyi Huang, Wanyun Zhao, Kaiqiang Su, Hengcheng Zhu, Dazhi Yin
2025 J jnl
From imaging to computational domains for physics-driven molecular biology simulations: Hindered diffusion in platelet masses.
PLoS Comput. Biol.
Catherine House, Ziyi Huang, Kaushik N. Shankar, Sandra J. Young, Meghan E. Roberts, Scott L. Diamond, Maurizio Tomaiuolo, Timothy J. Stalker, Lu Lu, Talid Sinno
2025 J jnl
Interpretable Credit Default Prediction with Ensemble Learning and SHAP.
CoRR
Shiqi Yang, Ziyi Huang, Wengran Xiao, Xinyu Shen
2025 J jnl
Knowledge-Decoupled Synergetic Learning: An MLLM based Collaborative Approach to Few-shot Multimodal Dialogue Intention Recognition.
CoRR
Bin Chen, Yu Zhang, Hongfei Ye, Ziyi Huang, Hongyang Chen
2025 J jnl
Post-interactive Multimodal Trajectory Prediction for Autonomous Driving.
CoRR
Ziyi Huang, Yang Li, Dushuai Li, Yao Mu, Hongmao Qin, Nan Zheng
2025 J jnl
ProMRVL-CAD: Proactive Dialogue System with Multi-Round Vision-Language Interactions for Computer-Aided Diagnosis.
CoRR
Xueshen Li, Xinlong Hou, Ziyi Huang, Yu Gan
2025 J jnl
PromotionGo at SemEval-2025 Task 11: A Feature-Centric Framework for Cross-Lingual Multi-Emotion Detection in Short Texts.
CoRR
Ziyi Huang, Xia Cui
2025 — conf
SR-LLM: Rethinking the Structured Representation in Large Language Model.
ACL (1)
Jiahuan Zhang, Tianheng Wang, Ziyi Huang, Yulong Wu, Hanqing Wu, DongbaiChen DongbaiChen, Linfeng Song, Yue Zhang, Guozheng Rao, Kaicheng Yu
2025 J jnl
SR-LLM: Rethinking the Structured Representation in Large Language Model.
CoRR
Jiahuan Zhang, Tianheng Wang, Hanqing Wu, Ziyi Huang, Yulong Wu, Dongbai Chen, Linfeng Song, Yue Zhang, Guozheng Rao, Kaicheng Yu
2025 J jnl
The role of IP3 receptors and SERCA pumps in restoring working memory under amyloid β induced Alzheimer's disease: a modeling study.
Frontiers Comput. Neurosci.
Ziyi Huang, Lei Wang
2025 — conf
Training Strategies for Speech Large Language Models: A Comprehensive Survey.
FLLM
Shiqi Yang, Ziyi Huang, Wengran Xiao
2024 J jnl
A Two-Stage Proactive Dialogue Generator for Efficient Clinical Information Collection Using Large Language Model.
CoRR
Xueshen Li, Xinlong Hou, Nirupama Ravi, Ziyi Huang, Yu Gan
2024 J jnl
An urban-scale spatiotemporal optimization of rooftop photovoltaic charging of electric vehicles.
Urban Inform.
Nanfan Ji, Rui Zhu, Ziyi Huang, Linlin You
2024 J jnl
Bayesian Bandit Algorithms with Approximate Inference in Stochastic Linear Bandits.
CoRR
Ziyi Huang, Henry Lam, Haofeng Zhang
2024 J jnl
Crack Detection Method for Wind Turbine Tower Bolts Using Ultrasonic Spiral Phased Array.
Sensors
Hongyu Sun, Jingqi Dong, Xi Diao, Xincheng Huang, Ziyi Huang, Zhichao Cai
2024 J jnl
Enhancing Screen Time Identification in Children with a Multi-View Vision Language Model and Screen Time Tracker.
CoRR
Xinlong Hou, Sen Shen, Xueshen Li, Xinran Gao, Ziyi Huang, Steven Holiday, Matthew Cribbet, Susan W. White, Edward Sazonov, Yu Gan
2024 — conf
Flexible Joint Source-Channel Coding for Image Semantic Communication.
GLOBECOM (Workshops)
Wenyuan Wang, Chaowei Wang, Jisong Xu, Lexi Xu, Mingliang Pang, Changxin Lu, Ziyi Huang, Weidong Wang, Peng Yu, Fan Jiang, Yinghui Ye
2024 A conf
Focal Stack Alignment Enhancement Network For Light Field Salient Object Detection.
ICME
Ziyi Huang, Binbin Yan, Shuo Chen, Dongliang Wang, Lu Yang
2024 J jnl
Hyperspectral Estimation of Chlorophyll Content in Wheat under CO2 Stress Based on Fractional Order Differentiation and Continuous Wavelet Transforms.
Remote. Sens.
Liuya Zhang, Debao Yuan, Yuqing Fan, Renxu Yang, Maochen Zhao, Jinbao Jiang, Wenxuan Zhang, Ziyi Huang, Guidan Ye, Weining Li
2024 A conf
Prob-Hashcat: Accelerating Probabilistic Password Guessing with Hashcat by Hundreds of Times.
RAID
Ziyi Huang, Ding Wang, Yunkai Zou
2024 — conf
Ring-in-Ring Beam Shaping Based on a 3D Nanoprinted Microlens on Fiber Tip.
CSNDSP
Chenyang Su, Dejun Liu, Zhuorong Li, Yalong Tai, Ziyi Huang, Weijia Bao, Yiping Wang, Changrui Liao
2024 J jnl
Towards more accurate microbial source tracking via non-negative matrix factorization (NMF).
Bioinform.
Ziyi Huang, Dehan Cai, Yanni Sun
2024 J jnl
Utilizing profile hidden Markov model databases for discovering viruses from metagenomic data: a comprehensive review.
Briefings Bioinform.
Runzhou Yu, Ziyi Huang, Theo Y. C. Lam, Yanni Sun
2023 — conf
A Novel Convolutional Neural Network with Large Kernel for Classification of Crash Test Photos.
ACPR (1)
Jiajing Liu, Qin Xiao, Jiacheng Liu, Ziyi Huang, Tianhua Wang, Guangxu Li
2023 J jnl
Cardiac Adipose Tissue Segmentation via Image-Level Annotations.
IEEE J. Biomed. Health Informatics
Ziyi Huang, Yu Gan, Theresa Lye, Yanchen Liu, Haofeng Zhang, Andrew Laine, Elsa D. Angelini, Christine P. Hendon
2023 J jnl
Characteristics, causes, and consequences of technical debt in the automation domain.
J. Syst. Softw.
Fandi Bi, Birgit Vogel-Heuser, Ziyi Huang, Felix Ocker
2023 A* conf
Efficient Uncertainty Quantification and Reduction for Over-Parameterized Neural Networks.
NeurIPS
Ziyi Huang, Henry Lam, Haofeng Zhang
2023 J jnl
Efficient Uncertainty Quantification and Reduction for Over-Parameterized Neural Networks.
CoRR
Ziyi Huang, Henry Lam, Haofeng Zhang
2023 J jnl
Experimental study on low-altitude UAV-to-ground propagation characteristics in campus environment.
Comput. Networks
Yuandi Zhang, Jiawangnan Lu, Hongtao Zhang, Ziyi Huang, César Briso-Rodríguez, Lei Zhang
2023 C conf
Managing Technical Debt in Automation: Best Practices and Cross-Life-Cycle Strategies.
INDIN
Fandi Bi, Birgit Vogel-Heuser, Ziyi Huang, Kathrin Land, Felix Ocker
2023 A* conf
Optimal Regret Is Achievable with Bounded Approximate Inference Error: An Enhanced Bayesian Upper Confidence Bound Framework.
NeurIPS
Ziyi Huang, Henry Lam, Amirhossein Meisami, Haofeng Zhang
2022 J jnl
A Novel Epidemic Model Base on Pulse Charging in Wireless Rechargeable Sensor Networks.
Entropy
Guiyun Liu, Xiaokai Su, Fenghuo Hong, Xiaojing Zhong, Zhongwei Liang, Xilai Wu, Ziyi Huang
2022 — conf
Anti-breast Cancer Drug Design and ADMET Prediction of ERa Antagonists Based on QSAR Study.
ICIC (2)
Wentao Gao, Ziyi Huang, Hao Zhang, Jianfeng Lu
2022 J jnl
Cardiac Adipose Tissue Segmentation via Image-Level Annotations.
CoRR
Ziyi Huang, Yu Gan, Theresa Lye, Yanchen Liu, Haofeng Zhang, Andrew Laine, Elsa D. Angelini, Christine P. Hendon
2022 J jnl
Evaluating Aleatoric Uncertainty via Conditional Generative Models.
CoRR
Ziyi Huang, Henry Lam, Haofeng Zhang
2022 J jnl
Generalized Bayesian Upper Confidence Bound with Approximate Inference for Bandit Problems.
CoRR
Ziyi Huang, Henry Lam, Amirhossein Meisami, Haofeng Zhang
2022 J jnl
Imbalance domain adaptation network with adversarial learning for fault diagnosis of rolling bearing.
Signal Image Video Process.
Hongqiu Zhu, Ziyi Huang, Biliang Lu, Fei Cheng, Can Zhou
2022 C conf
Improving Deep Learning Based Password Guessing Models Using Pre-processing.
ICICS
Yuxuan Wu, Ding Wang, Yunkai Zou, Ziyi Huang
2022 B conf
Unraveling the Mystery of Artifacts in Machine Generated Text.
LREC
Jiashu Pu, Ziyi Huang, Yadong Xi, Guandan Chen, Weijie Chen, Rongsheng Zhang
2021 — conf
Classification of Ship Navigation Behavior in Inland Crossing Channels.
SPAC
Ziyi Huang, Yi Zuo, Tieshan Li, Haocheng Wang
2021 — conf
Co-Seg: An Image Segmentation Framework Against Label Corruption.
ISBI
Ziyi Huang, Haofeng Zhang, Andrew Laine, Elsa D. Angelini, Christine P. Hendon, Yu Gan
2021 J jnl
Co-Seg: An Image Segmentation Framework Against Label Corruption.
CoRR
Ziyi Huang, Haofeng Zhang, Andrew Laine, Elsa D. Angelini, Christine P. Hendon, Yu Gan
2021 A conf
Learning Prediction Intervals for Regression: Generalization and Calibration.
AISTATS
Haoxian Chen, Ziyi Huang, Henry Lam, Huajie Qian, Haofeng Zhang
2021 J jnl
Learning Prediction Intervals for Regression: Generalization and Calibration.
CoRR
Haoxian Chen, Ziyi Huang, Henry Lam, Huajie Qian, Haofeng Zhang
2021 J jnl
Modelling and Analysis of the Epidemic Model under Pulse Charging in Wireless Rechargeable Sensor Networks.
Entropy
Guiyun Liu, Ziyi Huang, Xilai Wu, Zhongwei Liang, Fenghuo Hong, Xiaokai Su
2021 J jnl
Quantifying Epistemic Uncertainty in Deep Learning.
CoRR
Ziyi Huang, Henry Lam, Haofeng Zhang
2020 Misc conf
Dynamic Bandwidth Allocation (DBA) Algorithm for Passive Optical Networks.
ITNAC
Liwei Yang, Qi Zhang, Ziyi Huang, Wenjie Zhang
2020 — conf
Heterogeneity Measurement of Cardiac Tissues Leveraging Uncertainty Information from Image Segmentation.
MICCAI (1)
Ziyi Huang, Yu Gan, Theresa Lye, Haofeng Zhang, Andrew Laine, Elsa D. Angelini, Christine P. Hendon
2020 — conf
Segmentation and Uncertainty Measures of Cardiac Substrates within Optical Coherence Tomography Images via Convolutional Neural Networks.
ISBI
Ziyi Huang, Yu Gan, Theresa Lye, Darnel Theagene, Spandana Chintapalli, Simeran Virdi, Andrew Laine, Elsa D. Angelini, Christine P. Hendon
2019 — conf
Movie-Watching fMRI Reveals Inter-subject Synchrony Alteration in Functional Brain Activity in ADHD.
GLMI@MICCAI
Chao Tang, Ziyi Huang, Senyu Zhou, Qi Wang, Fa Yi, Jingxin Nie