2 papers
cs.CR2026
PrivateHub: Contrastive Diffusion Model for Private Sensor-Intensive Environment Data Generation
Jiechao Gao, Yuandong Pan, Jie Wang +2
Sensor-intensive environments enable many intelligent services by inferring user applications from heterogeneous data streams. However, not all applications should be exposed: user…
cs.AI2026
EGT-KG: Evidence-Grounded Typed KG Retrieval for Practical Scientific QA with Small Language Models
Muran Yu, Jiechao Gao, Yuandong Pan +5
For emerging scientific research domains, local Small Language Models (SLMs) are becoming more attractive, as they offer stronger privacy control and more stable deployment pipelin…