I am currently exploring opportunities to pursue PhD programs beginning in Fall 2027 to further my academic journey. If you have any relevant openings or academic collaborations, please feel free to contact me at zx.huang5@siat.ac.cn.

Hi, I am Zixuan Huang (pronunciation: Zee-shwan Hwang). I am currently a second-year master’s student in computer science at the University of Chinese Academy of Sciences (Shenzhen institutes of Advanced Technology), advisor Prof. Fen Miao and Ye Li. I got my dual BSc from Jinan University in information and computing science and University of Birmingham in mathematics and applied mathematics with a first-class honors degree.

• Research interests
  • Post-training for Vision-Language Models
  • Medical Time-series (ECG, PPG, EEG) Algorithm and Application

🔥 News

• 2025.11:  🎉🎉 One paper is accepted by JBHI
• 2025.7:  🎉🎉 One paper is accepted by ACM MM 2025

📝 Publications

• JBHI BpBLS: A Knowledge-Embedded Bi-Incremental Broad Learning System for Wearable Cuffless Blood Pressure Estimation, Zixuan Huang, et al.

• 2025 ACM MM BridgeNet: A Unified Multimodal Framework for Bridging 2D and 3D Industrial Anomaly Detection, An Xiang, Zixuan Huang (co-first), et al.

• 2025 MICCAI ShareLink: Neuro-Inspired EEG-based Cross-Subject Emotion Recognition via Shared Hemisphere, Zixuan Huang, et al.

• 2025 BIBM-W WaveMorph: Morphology-Aware Continuous Blood Pressure Waveform Prediction with BP-Guided Denormalization, Weixiu Qiu, Zixuan Huang (co-first), et al.

• 2025 IEEE SMC 16.9K-Parameters Lightweight Framework for Real-Time EEG-Based DoA Monitoring with Harmonic Mix and SimGate, Zixuan Huang, et al.

• 2025 EMBC BM-BPW: A Bidirectional Mamba-Based Model for Blood Pressure Waveform Estimation in Arrhythmia, Weixiu Qiu, Zengding Liu, Zixuan Huang, et al.

• 2025 EMBC Relationship between Pulse Transit Time, PPG Features, and Blood Pressure in Atrial Fibrillation (Oral), Zengding Liu, Weixiu Qiu, Zixuan Huang, et al.

• EAAI GFBLS: Graph-Regularized Fuzzy Broad Learning System for Detection of Interictal Epileptic Discharges, Zixuan Huang, et al.

📖 Educations

• 2024.9 - 2027.6, MSc in Computer Science, University of Chinese Academy of Sciences, China.
• 2020.9 - 2024.6, Dual BSc
  • Applied Mathematics, University of Birmingham, UK.
    • First Class Honours
  • Information Computing Science, Jinan University, China.
    • Postgraduate Recommendation

🎖 Honors and Awards

• 2024, First-class Scholarship, Jinan University.
• 2022, China Undergraduate Mathematical Contest in Modeling, Provincial First Prize
• 2022, Mathematical Contest in Modeling, Honorable Mention
• 2022-2025, National/Provincial/School Innovation and Entrepreneurship Trainings for University of PRC