Stephen Xia - RankMe

56 papers A* 4A 3B 1Misc 5Journal 19Unranked 23

Year	Rank	Type	Title / Venue / Authors
2026	A*	`conf`	TW-CRL: Time-Weighted Contrastive Reward Learning for Efficient Inverse Reinforcement Learning. AAAI Yuxuan Li, Yicheng Gao, Ning Yang, Stephen Xia
2026	J	`jnl`	UNIFERENCE: A Discrete Event Simulation Framework for Developing Distributed AI Models. CoRR Dogaç Eldenk, Stephen Xia
2025	J	`jnl`	Creativity or Brute Force? Using Brainteasers as a Window into the Problem-Solving Abilities of Large Language Models. CoRR Simeng Han, Stephen Xia, Grant Zhang, Howard Dai, Chen Liu, Lichang Chen, Hoang Huy Nguyen, Hongyuan Mei, Jiayuan Mao, R. Thomas McCoy
2025	—	`conf`	DUal-NET: A Transformer-Based U-Net Model for Denoising Bone Conduction Speech. HumanSys@SenSys Yueyuan Sui, Minghui Zhao, Junxi Xia, Yiting Zhang, Xiaofan Jiang, Stephen Xia
2025	—	`conf`	DomAIn: Towards Programless Smart Homes. HumanSys@SenSys Yueyuan Sui, Yiting Zhang, Yanchen Liu, Minghui Zhao, Kaiyuan Hou, Jingping Nie, Xiaofan Jiang, Stephen Xia
2025	Misc	`conf`	FlexiFly: Interfacing the Physical World with Foundation Models Empowered by Reconfigurable Drone Systems. SenSys Minghui Zhao, Junxi Xia, Kaiyuan Hou, Yanchen Liu, Stephen Xia, Xiaofan Jiang
2025	J	`jnl`	MAESTRO : Adaptive Sparse Attention and Robust Learning for Multimodal Dynamic Time Series. CoRR Payal Mohapatra, Yueyuan Sui, Akash Pandey, Stephen Xia, Qi Zhu
2025	J	`jnl`	MambaLite-Micro: Memory-Optimized Mamba Inference on MCUs. CoRR Hongjun Xu, Junxi Xia, Weisi Yang, Yueyuan Sui, Stephen Xia
2025	J	`jnl`	TW-CRL: Time-Weighted Contrastive Reward Learning for Efficient Inverse Reinforcement Learning. CoRR Yuxuan Li, Ning Yang, Stephen Xia
2025	J	`jnl`	Towards Scalable Defenses against Intimate Partner Infiltrations. CoRR Weisi Yang, Shinan Liu, Feng Xiao, Nick Feamster, Stephen Xia
2025	—	`conf`	Unsupervised Deep Clustering for Human Behavior Understanding. HumanSys@SenSys Weisi Yang, Yueyuan Sui, Yiting Zhang, Stephen Xia
2024	J	`jnl`	AIRA: A Low-cost IR-based Approach Towards Autonomous Precision Drone Landing and NLOS Indoor Navigation. CoRR Yanchen Liu, Minghui Zhao, Kaiyuan Hou, Junxi Xia, Charles J. Carver, Stephen Xia, Xia Zhou, Xiaofan Jiang
2024	A*	`conf`	Connecting Foundation Models with the Physical World using Reconfigurable Drone Agents. MobiCom Minghui Zhao, Kaiyuan Hou, Junxi Xia, Stephen Xia, Xiaofan Jiang
2024	J	`jnl`	ElastiFormer: Learned Redundancy Reduction in Transformer via Self-Distillation. CoRR Junzhang Liu, Tingkai Liu, Yueyuan Sui, Stephen Xia
2024	J	`jnl`	RASP: A Drone-based Reconfigurable Actuation and Sensing Platform Towards Ambient Intelligent Systems. CoRR Minghui Zhao, Junxi Xia, Kaiyuan Hou, Yanchen Liu, Stephen Xia, Xiaofan Jiang
2024	J	`jnl`	TRAMBA: A Hybrid Transformer and Mamba Architecture for Practical Audio and Bone Conduction Speech Super Resolution and Enhancement on Mobile and Wearable Platforms. CoRR Yueyuan Sui, Minghui Zhao, Junxi Xia, Xiaofan Jiang, Stephen Xia
2024	J	`jnl`	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. Yueyuan Sui, Minghui Zhao, Junxi Xia, Xiaofan Jiang, Stephen Xia
2024	A*	`conf`	TraMSR: Transformer and Mamba based Practical Speech Super-Resolution for Mobile Wearables. MobiCom Yueyuan Sui, Minghui Zhao, Junxi Xia, Xiaofan Jiang, Stephen Xia
2023	—	`conf`	A Data-Driven and Human-Centric EV Charging Recommendation System at City-Scale. e-Energy Jingping Nie, Stephen Xia, Yanchen Liu, Shengxuan Ding, Lanxiang Hu, Minghui Zhao, Yuang Fan, Mohamed A. Abdel-Aty, Matthias Preindl, Xiaofan Jiang
2023	—	`conf`	ARSteth: Enabling Home Self-Screening with AR-Assisted Intelligent Stethoscopes. IPSN Kaiyuan Hou, Stephen Xia, Emily Bejerano, Junyi Wu, Xiaofan Jiang
2023	A*	`conf`	Anemoi: A Low-cost Sensorless Indoor Drone System for Automatic Mapping of 3D Airflow Fields. MobiCom Stephen Xia, Minghui Zhao, Charuvahan Adhivarahan, Kaiyuan Hou, Yuyang Chen, Jingping Nie, Eugene Wu, Karthik Dantu, Xiaofan Jiang
2023	—	`conf`	CaNRun: Non-Contact, Acoustic-based Cadence Estimation on Treadmills using Smartphones. CPS-IoT Week Workshops Ziyi Xuan, Ming Liu, Jingping Nie, Minghui Zhao, Stephen Xia, Xiaofan Jiang
2023	—	`conf`	LegoSENSE: An Open and Modular Sensing Platform for Rapidly-Deployable IoT Applications. IoTDI Minghui Zhao, Stephen Xia, Jingping Nie, Kaiyuan Hou, Avik Dhupar, Xiaofan Jiang
2023	—	`conf`	RECA: A Multi-Task Deep Reinforcement Learning-Based Recommender System for Co-Optimizing Energy, Comfort and Air Quality in Commercial Buildings. BuildSys Stephen Xia, Peter Wei, Yanchen Liu, Andrew Sonta, Xiaofan Jiang
2022	—	`conf`	A Low-Cost In-situ System for Continuous Multi-Person Fever Screening. IPSN Kaiyuan Hou, Yanchen Liu, Peter Wei, Chenye Yang, Hengjiu Kang, Stephen Xia, Teresa Spada, Andrew Rundle, Xiaofan Jiang
2022	A	`conf`	A modular and reconfigurable sensing and actuation platform for smarter environments and drones: demo abstract. MobiSys Minghui Zhao, Yanchen Liu, Avik Dhupar, Kaiyuan Hou, Stephen Xia, Xiaofan Jiang
2022	A	`conf`	A sensorless drone-based system for mapping indoor 3D airflow gradients: demo abstract. MobiSys Yanchen Liu, Minghui Zhao, Stephen Xia, Eugene Wu, Xiaofan Jiang
2022	Misc	`conf`	AI Stethoscope for Home Self-Diagnosis with AR Guidance. SenSys Kaiyuan Hou, Stephen Xia, Junyi Wu, Minghui Zhao, Emily Bejerano, Xiaofan Jiang
2022	Misc	`conf`	AI Therapist for Daily Functioning Assessment and Intervention Using Smart Home Devices. SenSys Jingping Nie, Minghui Zhao, Stephen Xia, Xinghua Sun, Hanya Shao, Yuang Fan, Matthias Preindl, Xiaofan Jiang
2022	—	`conf`	AvA: An Adaptive Audio Filtering Architecture for Enhancing Mobile, Embedded, and Cyber-Physical Systems. IPSN Stephen Xia, Xiaofan Jiang
2022	—	`conf`	BuMA: Non-Intrusive Breathing Detection using Microphone Array. IASA@MobiSys Kaiyuan Hou, Stephen Xia, Xiaofan Jiang
2022	—	`conf`	Conversational AI Therapist for Daily Function Screening in Home Environments. IASA@MobiSys Jingping Nie, Hanya Shao, Minghui Zhao, Stephen Xia, Matthias Preindl, Xiaofan Jiang
2022	J	`jnl`	Deep Learning in Human Activity Recognition with Wearable Sensors: A Review on Advances. Sensors Shibo Zhang, Yaxuan Li, Shen Zhang, Farzad Shahabi, Stephen Xia, Yu Deng, Nabil Alshurafa
2022	—	`ed.`	IASA@MobiSys 2022: Proceedings of the 1st ACM International Workshop on Intelligent Acoustic Systems and Applications, Portland, OR, USA, 1 July 2022 IASA@MobiSys Stephen Xia, Bashima Islam, Chulhong Min
2022	B	`conf`	SoFIT: Self-Orienting Camera Network for Floor Mapping and Indoor Tracking. DCOSS Yanchen Liu, Jingping Nie, Stephen Xia, Jiajing Sun, Peter Wei, Xiaofan Jiang
2022	J	`jnl`	aiMSE: Toward an AI-Based Online Mental Status Examination. IEEE Pervasive Comput. Yanchen Liu, Stephen Xia, Jingping Nie, Peter Wei, Zhan Shu, Jeffrey Andrew Chang, Xiaofan Jiang
2021	Misc	`conf`	A Drone-based System for Intelligent and Autonomous Homes. SenSys Stephen Xia, Rishikanth Chandrasekaran, Yanchen Liu, Chenye Yang, Tajana Simunic Rosing, Xiaofan Jiang
2021	—	`conf`	CSafe: An Intelligent Audio Wearable Platform for Improving Construction Worker Safety in Urban Environments. IPSN Stephen Xia, Jingping Nie, Xiaofan Jiang
2021	J	`jnl`	Deep Learning in Human Activity Recognition with Wearable Sensors: A Review on Advances. CoRR Shibo Zhang, Yaxuan Li, Shen Zhang, Farzad Shahabi, Stephen Xia, Yu Deng, Nabil Alshurafa
2021	—	`conf`	Improving Acoustic Detection and Classification in Mobile and Embedded Platforms: Poster Abstract. IPSN Stephen Xia, Xiaofan Jiang
2021	J	`jnl`	SPIDERS+: A light-weight, wireless, and low-cost glasses-based wearable platform for emotion sensing and bio-signal acquisition. Pervasive Mob. Comput. Jingping Nie, Yanchen Liu, Yigong Hu, Yuanyuting Wang, Stephen Xia, Matthias Preindl, Xiaofan Jiang
2020	J	`jnl`	A Deep-Reinforcement-Learning-Based Recommender System for Occupant-Driven Energy Optimization in Commercial Buildings. IEEE Internet Things J. Peter Wei, Stephen Xia, Runfeng Chen, Jingyi Qian, Max Chong Li, Xiaofan Jiang
2020	—	`conf`	Demo Abstract: Wireless Glasses for Non-contact Facial Expression Monitoring. IPSN Yigong Hu, Jingping Nie, Yuanyuting Wang, Stephen Xia, Xiaofan Jiang
2020	—	`conf`	PAMS: Improving Privacy in Audio-Based Mobile Systems. AIChallengeIoT@SenSys Stephen Xia, Xiaofan Jiang
2020	—	`conf`	SPIDERS: Low-Cost Wireless Glasses for Continuous In-Situ Bio-Signal Acquisition and Emotion Recognition. IoTDI Jingping Nie, Yigong Hu, Yuanyuting Wang, Stephen Xia, Xiaofan Jiang
2019	J	`jnl`	Improving Pedestrian Safety in Cities Using Intelligent Wearable Systems. IEEE Internet Things J. Stephen Xia, Daniel de Godoy, Bashima Islam, Md Tamzeed Islam, Shahriar Nirjon, Peter R. Kinget, Xiaofan Jiang
2018	J	`jnl`	A Scalable System for Apportionment and Tracking of Energy Footprints in Commercial Buildings. ACM Trans. Sens. Networks Peter Wei, Xiaoqi Chen, Jordan Vega, Stephen Xia, Rishikanth Chandrasekaran, Xiaofan Jiang
2018	—	`conf`	A Smartphone-Based System for Improving Pedestrian Safety. VNC Stephen Xia, Daniel de Godoy, Bashima Islam, Md Tamzeed Islam, Shahriar Nirjon, Peter R. Kinget, Xiaofan Jiang
2018	J	`jnl`	Conductive Thread-Based Textile Sensor for Continuous Perspiration Level Monitoring. Sensors Ji Jia, Chengtian Xu, Shijia Pan, Stephen Xia, Peter Wei, Hae Young Noh, Pei Zhang, Xiaofan Jiang
2018	—	`conf`	Demo Abstract: An Ultra-Low-Power Custom Integrated Circuit Based Sound-Source Localization System. IoTDI Daniel de Godoy, Stephen Xia, Wendy P. Fernandez, Xiaofan Jiang, Peter R. Kinget
2018	A	`conf`	Energy Saving Recommendations and User Location Modeling in Commercial Buildings. UMAP Peter Wei, Stephen Xia, Xiaofan Jiang
2018	—	`conf`	Moisture Based Perspiration Level Estimation. UbiComp/ISWC Adjunct Ji Jia, Chengtian Xu, Shijia Pan, Stephen Xia, Peter Wei, Hae Young Noh, Pei Zhang, Xiaofan Jiang
2018	—	`conf`	PAWS: A Wearable Acoustic System for Pedestrian Safety. IoTDI Daniel de Godoy, Bashima Islam, Stephen Xia, Md Tamzeed Islam, Rishikanth Chandrasekaran, Yen-Chun Chen, Shahriar Nirjon, Peter R. Kinget, Xiaofan Jiang
2017	—	`conf`	SPINDLES: a smartphone platform for intelligent detection and notification of leg shaking. UbiComp/ISWC Adjunct Stephen Xia, Yan Lu, Peter Wei, Xiaofan Jiang
2017	—	`conf`	ePrints: a real-time and scalable system for fair apportionment and tracking of personal energy footprints in commercial buildings. BuildSys Peter Wei, Xiaoqi Chen, Jordan Vega, Stephen Xia, Rishikanth Chandrasekaran, Xiaofan Jiang
2016	Misc	`conf`	SEUS: A Wearable Multi-Channel Acoustic Headset Platform to Improve Pedestrian Safety: Demo Abstract. SenSys Rishikanth Chandrasekaran, Daniel de Godoy, Stephen Xia, Md Tamzeed Islam, Bashima Islam, S. M. Shahriar Nirjon, Peter R. Kinget, Xiaofan Jiang