Dezhi Hong

According to our database, Dezhi Hong authored at least 56 papers between 2012 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Physics-Informed Data Denoising for Real-Life Sensing Systems.

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

CoRR, 2023

Modeling Label Semantics Improves Activity Recognition.

Xiyuan Zhang, Ranak Roy Chowdhury, Dezhi Hong, Rajesh K. Gupta, Jingbo Shang

CoRR, 2023

Federated Learning with Client-Exclusive Classes.

Jiayun Zhang, Xiyuan Zhang, Xinyang Zhang, Dezhi Hong, Rajesh K. Gupta, Jingbo Shang

CoRR, 2023

Navigating Alignment for Non-identical Client Class Sets: A Label Name-Anchored Federated Learning Framework.

Jiayun Zhang, Xiyuan Zhang, Xinyang Zhang, Dezhi Hong, Rajesh K. Gupta, Jingbo Shang

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

Minimally Supervised Contextual Inference from Human Mobility: An Iterative Collaborative Distillation Framework.

Jiayun Zhang, Xinyang Zhang, Dezhi Hong, Rajesh K. Gupta, Jingbo Shang

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

Towards Diverse and Coherent Augmentation for Time-Series Forecasting.

Xiyuan Zhang, Ranak Roy Chowdhury, Jingbo Shang, Rajesh K. Gupta, Dezhi Hong

Proceedings of the IEEE International Conference on Acoustics, 2023

Rule-based Policy Regularization for Reinforcement Learning-based Building Control.

Hsin-Yu Liu, Bharathan Balaji, Rajesh Gupta, Dezhi Hong

Proceedings of the 14th ACM International Conference on Future Energy Systems, 2023

Unleashing the Power of Shared Label Structures for Human Activity Recognition.

Xiyuan Zhang, Ranak Roy Chowdhury, Jiayun Zhang, Dezhi Hong, Rajesh K. Gupta, Jingbo Shang

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

PrimeNet: Pre-training for Irregular Multivariate Time Series.

Ranak Roy Chowdhury, Jiacheng Li, Xiyuan Zhang, Dezhi Hong, Rajesh K. Gupta, Jingbo Shang

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

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

ESC-GAN: Extending Spatial Coverage of Physical Sensors.

Xiyuan Zhang, Ranak Roy Chowdhury, Jingbo Shang, Rajesh K. Gupta, Dezhi Hong

Proceedings of the WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining, Virtual Event / Tempe, AZ, USA, February 21, 2022

B2RL: an open-source dataset for building batch reinforcement learning.

Hsin-Yu Liu, Xiaohan Fu, Bharathan Balaji, Rajesh Gupta, Dezhi Hong

Proceedings of the 9th ACM International Conference on Systems for Energy-Efficient Buildings, 2022

SQEE: A Machine Perception Approach to Sensing Quality Evaluation at the Edge by Uncertainty Quantification.

Shuheng Li, Jingbo Shang, Rajesh K. Gupta, Dezhi Hong

Proceedings of the 20th ACM Conference on Embedded Networked Sensor Systems, 2022

TARNet: Task-Aware Reconstruction for Time-Series Transformer.

Ranak Roy Chowdhury, Xiyuan Zhang, Jingbo Shang, Rajesh K. Gupta, Dezhi Hong

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Safe HVAC Control via Batch Reinforcement Learning.

Hsin-Yu Liu, Bharathan Balaji, Sicun Gao, Rajesh K. Gupta, Dezhi Hong

Proceedings of the 13th ACM/IEEE International Conference on Cyber-Physical Systems, 2022

2021

ChatterHub: Privacy Invasion via Smart Home Hub.

Omid Setayeshfar, Karthika Subramani, Xingzi Yuan, Raunak Dey, Dezhi Hong, Kyu Hyung Lee, In Kee Kim

Proceedings of the IEEE International Conference on Smart Computing, 2021

UniTS: Short-Time Fourier Inspired Neural Networks for Sensory Time Series Classification.

Shuheng Li, Ranak Roy Chowdhury, Jingbo Shang, Rajesh K. Gupta, Dezhi Hong

Proceedings of the SenSys '21: The 19th ACM Conference on Embedded Networked Sensor Systems, Coimbra, Portugal, November 15, 2021

Marble: collaborative scheduling of batteryless sensors with meta reinforcement learning.

Francesco Fraternali, Bharathan Balaji, Dezhi Hong, Yuvraj Agarwal, Rajesh K. Gupta

Proceedings of the BuildSys '21: The 8th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation, Coimbra, Portugal, November 17, 2021

Energon: A Data Acquisition System for Portable Building Analytics.

Fang He, Yang Deng, Yanhui Xu, Cheng Xu, Dezhi Hong, Dan Wang

Proceedings of the e-Energy '21: The Twelfth ACM International Conference on Future Energy Systems, Virtual Event, Torino, Italy, 28 June, 2021

Sensei: Self-Supervised Sensor Name Segmentation.

Jiaman Wu, Dezhi Hong, Rajesh K. Gupta, Jingbo Shang

Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

2020

Local Binary Pattern Networks.

Jeng-Hau Lin, Justin Lazarow, Yunfan Yang, Dezhi Hong, Rajesh K. Gupta, Zhuowen Tu

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020

EnergonQL: A Building Independent Acquisitional Query Language for Portable Building Analytics.

Fang He, Cheng Xu, Yanhui Xu, Dezhi Hong, Dan Wang

Proceedings of the BuildSys '20: The 7th ACM International Conference on Systems for Energy-Efficient Buildings, 2020

Zonal Air Handling in Commercial Buildings.

Xiaohan Fu, Jason Koh, Francesco Fraternali, Dezhi Hong, Rajesh K. Gupta

Proceedings of the BuildSys '20: The 7th ACM International Conference on Systems for Energy-Efficient Buildings, 2020

Ember: energy management of batteryless event detection sensors with deep reinforcement learning.

Francesco Fraternali, Bharathan Balaji, Dhiman Sengupta, Dezhi Hong, Rajesh K. Gupta

Proceedings of the SenSys '20: The 18th ACM Conference on Embedded Networked Sensor Systems, 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

Proceedings of the SenSys '20: The 18th ACM Conference on Embedded Networked Sensor Systems, 2020

Open Speech Platform: Democratizing Hearing Aid Research.

Dhiman Sengupta, Tamara Zubatiy, Sean K. Hamilton, Arthur Boothroyd, Cagri Yalcin, Dezhi Hong, Rajesh K. Gupta, Harinath Garudadri

Proceedings of the PervasiveHealth '20: 14th EAI International Conference on Pervasive Computing Technologies for Healthcare, 2020

Selective Sampling for Sensor Type Classification in Buildings.

Jing Ma, Dezhi Hong, Hongning Wang

Proceedings of the 19th ACM/IEEE International Conference on Information Processing in Sensor Networks, 2020

SeNsER: Learning Cross-Building Sensor Metadata Tagger.

Yang Jiao, Jiacheng Li, Jiaman Wu, Dezhi Hong, Rajesh Gupta, Jingbo Shang

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

Relation Inference among Sensor Time Series in Smart Buildings with Metric Learning.

Shuheng Li, Dezhi Hong, Hongning Wang

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Sequential Learning with Active Partial Labeling for Building Metadata.

Lu Lin, Zheng Luo, Dezhi Hong, Hongning Wang

Proceedings of the 6th ACM International Conference on Systems for Energy-Efficient Buildings, 2019

Interactive Building Metadata Normalization.

Jason Koh, Kuo Liang, Yiming Yang, Dezhi Hong, Yuvraj Agarwal, Rajesh Gupta

Proceedings of the 6th ACM International Conference on Systems for Energy-Efficient Buildings, 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

Proceedings of the 6th ACM International Conference on Systems for Energy-Efficient Buildings, 2019

Learning from Correlated Events for Equipment Relation Inference in Buildings.

Dezhi Hong, Renqin Cai, Hongning Wang, Kamin Whitehouse

Proceedings of the 6th ACM International Conference on Systems for Energy-Efficient Buildings, 2019

Serving deep neural networks at the cloud edge for vision applications on mobile platforms.

Zhou Fang, Dezhi Hong, Rajesh K. Gupta

Proceedings of the 10th ACM Multimedia Systems Conference, 2019

New models and methods for programming cyber-physical systems (keynote).

Rajesh K. Gupta, Jason Koh, Dezhi Hong

Proceedings of the 20th ACM SIGPLAN/SIGBED International Conference on Languages, 2019

2018

Plaster: an integration, benchmark, and development framework for metadata normalization methods.

Jason Koh, Dezhi Hong, Rajesh K. Gupta, Kamin Whitehouse, Hongning Wang, Yuvraj Agarwal

Proceedings of the 5th Conference on Systems for Built Environments, 2018

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

High-dimensional Time Series Clustering via Cross-Predictability.

Dezhi Hong, Quanquan Gu, Kamin Whitehouse

Proceedings of the 20th International Conference on Artificial Intelligence and Statistics, 2017

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, Rajesh Gupta, Mikkel Baun Kjærgaard, Mani B. Srivastava, Kamin Whitehouse

Proceedings of the 3rd ACM International Conference on Systems for Energy-Efficient Built Environments, 2016

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, Rajesh K. Gupta, Mikkel Baun Kjærgaard, Mani B. Srivastava, Kamin Whitehouse

Proceedings of the 3rd ACM International Conference on Systems for Energy-Efficient Built Environments, 2016

2015

Sensor-Type Classification in Buildings.

Dezhi Hong, Jorge Ortiz, Arka Aloke Bhattacharya, Kamin Whitehouse

CoRR, 2015

The Building Adapter: Towards Quickly Applying Building Analytics at Scale.

Dezhi Hong, Hongning Wang, Jorge Ortiz, Kamin Whitehouse

Proceedings of the 2nd ACM International Conference on Embedded Systems for Energy-Efficient Built Environments, 2015

Poster Abstract: Intuitive Appliance Identification using Image Matching in Smart Buildings.

Kaifei Chen, John Kolb, Jonathan Fürst, Dezhi Hong, Randy H. Katz

Proceedings of the 2nd ACM International Conference on Embedded Systems for Energy-Efficient Built Environments, 2015

Automated Metadata Construction to Support Portable Building Applications.

Arka Aloke Bhattacharya, Dezhi Hong, David E. Culler, Jorge Ortiz, Kamin Whitehouse, Eugene Wu

Proceedings of the 2nd ACM International Conference on Embedded Systems for Energy-Efficient Built Environments, 2015

Clustering-based Active Learning on Sensor Type Classification in Buildings.

Dezhi Hong, Hongning Wang, Kamin Whitehouse

Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015

2014

Writing scalable building efficiency applications using normalized metadata: demo abstract.

Arka Aloke Bhattacharya, David E. Culler, Dezhi Hong, Kamin Whitehouse, Jorge Ortiz

Proceedings of the 1st ACM Conference on Embedded Systems for Energy-Efficient Buildings, 2014

Automated metadata transformation for a-priori deployed sensor networks.

Arka Aloke Bhattacharya, David E. Culler, Dezhi Hong, Kamin Whitehouse, Jorge Ortiz

Proceedings of the 12th ACM Conference on Embedded Network Sensor Systems, 2014

2013

A Scalable and Privacy-Aware Location-Sensing Model for Ephemeral Social Network Service.

Yongqiang Lu, Dezhi Hong, Ying Wang, Yinghong Hou, Zhengwen Yang, Yu Chen, Yuanchun Shi, Alvin Chin

Int. J. Distributed Sens. Networks, 2013

Towards Automatic Spatial Verification of Sensor Placement in Buildings.

Dezhi Hong, Jorge Ortiz, Kamin Whitehouse, David E. Culler

Proceedings of the BuildSys 2013, 2013

Auditeur: a mobile-cloud service platform for acoustic event detection on smartphones.

S. M. Shahriar Nirjon, Robert F. Dickerson, Philip Asare, Qiang Li, Dezhi Hong, John A. Stankovic, Pan Hu, Guobin Shen, Xiaofan Jiang

Proceedings of the 11th Annual International Conference on Mobile Systems, 2013

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

Proceedings of the 12th International Conference on Information Processing in Sensor Networks (co-located with CPS Week 2013), 2013

2012

MusicalHeart: a <i>hearty</i> way of listening to music.

S. M. Shahriar Nirjon, Robert F. Dickerson, Qiang Li, Philip Asare, John A. Stankovic, Dezhi Hong, Ben Zhang, Xiaofan Jiang, Guobin Shen, Feng Zhao

Proceedings of the 10th ACM Conference on Embedded Network Sensor Systems, 2012

Septimu² - earphones for continuous and non-intrusive physiological and environmental monitoring.

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

Proceedings of the 10th ACM Conference on Embedded Network Sensor Systems, 2012

SEPTIMU: continuous in-situ human wellness monitoring and feedback using sensors embedded in earphones.

Dezhi Hong, Ben Zhang, Qiang Li, S. M. Shahriar Nirjon, Robert F. Dickerson, Guobin Shen, Xiaofan Jiang, John A. Stankovic

Proceedings of the 11th International Conference on Information Processing in Sensor Networks (co-located with CPS Week 2012), 2012

Using Proximity and Homophily to Connect Conference Attendees in a Mobile Social Network.

Alvin Chin, Bin Xu, Fangxi Yin, Xia Wang, Wei Wang, Xiaoguang Fan, Dezhi Hong, Ying Wang

Proceedings of the 32nd International Conference on Distributed Computing Systems Workshops (ICDCS 2012 Workshops), 2012

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, Dezhi Hong, Ying Wang, Xia Wang

Proceedings of the 2012 IEEE International Conference on Green Computing and Communications, 2012