| 2026 | AAAI | TW-CRL: Time-Weighted Contrastive Reward Learning for Efficient Inverse Reinforcement Learning. | Yuxuan Li, Yicheng Gao, Ning Yang, Stephen Xia |
| 2026 | SENSYS | Short Paper: EarSleeve: Transforming Everyday Earphones into a 12-Lead ECG Sensing Platform. | Junxi Xia, Doga Eldenk, Hongjun Xu, Yang Liu, Stephen Xia |
| 2026 | SENSYS | PELM: Power Efficient On-Device LLM Inference with Speculative Decoding and Dynamic Voltage Frequency Scaling. | Weisi Yang, Stephen Xia |
| 2025 | SENSYS | FlexiFly: Interfacing the Physical World with Foundation Models Empowered by Reconfigurable Drone Systems. | Minghui Zhao, Junxi Xia, Kaiyuan Hou, Yanchen Liu, Stephen Xia, Xiaofan Jiang |
| 2024 | MOBICOM | TraMSR: Transformer and Mamba based Practical Speech Super-Resolution for Mobile Wearables. | Yueyuan Sui, Minghui Zhao, Junxi Xia, Xiaofan Jiang, Stephen Xia |
| 2024 | MOBICOM | Connecting Foundation Models with the Physical World using Reconfigurable Drone Agents. | Minghui Zhao, Kaiyuan Hou, Junxi Xia, Stephen Xia, Xiaofan Jiang |
| 2023 | MOBICOM | Anemoi: A Low-cost Sensorless Indoor Drone System for Automatic Mapping of 3D Airflow Fields. | Stephen Xia, Minghui Zhao, Charuvahan Adhivarahan, Kaiyuan Hou, Yuyang Chen, Jingping Nie, Eugene Wu, Karthik Dantu, Xiaofan Jiang |
| 2023 | SENSYS | RECA: A Multi-Task Deep Reinforcement Learning-Based Recommender System for Co-Optimizing Energy, Comfort and Air Quality in Commercial Buildings. | Stephen Xia, Peter Wei, Yanchen Liu, Andrew Sonta, Xiaofan Jiang |
| 2022 | DCOSS | SoFIT: Self-Orienting Camera Network for Floor Mapping and Indoor Tracking. | Yanchen Liu, Jingping Nie, Stephen Xia, Jiajing Sun, Peter Wei, Xiaofan Jiang |
| 2022 | Mobisys | BuMA: Non-Intrusive Breathing Detection using Microphone Array. | Kaiyuan Hou, Stephen Xia, Xiaofan Jiang |
| 2022 | Mobisys | A sensorless drone-based system for mapping indoor 3D airflow gradients: demo abstract. | Yanchen Liu, Minghui Zhao, Stephen Xia, Eugene Wu, Xiaofan Jiang |
| 2022 | Mobisys | Conversational AI Therapist for Daily Function Screening in Home Environments. | Jingping Nie, Hanya Shao, Minghui Zhao, Stephen Xia, Matthias Preindl, Xiaofan Jiang |
| 2022 | Mobisys | A modular and reconfigurable sensing and actuation platform for smarter environments and drones: demo abstract. | Minghui Zhao, Yanchen Liu, Avik Dhupar, Kaiyuan Hou, Stephen Xia, Xiaofan Jiang |
| 2022 | SENSYS | AI Stethoscope for Home Self-Diagnosis with AR Guidance. | Kaiyuan Hou, Stephen Xia, Junyi Wu, Minghui Zhao, Emily Bejerano, Xiaofan Jiang |
| 2022 | SENSYS | AI Therapist for Daily Functioning Assessment and Intervention Using Smart Home Devices. | Jingping Nie, Minghui Zhao, Stephen Xia, Xinghua Sun, Hanya Shao, Yuang Fan, Matthias Preindl, Xiaofan Jiang |
| 2021 | SENSYS | A Drone-based System for Intelligent and Autonomous Homes. | Stephen Xia, Rishikanth Chandrasekaran, Yanchen Liu, Chenye Yang, Tajana Simunic Rosing, Xiaofan Jiang |
| 2020 | SENSYS | PAMS: Improving Privacy in Audio-Based Mobile Systems. | Stephen Xia, Xiaofan Jiang |
| 2017 | SENSYS | ePrints: a real-time and scalable system for fair apportionment and tracking of personal energy footprints in commercial buildings. | Peter Wei, Xiaoqi Chen, Jordan Vega, Stephen Xia, Rishikanth Chandrasekaran, Xiaofan Jiang |
| 2016 | SENSYS | SEUS: A Wearable Multi-Channel Acoustic Headset Platform to Improve Pedestrian Safety: Demo Abstract. | Rishikanth Chandrasekaran, Daniel de Godoy, Stephen Xia, Md Tamzeed Islam, Bashima Islam, S. M. Shahriar Nirjon, Peter R. Kinget, Xiaofan Jiang |