Dezhi Hong

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 47

Top Topics

Activity Recognition

Reinforcement Learning

Mobile Platforms

Top Venues

BuildSys@SenSys

Publications

Xiaohan Fu, Yihao Liu, Jason Koh, Dezhi Hong, Rajesh Gupta, Gabe Fierro
Playground: A Safe Building Operating System. ICCPS (2024)
Xiaohan Fu, Yihao Liu, Jason Koh, Dezhi Hong, Rajesh Gupta, Gabe Fierro
Demo Abstract: Playground, A Safe Building Operating System. ICCPS (2024)
Jiayun Zhang, Shuheng Li, Haiyu Huang, Zihan Wang, Xiaohan Fu, Dezhi Hong, Rajesh K. Gupta, Jingbo Shang
How Few Davids Improve One Goliath: Federated Learning in Resource-Skewed Edge Computing Environments. WWW (2024)
Xiyuan Zhang, Ranak Roy Chowdhury, Jiayun Zhang, Dezhi Hong, Rajesh K. Gupta, Jingbo Shang
Unleashing the Power of Shared Label Structures for Human Activity Recognition. CIKM (2023)
Xiyuan Zhang, Xiaohan Fu, Diyan Teng, Chengyu Dong, Keerthivasan Vijayakumar, Jiayun Zhang, Ranak Roy Chowdhury, Junsheng Han, Dezhi Hong, Rashmi Kulkarni, Jingbo Shang, Rajesh Gupta
Physics-Informed Data Denoising for Real-Life Sensing Systems. CoRR (2023)
Jiayun Zhang, Xinyang Zhang, Dezhi Hong, Rajesh K. Gupta, Jingbo Shang
Minimally Supervised Contextual Inference from Human Mobility: An Iterative Collaborative Distillation Framework. IJCAI (2023)
Hsin-Yu Liu, Bharathan Balaji, Rajesh Gupta, Dezhi Hong
Rule-based Policy Regularization for Reinforcement Learning-based Building Control. e-Energy (2023)
Xiyuan Zhang, Xiaohan Fu, Diyan Teng, Chengyu Dong, Keerthivasan Vijayakumar, Jiayun Zhang, Ranak Roy Chowdhury, Junsheng Han, Dezhi Hong, Rashmi Kulkarni, Jingbo Shang, Rajesh K. Gupta
Physics-Informed Data Denoising for Real-Life Sensing Systems. SenSys (2023)
Xiyuan Zhang, Ranak Roy Chowdhury, Jingbo Shang, Rajesh Gupta, Dezhi Hong
Towards Diverse and Coherent Augmentation for Time-Series Forecasting. CoRR (2023)
Ranak Roy Chowdhury, Jiacheng Li, Xiyuan Zhang, Dezhi Hong, Rajesh K. Gupta, Jingbo Shang
PrimeNet: Pre-training for Irregular Multivariate Time Series. AAAI (2023)
Jiayun Zhang, Xiyuan Zhang, Xinyang Zhang, Dezhi Hong, Rajesh K. Gupta, Jingbo Shang
Federated Learning with Client-Exclusive Classes. CoRR (2023)
Jiayun Zhang, Xiyuan Zhang, Xinyang Zhang, Dezhi Hong, Rajesh K. Gupta, Jingbo Shang
Navigating Alignment for Non-identical Client Class Sets: A Label Name-Anchored Federated Learning Framework. KDD (2023)
Xiyuan Zhang, Ranak Roy Chowdhury, Jingbo Shang, Rajesh K. Gupta, Dezhi Hong
Towards Diverse and Coherent Augmentation for Time-Series Forecasting. ICASSP (2023)
Xiyuan Zhang, Ranak Roy Chowdhury, Dezhi Hong, Rajesh K. Gupta, Jingbo Shang
Modeling Label Semantics Improves Activity Recognition. CoRR (2023)
Hsin-Yu Liu, Bharathan Balaji, Sicun Gao, Rajesh K. Gupta, Dezhi Hong
Safe HVAC Control via Batch Reinforcement Learning. ICCPS (2022)
Hsin-Yu Liu, Xiaohan Fu, Bharathan Balaji, Rajesh Gupta, Dezhi Hong
B2RL: an open-source dataset for building batch reinforcement learning. BuildSys@SenSys (2022)
Shuheng Li, Jingbo Shang, Rajesh K. Gupta, Dezhi Hong
SQEE: A Machine Perception Approach to Sensing Quality Evaluation at the Edge by Uncertainty Quantification. SenSys (2022)
Hsin-Yu Liu, Xiaohan Fu, Bharathan Balaji, Rajesh Gupta, Dezhi Hong
B2RL: An open-source Dataset for Building Batch Reinforcement Learning. CoRR (2022)
Ranak Roy Chowdhury, Xiyuan Zhang, Jingbo Shang, Rajesh K. Gupta, Dezhi Hong
TARNet: Task-Aware Reconstruction for Time-Series Transformer. KDD (2022)
Xiyuan Zhang, Ranak Roy Chowdhury, Jingbo Shang, Rajesh K. Gupta, Dezhi Hong
ESC-GAN: Extending Spatial Coverage of Physical Sensors. WSDM (2022)
Omid Setayeshfar, Karthika Subramani, Xingzi Yuan, Raunak Dey, Dezhi Hong, In Kee Kim, Kyu Hyung Lee
Privacy invasion via smart-home hub in personal area networks. Pervasive Mob. Comput. 85 (2022)
Omid Setayeshfar, Karthika Subramani, Xingzi Yuan, Raunak Dey, Dezhi Hong, Kyu Hyung Lee, In Kee Kim
ChatterHub: Privacy Invasion via Smart Home Hub. SMARTCOMP (2021)
Jiaman Wu, Dezhi Hong, Rajesh K. Gupta, Jingbo Shang
Sensei: Self-Supervised Sensor Name Segmentation. CoRR (2021)
Jiaman Wu, Dezhi Hong, Rajesh K. Gupta, Jingbo Shang
Sensei: Self-Supervised Sensor Name Segmentation. ACL/IJCNLP (Findings) (2021)
Fang He, Yang Deng, Yanhui Xu, Cheng Xu, Dezhi Hong, Dan Wang
Energon: A Data Acquisition System for Portable Building Analytics. e-Energy (2021)
Francesco Fraternali, Bharathan Balaji, Dezhi Hong, Yuvraj Agarwal, Rajesh K. Gupta
Marble: collaborative scheduling of batteryless sensors with meta reinforcement learning. BuildSys@SenSys (2021)
Shuheng Li, Ranak Roy Chowdhury, Jingbo Shang, Rajesh K. Gupta, Dezhi Hong
UniTS: Short-Time Fourier Inspired Neural Networks for Sensory Time Series Classification. SenSys (2021)
Shuheng Li, Dezhi Hong, Hongning Wang
Relation Inference among Sensor Time Series in Smart Buildings with Metric Learning. AAAI (2020)
Yang Jiao, Jiacheng Li, Jiaman Wu, Dezhi Hong, Rajesh Gupta, Jingbo Shang
SeNsER: Learning Cross-Building Sensor Metadata Tagger. EMNLP (Findings) (2020)
Xiaohan Fu, Jason Koh, Francesco Fraternali, Dezhi Hong, Rajesh K. Gupta
Zonal Air Handling in Commercial Buildings. BuildSys@SenSys (2020)
Jeng-Hau Lin, Justin Lazarow, Yunfan Yang, Dezhi Hong, Rajesh K. Gupta, Zhuowen Tu
Local Binary Pattern Networks. WACV (2020)
Dhiman Sengupta, Tamara Zubatiy, Sean K. Hamilton, Arthur Boothroyd, Cagri Yalcin, Dezhi Hong, Rajesh K. Gupta, Harinath Garudadri
Open Speech Platform: Democratizing Hearing Aid Research. PervasiveHealth (2020)
Fang He, Cheng Xu, Yanhui Xu, Dezhi Hong, Dan Wang
EnergonQL: A Building Independent Acquisitional Query Language for Portable Building Analytics. BuildSys@SenSys (2020)
Jing Ma, Dezhi Hong, Hongning Wang
Selective Sampling for Sensor Type Classification in Buildings. IPSN (2020)
Francesco Fraternali, Bharathan Balaji, Michael Barrow, Dezhi Hong, Rajesh K. Gupta
Ember - energy management of batteryless event detection sensors with deep reinforcement learning: demo abstract. SenSys (2020)
Francesco Fraternali, Bharathan Balaji, Dhiman Sengupta, Dezhi Hong, Rajesh K. Gupta
Ember: energy management of batteryless event detection sensors with deep reinforcement learning. SenSys (2020)
Jason Koh, Kuo Liang, Yiming Yang, Dezhi Hong, Yuvraj Agarwal, Rajesh Gupta
Interactive Building Metadata Normalization. BuildSys@SenSys (2019)
Lu Lin, Zheng Luo, Dezhi Hong, Hongning Wang
Sequential Learning with Active Partial Labeling for Building Metadata. BuildSys@SenSys (2019)
Zhou Fang, Dezhi Hong, Rajesh K. Gupta
Serving deep neural networks at the cloud edge for vision applications on mobile platforms. MMSys (2019)
Jason Koh, Dezhi Hong, Shreyas Nagare, Sudershan Boovaraghavan, Yuvraj Agarwal, Rajesh K. Gupta
Who can Access What, and When?: Understanding Minimal Access Requirements of Building Applications. BuildSys@SenSys (2019)
Rajesh K. Gupta, Jason Koh, Dezhi Hong
New models and methods for programming cyber-physical systems (keynote). LCTES (2019)
Dezhi Hong, Renqin Cai, Hongning Wang, Kamin Whitehouse
Learning from Correlated Events for Equipment Relation Inference in Buildings. BuildSys@SenSys (2019)
Jason Koh, Dezhi Hong, Rajesh K. Gupta, Kamin Whitehouse, Hongning Wang, Yuvraj Agarwal
Plaster: an integration, benchmark, and development framework for metadata normalization methods. BuildSys@SenSys (2018)
Dezhi Hong, Quanquan Gu, Kamin Whitehouse
High-dimensional Time Series Clustering via Cross-Predictability. AISTATS (2017)
Avinash Kalyanaraman, Dezhi Hong, Elahe Soltanaghaei, Kamin Whitehouse
Forma Track: Tracking People based on Body Shape. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 1 (3) (2017)
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, Rajesh Gupta, Mikkel Baun Kjærgaard, Mani B. Srivastava, Kamin Whitehouse
Portable Queries Using the Brick Schema for Building Applications: Demo Abstract. BuildSys@SenSys (2016)
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, Rajesh K. Gupta, Mikkel Baun Kjærgaard, Mani B. Srivastava, Kamin Whitehouse
Brick: Towards a Unified Metadata Schema For Buildings. BuildSys@SenSys (2016)
Kaifei Chen, John Kolb, Jonathan Fürst, Dezhi Hong, Randy H. Katz
Poster Abstract: Intuitive Appliance Identification using Image Matching in Smart Buildings. BuildSys@SenSys (2015)
Arka Aloke Bhattacharya, Dezhi Hong, David E. Culler, Jorge Ortiz, Kamin Whitehouse, Eugene Wu
Automated Metadata Construction to Support Portable Building Applications. BuildSys@SenSys (2015)
Dezhi Hong, Hongning Wang, Kamin Whitehouse
Clustering-based Active Learning on Sensor Type Classification in Buildings. CIKM (2015)
Dezhi Hong, Jorge Ortiz, Arka Aloke Bhattacharya, Kamin Whitehouse
Sensor-Type Classification in Buildings. CoRR (2015)
Dezhi Hong, Hongning Wang, Jorge Ortiz, Kamin Whitehouse
The Building Adapter: Towards Quickly Applying Building Analytics at Scale. BuildSys@SenSys (2015)
Arka Aloke Bhattacharya, David E. Culler, Dezhi Hong, Kamin Whitehouse, Jorge Ortiz
Writing scalable building efficiency applications using normalized metadata: demo abstract. BuildSys@SenSys (2014)
Arka Aloke Bhattacharya, David E. Culler, Dezhi Hong, Kamin Whitehouse, Jorge Ortiz
Automated metadata transformation for a-priori deployed sensor networks. SenSys (2014)
Yongqiang Lu, Dezhi Hong, Ying Wang, Yinghong Hou, Zhengwen Yang, Yu Chen, Yuanchun Shi, Alvin Chin
A Scalable and Privacy-Aware Location-Sensing Model for Ephemeral Social Network Service. Int. J. Distributed Sens. Networks 9 (2013)
Dezhi Hong, S. M. Shahriar Nirjon, John A. Stankovic, David J. Stone, Guobin Shen
Poster abstract: a mobile-cloud service for physiological anomaly detection on smartphones. IPSN (2013)
S. M. Shahriar Nirjon, Robert F. Dickerson, Philip Asare, Qiang Li, Dezhi Hong, John A. Stankovic, Pan Hu, Guobin Shen, Xiaofan Jiang
Auditeur: a mobile-cloud service platform for acoustic event detection on smartphones. MobiSys (2013)
Dezhi Hong, Jorge Ortiz, Kamin Whitehouse, David E. Culler
Towards Automatic Spatial Verification of Sensor Placement in Buildings. BuildSys@SenSys (2013)
Dezhi Hong, Ben Zhang, Qiang Li, S. M. Shahriar Nirjon, Robert F. Dickerson, Guobin Shen, Xiaofan Jiang, John A. Stankovic
SEPTIMU: continuous in-situ human wellness monitoring and feedback using sensors embedded in earphones. IPSN (2012)
Alvin Chin, Bin Xu, Fangxi Yin, Xia Wang, Wei Wang, Xiaoguang Fan, Dezhi Hong, Ying Wang
Using Proximity and Homophily to Connect Conference Attendees in a Mobile Social Network. ICDCS Workshops (2012)
S. M. Shahriar Nirjon, Robert F. Dickerson, Qiang Li, Philip Asare, John A. Stankovic, Dezhi Hong, Ben Zhang, Xiaofan Jiang, Guobin Shen, Feng Zhao
way of listening to music. SenSys (2012)
Pan Hu, Guobin Shen, Xiaofan Jiang, Shao-fu Shih, Donghuan Lu, Feng Zhao, Dezhi Hong, Qiang Li, S. M. Shahriar Nirjon, Robert F. Dickerson, John A. Stankovic
- earphones for continuous and non-intrusive physiological and environmental monitoring. SenSys (2012)
Xiang Zuo, Alvin Chin, Xiaoguang Fan, Bin Xu, Dezhi Hong, Ying Wang, Xia Wang
Connecting People at a Conference: A Study of Influence between Offline and Online Using a Mobile Social Application. GreenCom (2012)