Dezhi Hong

Orcid: 0000-0001-5224-6043

According to our database1, Dezhi Hong authored at least 59 papers between 2012 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
How Few Davids Improve One Goliath: Federated Learning in Resource-Skewed Edge Computing Environments.
Proceedings of the ACM on Web Conference 2024, 2024

Demo Abstract: Playground, A Safe Building Operating System.
Proceedings of the 15th ACM/IEEE International Conference on Cyber-Physical Systems, 2024

Playground: A Safe Building Operating System.
Proceedings of the 15th ACM/IEEE International Conference on Cyber-Physical Systems, 2024

2023
Modeling Label Semantics Improves Activity Recognition.
CoRR, 2023

Federated Learning with Client-Exclusive Classes.
CoRR, 2023

Physics-Informed Data Denoising for Real-Life Sensing Systems.
Proceedings of the 21st ACM Conference on Embedded Networked Sensor Systems, 2023

Navigating Alignment for Non-identical Client Class Sets: A Label Name-Anchored Federated Learning Framework.
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.
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

Towards Diverse and Coherent Augmentation for Time-Series Forecasting.
Proceedings of the IEEE International Conference on Acoustics, 2023

Rule-based Policy Regularization for Reinforcement Learning-based Building Control.
Proceedings of the 14th ACM International Conference on Future Energy Systems, 2023

Unleashing the Power of Shared Label Structures for Human Activity Recognition.
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

PrimeNet: Pre-training for Irregular Multivariate Time Series.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
Privacy invasion via smart-home hub in personal area networks.
Pervasive Mob. Comput., 2022

ESC-GAN: Extending Spatial Coverage of Physical Sensors.
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.
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.
Proceedings of the 20th ACM Conference on Embedded Networked Sensor Systems, 2022

TARNet: Task-Aware Reconstruction for Time-Series Transformer.
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.
Proceedings of the 13th ACM/IEEE International Conference on Cyber-Physical Systems, 2022

2021
ChatterHub: Privacy Invasion via Smart Home Hub.
Proceedings of the IEEE International Conference on Smart Computing, 2021

UniTS: Short-Time Fourier Inspired Neural Networks for Sensory Time Series Classification.
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.
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.
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.
Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

2020
Local Binary Pattern Networks.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020

EnergonQL: A Building Independent Acquisitional Query Language for Portable Building Analytics.
Proceedings of the BuildSys '20: The 7th ACM International Conference on Systems for Energy-Efficient Buildings, 2020

Zonal Air Handling in Commercial Buildings.
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.
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.
Proceedings of the SenSys '20: The 18th ACM Conference on Embedded Networked Sensor Systems, 2020

Open Speech Platform: Democratizing Hearing Aid Research.
Proceedings of the PervasiveHealth '20: 14th EAI International Conference on Pervasive Computing Technologies for Healthcare, 2020

Selective Sampling for Sensor Type Classification in Buildings.
Proceedings of the 19th ACM/IEEE International Conference on Information Processing in Sensor Networks, 2020

SeNsER: Learning Cross-Building Sensor Metadata Tagger.
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.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
Sequential Learning with Active Partial Labeling for Building Metadata.
Proceedings of the 6th ACM International Conference on Systems for Energy-Efficient Buildings, 2019

Interactive Building Metadata Normalization.
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.
Proceedings of the 6th ACM International Conference on Systems for Energy-Efficient Buildings, 2019

Learning from Correlated Events for Equipment Relation Inference in Buildings.
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.
Proceedings of the 10th ACM Multimedia Systems Conference, 2019

New models and methods for programming cyber-physical systems (keynote).
Proceedings of the 20th ACM SIGPLAN/SIGBED International Conference on Languages, 2019

2018
Plaster: an integration, benchmark, and development framework for metadata normalization methods.
Proceedings of the 5th Conference on Systems for Built Environments, 2018

2017
Forma Track: Tracking People based on Body Shape.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2017

High-dimensional Time Series Clustering via Cross-Predictability.
Proceedings of the 20th International Conference on Artificial Intelligence and Statistics, 2017

2016
Portable Queries Using the Brick Schema for Building Applications: Demo Abstract.
Proceedings of the 3rd ACM International Conference on Systems for Energy-Efficient Built Environments, 2016

Brick: Towards a Unified Metadata Schema For Buildings.
Proceedings of the 3rd ACM International Conference on Systems for Energy-Efficient Built Environments, 2016

2015
Sensor-Type Classification in Buildings.
CoRR, 2015

The Building Adapter: Towards Quickly Applying Building Analytics at Scale.
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.
Proceedings of the 2nd ACM International Conference on Embedded Systems for Energy-Efficient Built Environments, 2015

Automated Metadata Construction to Support Portable Building Applications.
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.
Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015

2014
Writing scalable building efficiency applications using normalized metadata: demo abstract.
Proceedings of the 1st ACM Conference on Embedded Systems for Energy-Efficient Buildings, 2014

Automated metadata transformation for a-priori deployed sensor networks.
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.
Int. J. Distributed Sens. Networks, 2013

Towards Automatic Spatial Verification of Sensor Placement in Buildings.
Proceedings of the BuildSys 2013, 2013

Auditeur: a mobile-cloud service platform for acoustic event detection on smartphones.
Proceedings of the 11th Annual International Conference on Mobile Systems, 2013

Poster abstract: a mobile-cloud service for physiological anomaly detection on smartphones.
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.
Proceedings of the 10th ACM Conference on Embedded Network Sensor Systems, 2012

Septimu<sup>2</sup> - earphones for continuous and non-intrusive physiological and environmental monitoring.
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.
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.
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.
Proceedings of the 2012 IEEE International Conference on Green Computing and Communications, 2012


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