Publications

High Performance Adaptive Learning & Testing System with Safe Dynamic Plugin System

Haozhe Ruan, Sihui Li, Jingwen Guo, Yiyi Wang, Suyu Jiang, Aquil Mirza Mohammed

2026 12th International Conference on Communication and Signal Processing (ICCSP) · Smart Education Systems

Conference paper on a high-performance adaptive learning and testing system with a safe dynamic plugin architecture. The record emphasizes extensibility, runtime safety, and Rust-oriented implementation choices including generic programming and metaprogramming.

@inproceedings{ruan2026adaptive,
  author = {Ruan, Haozhe and Li, Sihui and Guo, Jingwen and Wang, Yiyi and Jiang, Suyu and Mohammed, Aquil Mirza},
  title = {High Performance Adaptive Learning \& Testing System with Safe Dynamic Plugin System},
  booktitle = {2026 12th International Conference on Communication and Signal Processing (ICCSP)},
  year = {2026},
  note = {Smart Education Systems track},
  keywords = {generic programming, learning systems, meta programming, rust}
}

SafePulse: A Memory-Safe Rust Architecture for Deterministic Real-Time ECG Alerting with Optional LLM Enrichment

Suyu Jiang, Haozhe Ruan, Shihao Wang, Jiuyuan Zhao, Luo Chen, Aquil Mirza Mohammed

2026 International Conference on Artificial Intelligence for Health and Education (ICAIHE) · Track 1: Emerging AI Technologies for Health and Education

Processing an LLM call is simple and slow, but fast recovery alerts are essential for real-time ECG decision support. We introduce SafePulse, a system in which an uncut alarm priority contract is implemented: time constraints allow the LLM to interpret and accumulate asynchronously, but ECG alerts are transmitted synchronously via a dependent optical path. By separating each device into an individual SessionActor, the risk of shared security state at the application layer is reduced. On MIT-BIH records 100–109 the detector achieved Se = 98.6% and PPV = 98.7%. In an injected-fault matrix of 16 cells (4 fault profiles × 4 concurrency tiers, 1000 trials/cell), event-level deterministic streams showed tuple mismatch count 0, with Δalerts = 0 and Δp95/p99/p999 = 0.0 μs. This study integrates LLM enrichment in a safety-constrained monitoring pipeline and demonstrates its architecture and validation mode. Extension code, figures, and complete results are provided as Electronic Supplementary Material.

@inproceedings{jiang2026safepulse,
  author = {Jiang, Suyu and Ruan, Haozhe and Wang, Shihao and Zhao, Jiuyuan and Chen, Luo and Mohammed, Aquil Mirza},
  title = {SafePulse: A Memory-Safe Rust Architecture for Deterministic Real-Time ECG Alerting with Optional LLM Enrichment},
  booktitle = {2026 International Conference on Artificial Intelligence for Health and Education (ICAIHE)},
  year = {2026},
  note = {Track 1: Emerging AI Technologies for Health and Education},
  keywords = {ECG monitoring, rust, actor model, LLM enrichment, digital health decision support}
}

一种多协议统一处理的 Web 应用开发方法及系统

China National Intellectual Property Administration (CNIPA)

CNIPA issued an invention patent application publication notice for the company’s multi-protocol web application development method and system.

Application for Grant of a Short-term Patent

Patents Registry, Intellectual Property Department, Hong Kong SAR

The Hong Kong Patents Registry confirmed that the short-term patent application met the minimum requirements and noted that a further letter would follow within three months.