Publications

Operating Systems with Rust

Aquil Mirza Mohammed, Suyu Jiang

Wiley–IEEE Press, Hoboken, NJ, USA

This textbook introduces operating-systems concepts through Rust. It connects memory safety and modern systems programming with the core topics of an operating-systems course.

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

Suyu Jiang, et al.

2026 International Conference on Artificial Intelligence for Health and Education (ICAIHE)

A memory-safe Rust architecture for real-time ECG monitoring. The design keeps the alert path deterministic, and it separates the optional LLM enrichment from that path. Each device gets one SessionActor, which bounds the shared mutable state. The LLM interpretation runs asynchronously, so it does not change the alert latency.

Engineering Metadata Placement over MQTT 5 for Multi-Robot Fleet Coordination

T. D. Xiang, Z. X. Lu, A. R. J. X. P. Santos, Suyu Jiang, K. W. Lu, Aquil Mirza Mohammed

36th IEEE International Conference Radioelektronika (RADIOELEKTRONIKA), Czech Republic

An investigation of the engineering choices for the placement of coordination metadata over MQTT 5. The work supports interoperable communication across heterogeneous multi-robot fleets.

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

A conference paper about a high-performance adaptive learning and testing system with a safe dynamic plugin architecture. The work covers extensibility, runtime safety, and Rust implementation choices such as generic programming and metaprogramming.

SAM-YOLO: An Improved Small Object Detection Model for Vehicle Detection

Suyu Jiang, et al.

The European Journal on Artificial Intelligence

SAM-YOLO improves the detection of small objects in vehicle images. It combines segmentation cues in the style of SAM with a YOLO detection backbone. The method addresses the trade-off between recall on small objects and inference cost.

International Workshop on Advanced AI Systems for Clinical Practice — Hotaru for Connected Healthcare

Suyu Jiang

AASCP 2026 · under ICAIHE 2026 (icaihe.org)

A speaker session about Hotaru, a multi-protocol networking framework. One application serves HTTP, MQTT, and other protocols at the same time. The session shows how Hotaru simplifies connected healthcare systems: medical devices, data aggregation pipelines, and clinical dashboards that communicate across different networks.

A Web Application Development Method and System for Unified Multi-Protocol Processing

一种多协议统一处理的 Web 应用开发方法及系统

Suyu Jiang

China National Intellectual Property Administration (CNIPA)

An invention patent application for a Web application development method and system that processes several network protocols in one place. The document describes the architecture of the Hotaru framework. The endpoint definition stays in one place, the router serves several protocols, and the handler and the state layer stay separate.

A General-Purpose Network Service Framework System and Method with Unified Access Points and Decoupled Transport Layers

统一访问点与传输解耦的通用网络服务框架系统及方法

Suyu Jiang

China National Intellectual Property Administration (CNIPA)

An invention patent application for a general-purpose network service framework with unified access points and decoupled transport layers. The design separates the service contract of the application from the transport protocol. One service definition therefore works across different transport mechanisms, and needs no second implementation.

Making Robot Programming Visible through Solvable Tasks and Classroom Practice

Suyu Jiang, et al.

ICWL–SETE 2026 — Joint Conference of the 25th International Conference on Web-Based Learning and the 11th International Symposium on Emerging Technologies for Education

A browser platform lets a beginner program a simulated hair-cutting arm with blocks, inspect the cut, and revise the program. The early tasks used geometric targets and had no demonstrated solution. The revised generator runs a reference program and uses the result as the target, so every task has a known solution. Over a path of 2,134 waypoints, the tool-tip positions of the browser and the server agree to one part in a million. Two sessions of three hours with 30 students of mixed programming experience showed two problems: cutting instruction was missing, and the students met barriers to further practice. These findings produced a new cutting lesson and changes to practice and competition. The analysis covers 1,615 log records and 13 reconstructed rounds. None of the 21 adaptive sessions reached the precision that is necessary to link practice with competitive item calibration.

Trait-Based High-Performance Rust Web Framework

Suyu Jiang

In preparation · target IEEE CSE 2026

The companion paper to the Hotaru framework. It formalizes the trait-based architecture, the macro-driven endpoint DSL, and the multi-protocol routing model. It also gives the benchmark method and a comparison with established Rust web frameworks.

Evaluating AI Code Generation on Novel Frameworks Beyond Pretraining Data

Suyu Jiang, et al.

Expert Systems With Applications

A study of large language models on code generation for novel frameworks. The APIs of these frameworks lie outside the common pretraining corpora. The study measures how well current models generalize to recent and specialized software ecosystems.

A Pluggable, Type-Safe Computerized Adaptive Testing Framework with Dynamic Item Generation in Rust

Suyu Jiang, et al.

Information and Software Technology

A pluggable and type-safe computerized adaptive testing framework in Rust, with dynamic item generation. The architecture keeps zero-cost abstractions, and dynamic trait objects also let an operator change the model at run time.