6 papers
Query-Conditioned Knowledge Alignment for Reliable Cross-System Medical Reasoning
Yan Jiao, Jingran Xu, Pin-Han Ho +1
Cross-domain knowledge alignment is essential for integrating heterogeneous medical systems, yet existing approaches typically treat entity alignment as a static matching problem,…
Multi-Agent Honeypot-Based Request-Response Context Dataset for Improved SQL Injection Detection Performance
Hao Yu, Hui Li, FengYuan Shi +4
SQL injection remains a major threat to web applications, as existing defenses often fail against obfuscation and evolving attacks because of neglecting the request-response contex…
From Snapshot Sensing to Persistent EM World Modeling: A Generative-Space Perspective for ISAC
Pin-Han Ho, Haoran Mei, Limei Peng +3
Electromagnetic (EM) world modeling is emerging as a foundational capability for environment-aware and embodiment-enabled wireless systems. However, most existing mmWave sensing so…
FaA-CAF: Modular Single-RF-Chain Near-Field mmWave Sensing via Clip-On Antenna Fabric
Pin-Han Ho, Haoran Mei, Limei Peng +5
Near field mmWave sensing is poised to play a key role in future wireless systems, enabling environment-aware, embodied, and application adaptive operation under stringent form-fac…
Frequency as Aperture: Enabling Embeddable Near-Field Sensing for 6G Wireless Radios
Pin-Han Ho, Limei Peng, Yiming Miao +4
Integrated sensing and communication (ISAC) is expected to be natively supported by future 6G wireless radios, yet most mmWave sensing solutions still rely on dedicated radar hardw…
SNOMED CT-powered Knowledge Graphs for Structured Clinical Data and Diagnostic Reasoning
Dun Liu, Qin Pang, Guangai Liu +5
The effectiveness of artificial intelligence (AI) in healthcare is significantly hindered by unstructured clinical documentation, which results in noisy, inconsistent, and logicall…