Motion estimation approach based on dual-tree complex wavelets. - Changzhu Wu; Qing Wang 006; Hongxiao Wang (ICPR, 2008)

RiskCast: social sensing based traffic risk forecasting via inductive multi-view learning. - Yang Zhang 031; Hongxiao Wang; Daniel Yue Zhang; Yiwen Lu; Dong Wang 002 (ASONAM, 2019)

DeepRisk: A Deep Transfer Learning Approach to Migratable Traffic Risk Estimation in Intelligent Transportation Using Social Sensing. - Yang Zhang 031; Hongxiao Wang; Daniel Zhang 001; Dong Wang 002 (DCOSS, 2019)

Unlabeled Data Guided Semi-supervised Histopathology Image Segmentation. - Hongxiao Wang; Hao Zheng 006; Jianxu Chen 001; Lin Yang 003; Yizhe Zhang 001; Danny Z. Chen (BIBM, 2020)

InTracker: An Integrated Detector-Tracker Framework for Cell Detection and Tracking. - Peixian Liang; Jianxu Chen 001; Yizhe Zhang 001; Hongxiao Wang; Hao Zheng 006; Pengfei Gu; Danny Ziyi Chen (CBMS, 2020)

A Coarse-to-Fine Data Generation Method for 2D and 3D Cell Nucleus Segmentation. - Zhuo Zhao; Hongxiao Wang; Yizhe Zhang 001; Hao Zheng 006; Siyuan Zhang; Danny Ziyi Chen (CBMS, 2020)

Hierarchical Self-supervised Learning for Medical Image Segmentation Based on Multi-domain Data Aggregation. - Hao Zheng 006; Jun Han 010; Hongxiao Wang; Lin Yang 003; Zhuo Zhao; Chaoli Wang 001; Danny Z. Chen (MICCAI (1), 2021)

Efficient Mixed-Protocol Secure Four-Party Computation with Private Robustness. - Zoe Lin Jiang; Songjiang Shi; Hongxiao Wang; Peng Yang 016; Xuan Wang 002; Yulin Wu 001; Yantao Zhong; Yan Jia 001 (ICDIS, 2022)

Securer and Faster Privacy-Preserving Distributed Machine Learning. - Hongxiao Wang; Zoe Lin Jiang; Yanmin Zhao; Siu-Ming Yiu; Peng Yang 016; Zejiu Tan; Bohan Jin; Shiyuan Xu; Shimin Pan (CoRR, 2022)

SFPDML: Securer and Faster Privacy-Preserving Distributed Machine Learning Based on MKTFHE. - Hongxiao Wang; Zoe L. Jiang; Yanmin Zhao; Siu-Ming Yiu; Peng Yang 016; Man Chen; Zejiu Tan; Bohan Jin (MobiSec, 2023)

Privacy-Preserving Distributed Machine Learning Made Faster. - Zoe L. Jiang; Jiajing Gu; Hongxiao Wang; Yulin Wu 001; Junbin Fang; Siu-Ming Yiu; Wenjian Luo; Xuan Wang 002 (SecTL@AsiaCCS, 2023)

PHG-Net: Persistent Homology Guided Medical Image Classification. - Yaopeng Peng; Hongxiao Wang; Milan Sonka; Danny Z. Chen (CoRR, 2023)

FssNN: Communication-Efficient Secure Neural Network Training via Function Secret Sharing. - Peng Yang 016; Zoe Lin Jiang; Shiqi Gao; Jiehang Zhuang; Hongxiao Wang; Junbin Fang; Siu-Ming Yiu; Yulin Wu 001 (IACR Cryptol. ePrint Arch., 2023)

TANGO: A GO-Term Embedding Based Method for Protein Semantic Similarity Prediction. - Hongxiao Wang; Hao Zheng 006; Danny Z. Chen (IEEE ACM Trans. Comput. Biol. Bioinform., 2023)

Design of Twin Builder-Based Digital Twin Online Monitoring System for Crane Girders. - Baogui Huang; Yanbo Hui; Yonggang Liu; Hongxiao Wang (Sensors, 2023)

CCF-GNN: A Unified Model Aggregating Appearance, Microenvironment, and Topology for Pathology Image Classification. - Hongxiao Wang; Gang Huang; Zhuo Zhao; Liang Cheng; Anna Juncker-Jensen; Mate Levente Nagy; Xin Lu; Xiangliang Zhang 001; Danny Z. Chen (IEEE Trans. Medical Imaging, 2023)

Lattice-Based Succinct Mercurial Functional Commitment for Boolean Circuits: Definitions, and Constructions. - Hongxiao Wang; Siu-Ming Yiu; Yanmin Zhao; Zoe L. Jiang; Min Xie (Inscrypt (1), 2024)

Boosting Medical Image Classification with Segmentation Foundation Model. - Pengfei Gu; Zihan Zhao; Hongxiao Wang; Yaopeng Peng; Yizhe Zhang 001; Nishchal Sapkota; Chaoli Wang 001; Danny Z. Chen (ISBI, 2024)

Path-Gptomic: A Balanced Multi-Modal Learning Framework For Survival Outcome Prediction. - Hongxiao Wang; Yang Yang; Zhuo Zhao; Pengfei Gu; Nishchal Sapkota; Danny Z. Chen (ISBI, 2024)

Communication-Efficient Secure Neural Network via Key-Reduced Distributed Comparison Function. - Peng Yang 016; Zoe Lin Jiang; Shiqi Gao; Hongxiao Wang; Jun Zhou 018; Yangyiye Jin; Siu-Ming Yiu; Junbin Fang (ProvSec (2), 2024)

PHG-Net: Persistent Homology Guided Medical Image Classification*. - Yaopeng Peng; Hongxiao Wang; Milan Sonka; Danny Z. Chen (WACV, 2024)

EEG power spectra parameterization and adaptive channel selection towards semi-supervised seizure prediction. - Hanyi Li; Jiahui Liao; Hongxiao Wang; Chang'an A. Zhan; Feng Yang 012 (Comput. Biol. Medicine, 2024)

Self Pre-training with Topology- and Spatiality-aware Masked Autoencoders for 3D Medical Image Segmentation. - Pengfei Gu; Yejia Zhang; Huimin Li; Hongxiao Wang; Yizhe Zhang 001; Chaoli Wang 001; Danny Z. Chen (CoRR, 2024)

Updatable, Aggregatable, Succinct Mercurial Vector Commitment from Lattice. - Hongxiao Wang; Siu-Ming Yiu; Yanmin Zhao; Zoe Lin Jiang (IACR Cryptol. ePrint Arch., 2024)

Lattice-Based Succinct Mercurial Functional Commitment for Circuits: Definitions and Constructions. - Hongxiao Wang; Siu-Ming Yiu; Yanmin Zhao; Zoe L. Jiang; Min Xie (IACR Cryptol. ePrint Arch., 2024)

Post-Quantum Multi-Message Public Key Encryption from Extended Reproducible PKE. - Hongxiao Wang; Ron Steinfeld; Markku-Juhani O. Saarinen; Muhammed F. Esgin; Siu-Ming Yiu (IACR Cryptol. ePrint Arch., 2025)

GIGP: A Global Information Interacting and Geometric Priors Focusing Framework for Semi-supervised Medical Image Segmentation. - Lianyuan Yu; Xiuzhen Guo; Ji Shi 001; Hongxiao Wang; Hongwei Li 006 (CoRR, 2025)

Diff-CL: A Novel Cross Pseudo-Supervision Method for Semi-supervised Medical Image Segmentation. - Xiuzhen Guo; Lianyuan Yu; Ji Shi 001; Na Lei; Hongxiao Wang (CoRR, 2025)

Preserving Topological and Geometric Embeddings for Point Cloud Recovery. - Kaiyue Zhou; Zelong Tan; Hongxiao Wang; Ya-li Li; Shengjin Wang (CoRR, 2025)

TopoImages: Incorporating Local Topology Encoding into Deep Learning Models for Medical Image Classification. - Pengfei Gu; Hongxiao Wang; Yejia Zhang; Huimin Li; Chaoli Wang 001; Danny Chen 001 (CoRR, 2025)

Optimal Transport and Central Moment Consistency Regularization for Semi-Supervised Medical Image Segmentation. - Xiuzhen Guo; Lianyuan Yu; Ji Shi 001; Hongxiao Wang; Jiangyuan Zhao; Rongguo Zhang; Hongwei Li 006; Na Lei (IEEE Trans. Medical Imaging, 2025)