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2020 – today

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2025
[c35]
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  - conf/humansys/YangSZX25
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Weisi Yang, Yueyuan Sui, Yiting Zhang, Stephen Xia:
Unsupervised Deep Clustering for Human Behavior Understanding. HumanSys@SenSys 2025: 1-6
[c34]
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Yueyuan Sui, Yiting Zhang, Yanchen Liu, Minghui Zhao, Kaiyuan Hou, Jingping Nie, Xiaofan Jiang, Stephen Xia:
DomAIn: Towards Programless Smart Homes. HumanSys@SenSys 2025: 7-12
[c33]
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Yueyuan Sui, Minghui Zhao, Junxi Xia, Yiting Zhang, Xiaofan Jiang, Stephen Xia:
DUal-NET: A Transformer-Based U-Net Model for Denoising Bone Conduction Speech. HumanSys@SenSys 2025: 47-51
[c32]
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Minghui Zhao, Junxi Xia, Kaiyuan Hou, Yanchen Liu, Stephen Xia, Xiaofan Jiang:
FlexiFly: Interfacing the Physical World with Foundation Models Empowered by Reconfigurable Drone Systems. SenSys 2025: 463-476
[i6]
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  - journals/corr/abs-2502-03682
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Weisi Yang, Shinan Liu, Feng Xiao, Nick Feamster, Stephen Xia:
Towards Scalable Defenses against Intimate Partner Infiltrations. CoRR abs/2502.03682 (2025)
2024
[j8]
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Yueyuan Sui, Minghui Zhao, Junxi Xia, Xiaofan Jiang, Stephen Xia:
TRAMBA: A Hybrid Transformer and Mamba Architecture for Practical Audio and Bone Conduction Speech Super Resolution and Enhancement on Mobile and Wearable Platforms. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 8(4): 205:1-205:29 (2024)
[c31]
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Yueyuan Sui, Minghui Zhao, Junxi Xia, Xiaofan Jiang, Stephen Xia:
TraMSR: Transformer and Mamba based Practical Speech Super-Resolution for Mobile Wearables. MobiCom 2024: 1686-1688
[c30]
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Minghui Zhao, Kaiyuan Hou, Junxi Xia, Stephen Xia, Xiaofan Jiang:
Connecting Foundation Models with the Physical World using Reconfigurable Drone Agents. MobiCom 2024: 1745-1747
[i5]
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  - journals/corr/abs-2403-12853
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Minghui Zhao, Junxi Xia, Kaiyuan Hou, Yanchen Liu, Stephen Xia, Xiaofan Jiang:
RASP: A Drone-based Reconfigurable Actuation and Sensing Platform Towards Ambient Intelligent Systems. CoRR abs/2403.12853 (2024)
[i4]
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  - journals/corr/abs-2405-01242
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Yueyuan Sui, Minghui Zhao, Junxi Xia, Xiaofan Jiang, Stephen Xia:
TRAMBA: A Hybrid Transformer and Mamba Architecture for Practical Audio and Bone Conduction Speech Super Resolution and Enhancement on Mobile and Wearable Platforms. CoRR abs/2405.01242 (2024)
[i3]
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  - journals/corr/abs-2407-05619
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Yanchen Liu, Minghui Zhao, Kaiyuan Hou, Junxi Xia, Charles J. Carver, Stephen Xia, Xia Zhou, Xiaofan Jiang:
AIRA: A Low-cost IR-based Approach Towards Autonomous Precision Drone Landing and NLOS Indoor Navigation. CoRR abs/2407.05619 (2024)
[i2]
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  - journals/corr/abs-2411-15281
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Junzhang Liu, Tingkai Liu, Yueyuan Sui, Stephen Xia:
ElastiFormer: Learned Redundancy Reduction in Transformer via Self-Distillation. CoRR abs/2411.15281 (2024)
2023
[c29]
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  - conf/cpsweek/XuanLNZX023
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Ziyi Xuan, Ming Liu, Jingping Nie, Minghui Zhao, Stephen Xia, Xiaofan Jiang:
CaNRun: Non-Contact, Acoustic-based Cadence Estimation on Treadmills using Smartphones. CPS-IoT Week Workshops 2023: 272-277
[c28]
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  - conf/eenergy/NieXLDHZFAP023
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Jingping Nie, Stephen Xia, Yanchen Liu, Shengxuan Ding, Lanxiang Hu, Minghui Zhao, Yuang Fan, Mohamed A. Abdel-Aty, Matthias Preindl, Xiaofan Jiang:
A Data-Driven and Human-Centric EV Charging Recommendation System at City-Scale. e-Energy 2023: 427-438
[c27]
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  - conf/iotdi/ZhaoXNHD023
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Minghui Zhao, Stephen Xia, Jingping Nie, Kaiyuan Hou, Avik Dhupar, Xiaofan Jiang:
LegoSENSE: An Open and Modular Sensing Platform for Rapidly-Deployable IoT Applications. IoTDI 2023: 367-380
[c26]
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  - conf/ipsn/HouXBW023
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Kaiyuan Hou, Stephen Xia, Emily Bejerano, Junyi Wu, Xiaofan Jiang:
ARSteth: Enabling Home Self-Screening with AR-Assisted Intelligent Stethoscopes. IPSN 2023: 205-218
[c25]
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  - conf/mobicom/XiaZAHCN0D023
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Stephen Xia, Minghui Zhao, Charuvahan Adhivarahan, Kaiyuan Hou, Yuyang Chen, Jingping Nie, Eugene Wu, Karthik Dantu, Xiaofan Jiang:
Anemoi: A Low-cost Sensorless Indoor Drone System for Automatic Mapping of 3D Airflow Fields. MobiCom 2023: 77:1-77:16
[c24]
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Stephen Xia, Peter Wei, Yanchen Liu, Andrew Sonta, Xiaofan Jiang:
RECA: A Multi-Task Deep Reinforcement Learning-Based Recommender System for Co-Optimizing Energy, Comfort and Air Quality in Commercial Buildings. BuildSys 2023: 99-109
2022
[j7]
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  - journals/pervasive/LiuXNWSCJ22
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Yanchen Liu, Stephen Xia, Jingping Nie, Peter Wei, Zhan Shu, Jeffrey Andrew Chang, Xiaofan Jiang:
aiMSE: Toward an AI-Based Online Mental Status Examination. IEEE Pervasive Comput. 21(4): 46-54 (2022)
[j6]
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  - journals/sensors/ZhangLZSXDA22
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Shibo Zhang, Yaxuan Li, Shen Zhang, Farzad Shahabi, Stephen Xia, Yu Deng, Nabil Alshurafa:
Deep Learning in Human Activity Recognition with Wearable Sensors: A Review on Advances. Sensors 22(4): 1476 (2022)
[c23]
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  - conf/dcoss/LiuNXSWJ22
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Yanchen Liu, Jingping Nie, Stephen Xia, Jiajing Sun, Peter Wei, Xiaofan Jiang:
SoFIT: Self-Orienting Camera Network for Floor Mapping and Indoor Tracking. DCOSS 2022: 93-100
[c22]
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  - conf/ipsn/HouLWYKXSR022
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Kaiyuan Hou, Yanchen Liu, Peter Wei, Chenye Yang, Hengjiu Kang, Stephen Xia, Teresa Spada, Andrew Rundle, Xiaofan Jiang:
A Low-Cost In-situ System for Continuous Multi-Person Fever Screening. IPSN 2022: 15-27
[c21]
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  - conf/ipsn/Xia022
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Stephen Xia, Xiaofan Jiang:
AvA: An Adaptive Audio Filtering Architecture for Enhancing Mobile, Embedded, and Cyber-Physical Systems. IPSN 2022: 118-131
[c20]
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  - conf/mobisys/HouX022
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Kaiyuan Hou, Stephen Xia, Xiaofan Jiang:
BuMA: Non-Intrusive Breathing Detection using Microphone Array. IASA@MobiSys 2022: 1-6
[c19]
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  - conf/mobisys/NieSZXP022
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Jingping Nie, Hanya Shao, Minghui Zhao, Stephen Xia, Matthias Preindl, Xiaofan Jiang:
Conversational AI Therapist for Daily Function Screening in Home Environments. IASA@MobiSys 2022: 31-36
[c18]
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  - conf/mobisys/ZhaoLDHX022
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Minghui Zhao, Yanchen Liu, Avik Dhupar, Kaiyuan Hou, Stephen Xia, Xiaofan Jiang:
A modular and reconfigurable sensing and actuation platform for smarter environments and drones: demo abstract. MobiSys 2022: 626-627
[c17]
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  - conf/mobisys/LiuZXW022
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Yanchen Liu, Minghui Zhao, Stephen Xia, Eugene Wu, Xiaofan Jiang:
A sensorless drone-based system for mapping indoor 3D airflow gradients: demo abstract. MobiSys 2022: 634-635
[c16]
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  - conf/sensys/HouXWZB022
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Kaiyuan Hou, Stephen Xia, Junyi Wu, Minghui Zhao, Emily Bejerano, Xiaofan Jiang:
AI Stethoscope for Home Self-Diagnosis with AR Guidance. SenSys 2022: 762-763
[c15]
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  - conf/sensys/NieZXSSFP022
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Jingping Nie, Minghui Zhao, Stephen Xia, Xinghua Sun, Hanya Shao, Yuang Fan, Matthias Preindl, Xiaofan Jiang:
AI Therapist for Daily Functioning Assessment and Intervention Using Smart Home Devices. SenSys 2022: 764-765
[e1]
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  - conf/mobisys/2022iasa
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Stephen Xia, Bashima Islam, Chulhong Min:
IASA@MobiSys 2022: Proceedings of the 1st ACM International Workshop on Intelligent Acoustic Systems and Applications, Portland, OR, USA, 1 July 2022. ACM 2022, ISBN 978-1-4503-9403-1 [contents]
2021
[j5]
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  - journals/percom/NieLHWXPJ21
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Jingping Nie, Yanchen Liu, Yigong Hu, Yuanyuting Wang, Stephen Xia, Matthias Preindl, Xiaofan Jiang:
SPIDERS+: A light-weight, wireless, and low-cost glasses-based wearable platform for emotion sensing and bio-signal acquisition. Pervasive Mob. Comput. 75: 101424 (2021)
[c14]
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  - conf/ipsn/XiaN021
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Stephen Xia, Jingping Nie, Xiaofan Jiang:
CSafe: An Intelligent Audio Wearable Platform for Improving Construction Worker Safety in Urban Environments. IPSN 2021: 207-221
[c13]
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Stephen Xia, Xiaofan Jiang:
Improving Acoustic Detection and Classification in Mobile and Embedded Platforms: Poster Abstract. IPSN 2021: 402-403
[c12]
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  - conf/sensys/XiaCLYR021
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Stephen Xia, Rishikanth Chandrasekaran, Yanchen Liu, Chenye Yang, Tajana Simunic Rosing, Xiaofan Jiang:
A Drone-based System for Intelligent and Autonomous Homes. SenSys 2021: 349-350
[i1]
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  - journals/corr/abs-2111-00418
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Shibo Zhang, Yaxuan Li, Shen Zhang, Farzad Shahabi, Stephen Xia, Yu Deng, Nabil Alshurafa:
Deep Learning in Human Activity Recognition with Wearable Sensors: A Review on Advances. CoRR abs/2111.00418 (2021)
2020
[j4]
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Peter Wei, Stephen Xia, Runfeng Chen, Jingyi Qian, Max Chong Li, Xiaofan Jiang:
A Deep-Reinforcement-Learning-Based Recommender System for Occupant-Driven Energy Optimization in Commercial Buildings. IEEE Internet Things J. 7(7): 6402-6413 (2020)
[c11]
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Jingping Nie, Yigong Hu, Yuanyuting Wang, Stephen Xia, Xiaofan Jiang:
SPIDERS: Low-Cost Wireless Glasses for Continuous In-Situ Bio-Signal Acquisition and Emotion Recognition. IoTDI 2020: 27-39
[c10]
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Yigong Hu, Jingping Nie, Yuanyuting Wang, Stephen Xia, Xiaofan Jiang:
Demo Abstract: Wireless Glasses for Non-contact Facial Expression Monitoring. IPSN 2020: 367-368
[c9]
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Stephen Xia, Xiaofan Jiang:
PAMS: Improving Privacy in Audio-Based Mobile Systems. AIChallengeIoT@SenSys 2020: 41-47

2010 – 2019

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2019
[j3]
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Stephen Xia, Daniel de Godoy, Bashima Islam, Md Tamzeed Islam, Shahriar Nirjon, Peter R. Kinget, Xiaofan Jiang:
Improving Pedestrian Safety in Cities Using Intelligent Wearable Systems. IEEE Internet Things J. 6(5): 7497-7514 (2019)
2018
[j2]
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Ji Jia, Chengtian Xu, Shijia Pan, Stephen Xia, Peter Wei, Hae Young Noh, Pei Zhang, Xiaofan Jiang:
Conductive Thread-Based Textile Sensor for Continuous Perspiration Level Monitoring. Sensors 18(11): 3775 (2018)
[j1]
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Peter Wei, Xiaoqi Chen, Jordan Vega, Stephen Xia, Rishikanth Chandrasekaran, Xiaofan Jiang:
A Scalable System for Apportionment and Tracking of Energy Footprints in Commercial Buildings. ACM Trans. Sens. Networks 14(3-4): 22:1-22:25 (2018)
[c8]
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Ji Jia, Chengtian Xu, Shijia Pan, Stephen Xia, Peter Wei, Hae Young Noh, Pei Zhang, Xiaofan Jiang:
Moisture Based Perspiration Level Estimation. UbiComp/ISWC Adjunct 2018: 1301-1308
[c7]
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Daniel de Godoy, Bashima Islam, Stephen Xia, Md Tamzeed Islam, Rishikanth Chandrasekaran, Yen-Chun Chen, Shahriar Nirjon, Peter R. Kinget, Xiaofan Jiang:
PAWS: A Wearable Acoustic System for Pedestrian Safety. IoTDI 2018: 237-248
[c6]
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Daniel de Godoy, Stephen Xia, Wendy P. Fernandez, Xiaofan Jiang, Peter R. Kinget:
Demo Abstract: An Ultra-Low-Power Custom Integrated Circuit Based Sound-Source Localization System. IoTDI 2018: 314-315
[c5]
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Peter Wei, Stephen Xia, Xiaofan Jiang:
Energy Saving Recommendations and User Location Modeling in Commercial Buildings. UMAP 2018: 3-11
[c4]
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  - conf/vnc/XiaGIINKJ18
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Stephen Xia, Daniel de Godoy, Bashima Islam, Md Tamzeed Islam, Shahriar Nirjon, Peter R. Kinget, Xiaofan Jiang:
A Smartphone-Based System for Improving Pedestrian Safety. VNC 2018: 1-2
2017
[c3]
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  - conf/huc/XiaLWJ17
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Stephen Xia, Yan Lu, Peter Wei, Xiaofan Jiang:
SPINDLES: a smartphone platform for intelligent detection and notification of leg shaking. UbiComp/ISWC Adjunct 2017: 607-612
[c2]
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Peter Wei, Xiaoqi Chen, Jordan Vega, Stephen Xia, Rishikanth Chandrasekaran, Xiaofan Jiang:
ePrints: a real-time and scalable system for fair apportionment and tracking of personal energy footprints in commercial buildings. BuildSys 2017: 6:1-6:10
2016
[c1]
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Rishikanth Chandrasekaran, Daniel de Godoy, Stephen Xia, Md Tamzeed Islam, Bashima Islam, S. M. Shahriar Nirjon, Peter R. Kinget, Xiaofan Jiang:
SEUS: A Wearable Multi-Channel Acoustic Headset Platform to Improve Pedestrian Safety: Demo Abstract. SenSys 2016: 330-331

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