Projects
Work in Progress

This work explores the use of generative models to create visualizations based on one or more sensor inputs. We address the challenge of inconsistent or abrupt changes in visual output, such as current SOTA models tend to generate cooler/blueish scenes despite increasing temperature readings. (Left: Stable Diffusion; Right: Ours)
Recent Publications

Kaiyuan Hou*, Minghui Zhao*, Junxi Xia* (Co-primary Authors), Yanchen Liu, Stephen Xia, Xiaofan Jiang
2025 23rd ACM Conference on Embedded Networked Sensor Systems (SenSys 2025) [PDF]

Kaiyuan Hou, Yanchen Liu, Peter Wei, Chenye Yang, Hengjiu Kang, Stephen Xia, Teresa Spada, Andrew Rundle, Xiaofan Jiang
2022 21st ACM/IEEE International Conference on Information Processing in Sensor Networks (IPSN 2022) [PDF]

Minghui Zhao, Stephen Xia, Jingping Nie, Kaiyuan Hou, Avik Dhupar, Xiaofan Jiang
Proceedings of the 8th ACM/IEEE Conference on Internet of Things Design and Implementation (IoTDI 2023) [PDF]

Kaiyuan Hou, Stephen Xia, Emily Bejerano, Junyi Wu, Xiaofan Jiang
Proceedings of the 22nd International Conference on Information Processing in Sensor Networks (IPSN 2023) [PDF]

Stephen Xia, Minghui Zhao, Charuvahan Adhivarahan, Kaiyuan Hou, Yuyang Chen, Jingping Nie, Eugene Wu, Karthik Dantu, Xiaofan Jiang
Proceedings of the 29th Annual International Conference On Mobile Computing And Networking (MobiCom 2023) [PDF]