Tiancheng Cao

Postdoc, Nanyang Technological University

Joined

May 2025

Names

Tiancheng Cao (Preferred)

Emails

****@ntu.edu.sg (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Career & Education History

Postdoc

Nanyang Technological University (ntu.edu.sg)

2024 – Present

PhD student

Nanyang Technological University (ntu.edu.sg)

2021 – 2024

Advisors, Relations & Conflicts

PhD Advisor

Wang Ling Goh

2021 – 2024

Expertise

No areas of expertise listed

Publications

Proxy-Only Fog-Cloud Bidirectional Distillation for Privacy-Preserving, Deployable IoMT ECG Diagnosis under Cross-Site Heterogeneity
Tiancheng Cao, Zixuan Shu, Wei Soon Ng, Tong Zou, Chen Shen, Hen-Wei Huang
- Crossref
- Readers: Everyone
Proxy-Only Fog–Cloud Bidirectional Distillation for Privacy-Preserving, Deploya-ble IoMT ECG Diagnosis under Cross-Site Heterogeneity
Tiancheng Cao, Zixuan Shu, Wei Soon Ng, ZOU TONG, chen shen, Hen-Wei Huang
- AI4X-AC 2026 Oral
- Readers: Everyone
A High-Accuracy Probabilistic-Based Sigmoid Approximator Incorporating Memory-Saving and Time-Efficient Strategies
Wenhao Lu, Chi-Sing Leung, Feng Qin, Tiancheng Cao, Wenwen Zhang, Yucen Shi, Yiping Ke, Zhenya Zang
- IEEE Transactions on Neural Networks and Learning Systems
- Readers: Everyone
FPGA Implementation of PoolFormer Network Using Python-Driven High-Level Synthesis Framework for Edge-AIoT Speech Recognition
Tiancheng Cao, Zhongyi Zhang, Wei Soon Ng, Wang Ling Goh, Yuan Gao
- IEEE Trans. Very Large Scale Integr. Syst. 2026
- Readers: Everyone
A Capsule-Sized Multi-Wavelength Wireless Optical System for Edge-AI-Based Classification of Gastrointestinal Bleeding Flow Rate
Yunhao Bian, Dawei Wang, Mingyang Shen, Xinze Li, Jiayi Shi, Ziyao Zhou, Tiancheng Cao, Hen-Wei Huang
- CoRR 2026
- Readers: Everyone
FPGA-Based Real-Time ECG Classification System Using Quantized Inception-ResNeXt Neural Network and CWT Approximation
Tiancheng Cao, Wei Soon Ng, Wang Ling Goh, Yuan Gao, Hen-Wei Huang
- IEEE Trans. Very Large Scale Integr. Syst. 2026
- Readers: Everyone
Cybersecure End-to-End FPGA-Accelerated ECG Monitoring for Precision Diagnosis With Personalized CWT and Adversarial Defense
Tiancheng Cao, Wei Soon Ng, Chen Shen, Hongtao Li, Rong Tan, Dawei Wang, Hen-Wei Huang
- IEEE Journal of Biomedical and Health Informatics
- Readers: Everyone

View all 28 publications

Co-Authors

View all 127 co-authors

Tiancheng Cao

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

Proxy-Only Fog-Cloud Bidirectional Distillation for Privacy-Preserving, Deployable IoMT ECG Diagnosis under Cross-Site Heterogeneity

Proxy-Only Fog–Cloud Bidirectional Distillation for Privacy-Preserving, Deploya-ble IoMT ECG Diagnosis under Cross-Site Heterogeneity

A High-Accuracy Probabilistic-Based Sigmoid Approximator Incorporating Memory-Saving and Time-Efficient Strategies

FPGA Implementation of PoolFormer Network Using Python-Driven High-Level Synthesis Framework for Edge-AIoT Speech Recognition

A Capsule-Sized Multi-Wavelength Wireless Optical System for Edge-AI-Based Classification of Gastrointestinal Bleeding Flow Rate

FPGA-Based Real-Time ECG Classification System Using Quantized Inception-ResNeXt Neural Network and CWT Approximation

Cybersecure End-to-End FPGA-Accelerated ECG Monitoring for Precision Diagnosis With Personalized CWT and Adversarial Defense

Co-Authors