Dezhi Hong

74 papers A* 8A 7B 2Misc 9Journal 17Unranked 31
YearRankTypeTitle / Venue / Authors
2026 J jnl
LinguaMap: Which Layers of LLMs Speak Your Language and How to Tune Them?
CoRR
J. Ben Tamo, Daniel Carlander-Reuterfelt, Jonathan Rubin, Dezhi Hong, Mingxian Wang, Oleg Poliannikov
2026 J jnl
Should LLMs,
CoRR
Jio Oh, Paul Vicinanza, Thomas Butler, Steven Euijong Whang, Dezhi Hong, Amani Namboori
2025 J jnl
Can Time-Series Foundation Models Perform Building Energy Management Tasks?
CoRR
Ozan Baris Mulayim, Pengrui Quan, Liying Han, Xiaomin Ouyang, Dezhi Hong, Mario Bergés, Mani Srivastava
2025 J jnl
Contextual Inference From Sparse Shopping Transactions Based on Motif Patterns.
IEEE Trans. Knowl. Data Eng.
Jiayun Zhang, Xinyang Zhang, Dezhi Hong, Rajesh K. Gupta, Jingbo Shang
2025 J jnl
Forget to Know, Remember to Use: Context-Aware Unlearning for Large Language Models.
CoRR
Yuefeng Peng, Parnian Afshar, Megan Ganji, Thomas Butler, Amir Houmansadr, Mingxian Wang, Dezhi Hong
2025 J jnl
PolyLingua: Margin-based Inter-class Transformer for Robust Cross-domain Language Detection.
CoRR
Ali Lotfi Rezaabad, Bikram Khanal, Shashwat Chaurasia, Lu Zeng, Dezhi Hong, Hossein Bashashati, Thomas Butler, Megan Ganji
2025 A* conf
ZeroHAR: Sensor Context Augments Zero-Shot Wearable Action Recognition.
AAAI
Ranak Roy Chowdhury, Ritvik Kapila, Ameya Panse, Xiyuan Zhang, Diyan Teng, Rashmi Kulkarni, Dezhi Hong, Rajesh K. Gupta, Jingbo Shang
2024 — conf
Adaptive Policy Regularization for Offline-to-Online Reinforcement Learning in HVAC Control.
BuildSys
Hsin-Yu Liu, Bharathan Balaji, Rajesh K. Gupta, Dezhi Hong
2024 — conf
Are Time Series Foundation Models Ready to Revolutionize Predictive Building Analytics?
BuildSys
Ozan Baris Mulayim, Pengrui Quan, Liying Han, Xiaomin Ouyang, Dezhi Hong, Mario Bergés, Mani Srivastava
2024 — conf
Demo Abstract: Playground, A Safe Building Operating System.
ICCPS
Xiaohan Fu, Yihao Liu, Jason Koh, Dezhi Hong, Rajesh Gupta, Gabe Fierro
2024 A* conf
How Few Davids Improve One Goliath: Federated Learning in Resource-Skewed Edge Computing Environments.
WWW
Jiayun Zhang, Shuheng Li, Haiyu Huang, Zihan Wang, Xiaohan Fu, Dezhi Hong, Rajesh K. Gupta, Jingbo Shang
2024 — conf
Playground: A Safe Building Operating System.
ICCPS
Xiaohan Fu, Yihao Liu, Jason Koh, Dezhi Hong, Rajesh Gupta, Gabe Fierro
2024 A* conf
UniMTS: Unified Pre-training for Motion Time Series.
NeurIPS
Xiyuan Zhang, Diyan Teng, Ranak Roy Chowdhury, Shuheng Li, Dezhi Hong, Rajesh K. Gupta, Jingbo Shang
2024 J jnl
UniMTS: Unified Pre-training for Motion Time Series.
CoRR
Xiyuan Zhang, Diyan Teng, Ranak Roy Chowdhury, Shuheng Li, Dezhi Hong, Rajesh K. Gupta, Jingbo Shang
2023 J jnl
Federated Learning with Client-Exclusive Classes.
CoRR
Jiayun Zhang, Xiyuan Zhang, Xinyang Zhang, Dezhi Hong, Rajesh K. Gupta, Jingbo Shang
2023 A* conf
Minimally Supervised Contextual Inference from Human Mobility: An Iterative Collaborative Distillation Framework.
IJCAI
Jiayun Zhang, Xinyang Zhang, Dezhi Hong, Rajesh K. Gupta, Jingbo Shang
2023 J jnl
Modeling Label Semantics Improves Activity Recognition.
CoRR
Xiyuan Zhang, Ranak Roy Chowdhury, Dezhi Hong, Rajesh K. Gupta, Jingbo Shang
2023 A* conf
Navigating Alignment for Non-identical Client Class Sets: A Label Name-Anchored Federated Learning Framework.
KDD
Jiayun Zhang, Xiyuan Zhang, Xinyang Zhang, Dezhi Hong, Rajesh K. Gupta, Jingbo Shang
2023 Misc conf
Physics-Informed Data Denoising for Real-Life Sensing Systems.
SenSys
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
2023 J jnl
Physics-Informed Data Denoising for Real-Life Sensing Systems.
CoRR
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
2023 A* conf
PrimeNet: Pre-training for Irregular Multivariate Time Series.
AAAI
Ranak Roy Chowdhury, Jiacheng Li, Xiyuan Zhang, Dezhi Hong, Rajesh K. Gupta, Jingbo Shang
2023 — conf
Rule-based Policy Regularization for Reinforcement Learning-based Building Control.
e-Energy
Hsin-Yu Liu, Bharathan Balaji, Rajesh Gupta, Dezhi Hong
2023 Misc conf
Towards Diverse and Coherent Augmentation for Time-Series Forecasting.
ICASSP
Xiyuan Zhang, Ranak Roy Chowdhury, Jingbo Shang, Rajesh K. Gupta, Dezhi Hong
2023 J jnl
Towards Diverse and Coherent Augmentation for Time-Series Forecasting.
CoRR
Xiyuan Zhang, Ranak Roy Chowdhury, Jingbo Shang, Rajesh Gupta, Dezhi Hong
2023 A conf
Unleashing the Power of Shared Label Structures for Human Activity Recognition.
CIKM
Xiyuan Zhang, Ranak Roy Chowdhury, Jiayun Zhang, Dezhi Hong, Rajesh K. Gupta, Jingbo Shang
2022 J jnl
B2RL: An open-source Dataset for Building Batch Reinforcement Learning.
CoRR
Hsin-Yu Liu, Xiaohan Fu, Bharathan Balaji, Rajesh Gupta, Dezhi Hong
2022 — conf
B2RL: an open-source dataset for building batch reinforcement learning.
BuildSys
Hsin-Yu Liu, Xiaohan Fu, Bharathan Balaji, Rajesh Gupta, Dezhi Hong
2022 A conf
ESC-GAN: Extending Spatial Coverage of Physical Sensors.
WSDM
Xiyuan Zhang, Ranak Roy Chowdhury, Jingbo Shang, Rajesh K. Gupta, Dezhi Hong
2022 J jnl
Privacy invasion via smart-home hub in personal area networks.
Pervasive Mob. Comput.
Omid Setayeshfar, Karthika Subramani, Xingzi Yuan, Raunak Dey, Dezhi Hong, In Kee Kim, Kyu Hyung Lee
2022 Misc conf
SQEE: A Machine Perception Approach to Sensing Quality Evaluation at the Edge by Uncertainty Quantification.
SenSys
Shuheng Li, Jingbo Shang, Rajesh K. Gupta, Dezhi Hong
2022 — conf
Safe HVAC Control via Batch Reinforcement Learning.
ICCPS
Hsin-Yu Liu, Bharathan Balaji, Sicun Gao, Rajesh K. Gupta, Dezhi Hong
2022 A* conf
TARNet: Task-Aware Reconstruction for Time-Series Transformer.
KDD
Ranak Roy Chowdhury, Xiyuan Zhang, Jingbo Shang, Rajesh K. Gupta, Dezhi Hong
2021 B conf
ChatterHub: Privacy Invasion via Smart Home Hub.
SMARTCOMP
Omid Setayeshfar, Karthika Subramani, Xingzi Yuan, Raunak Dey, Dezhi Hong, Kyu Hyung Lee, In Kee Kim
2021 — conf
Energon: A Data Acquisition System for Portable Building Analytics.
e-Energy
Fang He, Yang Deng, Yanhui Xu, Cheng Xu, Dezhi Hong, Dan Wang
2021 — conf
Marble: collaborative scheduling of batteryless sensors with meta reinforcement learning.
BuildSys
Francesco Fraternali, Bharathan Balaji, Dezhi Hong, Yuvraj Agarwal, Rajesh K. Gupta
2021 — conf
Sensei: Self-Supervised Sensor Name Segmentation.
ACL/IJCNLP (Findings)
Jiaman Wu, Dezhi Hong, Rajesh K. Gupta, Jingbo Shang
2021 J jnl
Sensei: Self-Supervised Sensor Name Segmentation.
CoRR
Jiaman Wu, Dezhi Hong, Rajesh K. Gupta, Jingbo Shang
2021 Misc conf
UniTS: Short-Time Fourier Inspired Neural Networks for Sensory Time Series Classification.
SenSys
Shuheng Li, Ranak Roy Chowdhury, Jingbo Shang, Rajesh K. Gupta, Dezhi Hong
2020 Misc conf
Ember - energy management of batteryless event detection sensors with deep reinforcement learning: demo abstract.
SenSys
Francesco Fraternali, Bharathan Balaji, Michael Barrow, Dezhi Hong, Rajesh K. Gupta
2020 Misc conf
Ember: energy management of batteryless event detection sensors with deep reinforcement learning.
SenSys
Francesco Fraternali, Bharathan Balaji, Dhiman Sengupta, Dezhi Hong, Rajesh K. Gupta
2020 — conf
EnergonQL: A Building Independent Acquisitional Query Language for Portable Building Analytics.
BuildSys
Fang He, Cheng Xu, Yanhui Xu, Dezhi Hong, Dan Wang
2020 A conf
Local Binary Pattern Networks.
WACV
Jeng-Hau Lin, Justin Lazarow, Yunfan Yang, Dezhi Hong, Rajesh K. Gupta, Zhuowen Tu
2020 — conf
Open Speech Platform: Democratizing Hearing Aid Research.
PervasiveHealth
Dhiman Sengupta, Tamara Zubatiy, Sean K. Hamilton, Arthur Boothroyd, Cagri Yalcin, Dezhi Hong, Rajesh K. Gupta, Harinath Garudadri
2020 A* conf
Relation Inference among Sensor Time Series in Smart Buildings with Metric Learning.
AAAI
Shuheng Li, Dezhi Hong, Hongning Wang
2020 — conf
SeNsER: Learning Cross-Building Sensor Metadata Tagger.
EMNLP (Findings)
Yang Jiao, Jiacheng Li, Jiaman Wu, Dezhi Hong, Rajesh Gupta, Jingbo Shang
2020 — conf
Selective Sampling for Sensor Type Classification in Buildings.
IPSN
Jing Ma, Dezhi Hong, Hongning Wang
2020 — conf
Zonal Air Handling in Commercial Buildings.
BuildSys
Xiaohan Fu, Jason Koh, Francesco Fraternali, Dezhi Hong, Rajesh K. Gupta
2019 — conf
Interactive Building Metadata Normalization.
BuildSys
Jason Koh, Kuo Liang, Yiming Yang, Dezhi Hong, Yuvraj Agarwal, Rajesh Gupta
2019 — conf
Learning from Correlated Events for Equipment Relation Inference in Buildings.
BuildSys
Dezhi Hong, Renqin Cai, Hongning Wang, Kamin Whitehouse
2019 B conf
New models and methods for programming cyber-physical systems (keynote).
LCTES
Rajesh K. Gupta, Jason Koh, Dezhi Hong
2019 — conf
Sequential Learning with Active Partial Labeling for Building Metadata.
BuildSys
Lu Lin, Zheng Luo, Dezhi Hong, Hongning Wang
2019 A conf
Serving deep neural networks at the cloud edge for vision applications on mobile platforms.
MMSys
Zhou Fang, Dezhi Hong, Rajesh K. Gupta
2019 — conf
Who can Access What, and When?: Understanding Minimal Access Requirements of Building Applications.
BuildSys
Jason Koh, Dezhi Hong, Shreyas Nagare, Sudershan Boovaraghavan, Yuvraj Agarwal, Rajesh K. Gupta
2018 — conf
Plaster: an integration, benchmark, and development framework for metadata normalization methods.
BuildSys
Jason Koh, Dezhi Hong, Rajesh K. Gupta, Kamin Whitehouse, Hongning Wang, Yuvraj Agarwal
2017 J jnl
Forma Track: Tracking People based on Body Shape.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Avinash Kalyanaraman, Dezhi Hong, Elahe Soltanaghaei, Kamin Whitehouse
2017 A conf
High-dimensional Time Series Clustering via Cross-Predictability.
AISTATS
Dezhi Hong, Quanquan Gu, Kamin Whitehouse
2016 — conf
Brick: Towards a Unified Metadata Schema For Buildings.
BuildSys
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
2016 — conf
Portable Queries Using the Brick Schema for Building Applications: Demo Abstract.
BuildSys
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
2015 — conf
Automated Metadata Construction to Support Portable Building Applications.
BuildSys
Arka Aloke Bhattacharya, Dezhi Hong, David E. Culler, Jorge Ortiz, Kamin Whitehouse, Eugene Wu
2015 A conf
Clustering-based Active Learning on Sensor Type Classification in Buildings.
CIKM
Dezhi Hong, Hongning Wang, Kamin Whitehouse
2015 — conf
Poster Abstract: Intuitive Appliance Identification using Image Matching in Smart Buildings.
BuildSys
Kaifei Chen, John Kolb, Jonathan Fürst, Dezhi Hong, Randy H. Katz
2015 J jnl
Sensor-Type Classification in Buildings.
CoRR
Dezhi Hong, Jorge Ortiz, Arka Aloke Bhattacharya, Kamin Whitehouse
2015 — conf
The Building Adapter: Towards Quickly Applying Building Analytics at Scale.
BuildSys
Dezhi Hong, Hongning Wang, Jorge Ortiz, Kamin Whitehouse
2014 Misc conf
Automated metadata transformation for a-priori deployed sensor networks.
SenSys
Arka Aloke Bhattacharya, David E. Culler, Dezhi Hong, Kamin Whitehouse, Jorge Ortiz
2014 — conf
Writing scalable building efficiency applications using normalized metadata: demo abstract.
BuildSys
Arka Aloke Bhattacharya, David E. Culler, Dezhi Hong, Kamin Whitehouse, Jorge Ortiz
2013 J jnl
A Scalable and Privacy-Aware Location-Sensing Model for Ephemeral Social Network Service.
Int. J. Distributed Sens. Networks
Yongqiang Lu, Dezhi Hong, Ying Wang, Yinghong Hou, Zhengwen Yang, Yu Chen, Yuanchun Shi, Alvin Chin
2013 A conf
Auditeur: a mobile-cloud service platform for acoustic event detection on smartphones.
MobiSys
S. M. Shahriar Nirjon, Robert F. Dickerson, Philip Asare, Qiang Li, Dezhi Hong, John A. Stankovic, Pan Hu, Guobin Shen, Xiaofan Jiang
2013 — conf
Poster abstract: a mobile-cloud service for physiological anomaly detection on smartphones.
IPSN
Dezhi Hong, S. M. Shahriar Nirjon, John A. Stankovic, David J. Stone, Guobin Shen
2013 — conf
Towards Automatic Spatial Verification of Sensor Placement in Buildings.
BuildSys@SenSys
Dezhi Hong, Jorge Ortiz, Kamin Whitehouse, David E. Culler
2012 — conf
Connecting People at a Conference: A Study of Influence between Offline and Online Using a Mobile Social Application.
GreenCom
Xiang Zuo, Alvin Chin, Xiaoguang Fan, Bin Xu, Dezhi Hong, Ying Wang, Xia Wang
2012 Misc conf
MusicalHeart: a
SenSys
S. M. Shahriar Nirjon, Robert F. Dickerson, Qiang Li, Philip Asare, John A. Stankovic, Dezhi Hong, Ben Zhang, Xiaofan Jiang, Guobin Shen, Feng Zhao
2012 — conf
SEPTIMU: continuous in-situ human wellness monitoring and feedback using sensors embedded in earphones.
IPSN
Dezhi Hong, Ben Zhang, Qiang Li, S. M. Shahriar Nirjon, Robert F. Dickerson, Guobin Shen, Xiaofan Jiang, John A. Stankovic
2012 Misc conf
Septimu
SenSys
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
2012 — conf
Using Proximity and Homophily to Connect Conference Attendees in a Mobile Social Network.
ICDCS Workshops
Alvin Chin, Bin Xu, Fangxi Yin, Xia Wang, Wei Wang, Xiaoguang Fan, Dezhi Hong, Ying Wang