Connecting People at a Conference: A Study of Influence between Offline and Online Using a Mobile Social Application. - Xiang Zuo; Alvin Chin; Xiaoguang Fan; Bin Xu 002; Dezhi Hong; Ying Wang; Xia Wang (GreenCom, 2012)

Using Proximity and Homophily to Connect Conference Attendees in a Mobile Social Network. - Alvin Chin; Bin Xu 002; Fangxi Yin; Xia Wang; Wei Wang 074; Xiaoguang Fan; Dezhi Hong; Ying Wang (ICDCS Workshops, 2012)

SEPTIMU: continuous in-situ human wellness monitoring and feedback using sensors embedded in earphones. - Dezhi Hong; Ben Zhang 003; Qiang Li 025; S. M. Shahriar Nirjon; Robert F. Dickerson; Guobin Shen; Xiaofan Jiang 001; John A. Stankovic (IPSN, 2012)

Septimu2 - earphones for continuous and non-intrusive physiological and environmental monitoring. - Pan Hu 003; Guobin Shen; Xiaofan Jiang 001; Shao-fu Shih; Donghuan Lu; Feng Zhao 001; Dezhi Hong; Qiang Li 025; S. M. Shahriar Nirjon; Robert F. Dickerson; John A. Stankovic (SenSys, 2012)

MusicalHeart: a hearty way of listening to music. - S. M. Shahriar Nirjon; Robert F. Dickerson; Qiang Li 025; Philip Asare; John A. Stankovic; Dezhi Hong; Ben Zhang 003; Xiaofan Jiang 001; Guobin Shen; Feng Zhao 001 (SenSys, 2012)

Poster abstract: a mobile-cloud service for physiological anomaly detection on smartphones. - Dezhi Hong; S. M. Shahriar Nirjon; John A. Stankovic; David J. Stone; Guobin Shen (IPSN, 2013)

Auditeur: a mobile-cloud service platform for acoustic event detection on smartphones. - S. M. Shahriar Nirjon; Robert F. Dickerson; Philip Asare; Qiang Li 025; Dezhi Hong; John A. Stankovic; Pan Hu 003; Guobin Shen; Xiaofan Jiang 001 (MobiSys, 2013)

Towards Automatic Spatial Verification of Sensor Placement in Buildings. - Dezhi Hong; Jorge Ortiz 001; Kamin Whitehouse; David E. Culler (BuildSys@SenSys, 2013)

A Scalable and Privacy-Aware Location-Sensing Model for Ephemeral Social Network Service. - Yongqiang Lu 001; Dezhi Hong; Ying Wang; Yinghong Hou; Zhengwen Yang; Yu Chen 004; Yuanchun Shi; Alvin Chin (Int. J. Distributed Sens. Networks, 2013)

Automated metadata transformation for a-priori deployed sensor networks. - Arka Aloke Bhattacharya; David E. Culler; Dezhi Hong; Kamin Whitehouse; Jorge Ortiz 001 (SenSys, 2014)

Writing scalable building efficiency applications using normalized metadata: demo abstract. - Arka Aloke Bhattacharya; David E. Culler; Dezhi Hong; Kamin Whitehouse; Jorge Ortiz 001 (BuildSys, 2014)

Clustering-based Active Learning on Sensor Type Classification in Buildings. - Dezhi Hong; Hongning Wang; Kamin Whitehouse (CIKM, 2015)

Automated Metadata Construction to Support Portable Building Applications. - Arka Aloke Bhattacharya; Dezhi Hong; David E. Culler; Jorge Ortiz 001; Kamin Whitehouse; Eugene Wu 002 (BuildSys, 2015)

Poster Abstract: Intuitive Appliance Identification using Image Matching in Smart Buildings. - Kaifei Chen; John Kolb; Jonathan Fürst; Dezhi Hong; Randy H. Katz (BuildSys, 2015)

The Building Adapter: Towards Quickly Applying Building Analytics at Scale. - Dezhi Hong; Hongning Wang; Jorge Ortiz 001; Kamin Whitehouse (BuildSys, 2015)

Sensor-Type Classification in Buildings. - Dezhi Hong; Jorge Ortiz 001; Arka Aloke Bhattacharya; Kamin Whitehouse (CoRR, 2015)

Brick: Towards a Unified Metadata Schema For Buildings. - Bharathan Balaji; Arka Aloke Bhattacharya; Gabriel Fierro; Jingkun Gao; Joshua Gluck; Dezhi Hong; Aslak Johansen; Jason Koh; Joern Ploennigs; Yuvraj Agarwal; Mario Berges; David E. Culler; et al. (BuildSys, 2016)

Portable Queries Using the Brick Schema for Building Applications: Demo Abstract. - Bharathan Balaji; Arka Aloke Bhattacharya; Gabe Fierro; Jingkun Gao; Joshua Gluck; Dezhi Hong; Aslak Johansen; Jason Koh; Joern Ploennigs; Yuvraj Agarwal; Mario Berges; David E. Culler; et al. (BuildSys, 2016)

High-dimensional Time Series Clustering via Cross-Predictability. - Dezhi Hong; Quanquan Gu; Kamin Whitehouse (AISTATS, 2017)

Forma Track: Tracking People based on Body Shape. - Avinash Kalyanaraman; Dezhi Hong; Elahe Soltanaghaei; Kamin Whitehouse (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2017)

Plaster: an integration, benchmark, and development framework for metadata normalization methods. - Jason Koh; Dezhi Hong; Rajesh K. Gupta 001; Kamin Whitehouse; Hongning Wang; Yuvraj Agarwal (BuildSys, 2018)

New models and methods for programming cyber-physical systems (keynote). - Rajesh K. Gupta 001; Jason Koh; Dezhi Hong (LCTES, 2019)

Serving deep neural networks at the cloud edge for vision applications on mobile platforms. - Zhou Fang; Dezhi Hong; Rajesh K. Gupta 001 (MMSys, 2019)

Learning from Correlated Events for Equipment Relation Inference in Buildings. - Dezhi Hong; Renqin Cai; Hongning Wang; Kamin Whitehouse (BuildSys, 2019)

Who can Access What, and When?: Understanding Minimal Access Requirements of Building Applications. - Jason Koh; Dezhi Hong; Shreyas Nagare; Sudershan Boovaraghavan; Yuvraj Agarwal; Rajesh K. Gupta 001 (BuildSys, 2019)

Interactive Building Metadata Normalization. - Jason Koh; Kuo Liang; Yiming Yang; Dezhi Hong; Yuvraj Agarwal; Rajesh Gupta 001 (BuildSys, 2019)

Sequential Learning with Active Partial Labeling for Building Metadata. - Lu Lin 001; Zheng Luo; Dezhi Hong; Hongning Wang (BuildSys, 2019)

Relation Inference among Sensor Time Series in Smart Buildings with Metric Learning. - Shuheng Li; Dezhi Hong; Hongning Wang (AAAI, 2020)

SeNsER: Learning Cross-Building Sensor Metadata Tagger. - Yang Jiao; Jiacheng Li 003; Jiaman Wu; Dezhi Hong; Rajesh Gupta 001; Jingbo Shang (EMNLP (Findings), 2020)

Selective Sampling for Sensor Type Classification in Buildings. - Jing Ma 002; Dezhi Hong; Hongning Wang (IPSN, 2020)

Open Speech Platform: Democratizing Hearing Aid Research. - Dhiman Sengupta; Tamara Zubatiy; Sean K. Hamilton; Arthur Boothroyd; Cagri Yalcin; Dezhi Hong; Rajesh K. Gupta 001; Harinath Garudadri (PervasiveHealth, 2020)

Ember - energy management of batteryless event detection sensors with deep reinforcement learning: demo abstract. - Francesco Fraternali; Bharathan Balaji; Michael Barrow; Dezhi Hong; Rajesh K. Gupta 001 (SenSys, 2020)

Ember: energy management of batteryless event detection sensors with deep reinforcement learning. - Francesco Fraternali; Bharathan Balaji; Dhiman Sengupta; Dezhi Hong; Rajesh K. Gupta 001 (SenSys, 2020)

Zonal Air Handling in Commercial Buildings. - Xiaohan Fu; Jason Koh; Francesco Fraternali; Dezhi Hong; Rajesh K. Gupta 001 (BuildSys, 2020)

EnergonQL: A Building Independent Acquisitional Query Language for Portable Building Analytics. - Fang He 001; Cheng Xu; Yanhui Xu; Dezhi Hong; Dan Wang 002 (BuildSys, 2020)

Local Binary Pattern Networks. - Jeng-Hau Lin; Justin Lazarow; Yunfan Yang; Dezhi Hong; Rajesh K. Gupta 001; Zhuowen Tu (WACV, 2020)

Sensei: Self-Supervised Sensor Name Segmentation. - Jiaman Wu; Dezhi Hong; Rajesh K. Gupta 001; Jingbo Shang (ACL/IJCNLP (Findings), 2021)

Energon: A Data Acquisition System for Portable Building Analytics. - Fang He 001; Yang Deng 004; Yanhui Xu; Cheng Xu; Dezhi Hong; Dan Wang 002 (e-Energy, 2021)

Marble: collaborative scheduling of batteryless sensors with meta reinforcement learning. - Francesco Fraternali; Bharathan Balaji; Dezhi Hong; Yuvraj Agarwal; Rajesh K. Gupta 001 (BuildSys, 2021)

UniTS: Short-Time Fourier Inspired Neural Networks for Sensory Time Series Classification. - Shuheng Li; Ranak Roy Chowdhury; Jingbo Shang; Rajesh K. Gupta 001; Dezhi Hong (SenSys, 2021)

ChatterHub: Privacy Invasion via Smart Home Hub. - Omid Setayeshfar; Karthika Subramani; Xingzi Yuan; Raunak Dey; Dezhi Hong; Kyu Hyung Lee; In Kee Kim (SMARTCOMP, 2021)

Safe HVAC Control via Batch Reinforcement Learning. - Hsin-Yu Liu; Bharathan Balaji; Sicun Gao; Rajesh K. Gupta 001; Dezhi Hong (ICCPS, 2022)

TARNet: Task-Aware Reconstruction for Time-Series Transformer. - Ranak Roy Chowdhury; Xiyuan Zhang 001; Jingbo Shang; Rajesh K. Gupta 001; Dezhi Hong (KDD, 2022)

SQEE: A Machine Perception Approach to Sensing Quality Evaluation at the Edge by Uncertainty Quantification. - Shuheng Li; Jingbo Shang; Rajesh K. Gupta 001; Dezhi Hong (SenSys, 2022)

B2RL: an open-source dataset for building batch reinforcement learning. - Hsin-Yu Liu; Xiaohan Fu; Bharathan Balaji; Rajesh Gupta 001; Dezhi Hong (BuildSys, 2022)

ESC-GAN: Extending Spatial Coverage of Physical Sensors. - Xiyuan Zhang 001; Ranak Roy Chowdhury; Jingbo Shang; Rajesh K. Gupta 001; Dezhi Hong (WSDM, 2022)

Privacy invasion via smart-home hub in personal area networks. - Omid Setayeshfar; Karthika Subramani; Xingzi Yuan; Raunak Dey; Dezhi Hong; In Kee Kim; Kyu Hyung Lee (Pervasive Mob. Comput., 2022)

PrimeNet: Pre-training for Irregular Multivariate Time Series. - Ranak Roy Chowdhury; Jiacheng Li 003; Xiyuan Zhang 001; Dezhi Hong; Rajesh K. Gupta 001; Jingbo Shang (AAAI, 2023)

Unleashing the Power of Shared Label Structures for Human Activity Recognition. - Xiyuan Zhang 001; Ranak Roy Chowdhury; Jiayun Zhang; Dezhi Hong; Rajesh K. Gupta 001; Jingbo Shang (CIKM, 2023)

Rule-based Policy Regularization for Reinforcement Learning-based Building Control. - Hsin-Yu Liu; Bharathan Balaji; Rajesh Gupta 001; Dezhi Hong (e-Energy, 2023)

Towards Diverse and Coherent Augmentation for Time-Series Forecasting. - Xiyuan Zhang 001; Ranak Roy Chowdhury; Jingbo Shang; Rajesh K. Gupta 001; Dezhi Hong (ICASSP, 2023)

Minimally Supervised Contextual Inference from Human Mobility: An Iterative Collaborative Distillation Framework. - Jiayun Zhang; Xinyang Zhang 002; Dezhi Hong; Rajesh K. Gupta 001; Jingbo Shang (IJCAI, 2023)

Navigating Alignment for Non-identical Client Class Sets: A Label Name-Anchored Federated Learning Framework. - Jiayun Zhang; Xiyuan Zhang 001; Xinyang Zhang 002; Dezhi Hong; Rajesh K. Gupta 001; Jingbo Shang (KDD, 2023)

Physics-Informed Data Denoising for Real-Life Sensing Systems. - Xiyuan Zhang 001; Xiaohan Fu; Diyan Teng; Chengyu Dong; Keerthivasan Vijayakumar; Jiayun Zhang; Ranak Roy Chowdhury; Junsheng Han; Dezhi Hong; Rashmi Kulkarni; Jingbo Shang; Rajesh K. Gupta 001 (SenSys, 2023)

Federated Learning with Client-Exclusive Classes. - Jiayun Zhang; Xiyuan Zhang 001; Xinyang Zhang 002; Dezhi Hong; Rajesh K. Gupta 001; Jingbo Shang (CoRR, 2023)

Modeling Label Semantics Improves Activity Recognition. - Xiyuan Zhang 001; Ranak Roy Chowdhury; Dezhi Hong; Rajesh K. Gupta 001; Jingbo Shang (CoRR, 2023)

Adaptive Policy Regularization for Offline-to-Online Reinforcement Learning in HVAC Control. - Hsin-Yu Liu; Bharathan Balaji; Rajesh K. Gupta 001; Dezhi Hong (BuildSys, 2024)

Are Time Series Foundation Models Ready to Revolutionize Predictive Building Analytics? - Ozan Baris Mulayim; Pengrui Quan; Liying Han; Xiaomin Ouyang; Dezhi Hong; Mario Bergés; Mani Srivastava 001 (BuildSys, 2024)

Playground: A Safe Building Operating System. - Xiaohan Fu; Yihao Liu; Jason Koh; Dezhi Hong; Rajesh Gupta 001; Gabe Fierro (ICCPS, 2024)

Demo Abstract: Playground, A Safe Building Operating System. - Xiaohan Fu; Yihao Liu; Jason Koh; Dezhi Hong; Rajesh Gupta 001; Gabe Fierro (ICCPS, 2024)

UniMTS: Unified Pre-training for Motion Time Series. - Xiyuan Zhang 001; Diyan Teng; Ranak Roy Chowdhury; Shuheng Li; Dezhi Hong; Rajesh K. Gupta 001; Jingbo Shang (NeurIPS, 2024)

How Few Davids Improve One Goliath: Federated Learning in Resource-Skewed Edge Computing Environments. - Jiayun Zhang; Shuheng Li; Haiyu Huang 003; Zihan Wang 001; Xiaohan Fu; Dezhi Hong; Rajesh K. Gupta 001; Jingbo Shang (WWW, 2024)

ZeroHAR: Sensor Context Augments Zero-Shot Wearable Action Recognition. - Ranak Roy Chowdhury; Ritvik Kapila; Ameya Panse; Xiyuan Zhang 001; Diyan Teng; Rashmi Kulkarni; Dezhi Hong; Rajesh K. Gupta 001; Jingbo Shang (AAAI, 2025)

Contextual Inference From Sparse Shopping Transactions Based on Motif Patterns. - Jiayun Zhang; Xinyang Zhang 002; Dezhi Hong; Rajesh K. Gupta 001; Jingbo Shang (IEEE Trans. Knowl. Data Eng., 2025)

Can Time-Series Foundation Models Perform Building Energy Management Tasks? - Ozan Baris Mulayim; Pengrui Quan; Liying Han; Xiaomin Ouyang; Dezhi Hong; Mario Bergés; Mani Srivastava 001 (CoRR, 2025)