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Dezhi Hong
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2020 – today
- 2024
- [c55]Hsin-Yu Liu, Bharathan Balaji, Rajesh K. Gupta, Dezhi Hong:
Adaptive Policy Regularization for Offline-to-Online Reinforcement Learning in HVAC Control. BuildSys 2024 - [c54]Ozan Baris Mulayim, Pengrui Quan, Liying Han, Xiaomin Ouyang, Dezhi Hong, Mario Bergés, Mani Srivastava:
Are Time Series Foundation Models Ready to Revolutionize Predictive Building Analytics? BuildSys 2024 - [c53]Xiaohan Fu, Yihao Liu, Jason Koh, Dezhi Hong, Rajesh Gupta, Gabe Fierro:
Playground: A Safe Building Operating System. ICCPS 2024: 111-122 - [c52]Xiaohan Fu, Yihao Liu, Jason Koh, Dezhi Hong, Rajesh Gupta, Gabe Fierro:
Demo Abstract: Playground, A Safe Building Operating System. ICCPS 2024: 271-272 - [c51]Jiayun Zhang
, Shuheng Li
How Few Davids Improve One Goliath: Federated Learning in Resource-Skewed Edge Computing Environments. WWW 2024: 2976-2985 - [i8]Xiyuan Zhang, Diyan Teng, Ranak Roy Chowdhury, Shuheng Li, Dezhi Hong, Rajesh K. Gupta, Jingbo Shang:
UniMTS: Unified Pre-training for Motion Time Series. CoRR abs/2410.19818 (2024) - 2023
- [c50]Ranak Roy Chowdhury
PrimeNet: Pre-training for Irregular Multivariate Time Series. AAAI 2023: 7184-7192 - [c49]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: 3340-3350 - [c48]Hsin-Yu Liu
Rule-based Policy Regularization for Reinforcement Learning-based Building Control. e-Energy 2023: 242-265 - [c47]Xiyuan Zhang, Ranak Roy Chowdhury
Towards Diverse and Coherent Augmentation for Time-Series Forecasting. ICASSP 2023: 1-5 - [c46]Jiayun Zhang
Minimally Supervised Contextual Inference from Human Mobility: An Iterative Collaborative Distillation Framework. IJCAI 2023: 2450-2458 - [c45]Jiayun Zhang, Xiyuan Zhang, Xinyang Zhang
Navigating Alignment for Non-identical Client Class Sets: A Label Name-Anchored Federated Learning Framework. KDD 2023: 3297-3308 - [c44]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: 83-96 - [i7]Jiayun Zhang, Xiyuan Zhang, Xinyang Zhang, Dezhi Hong, Rajesh K. Gupta, Jingbo Shang:
Federated Learning with Client-Exclusive Classes. CoRR abs/2301.00489 (2023) - [i6]Xiyuan Zhang, Ranak Roy Chowdhury, Dezhi Hong, Rajesh K. Gupta, Jingbo Shang:
Modeling Label Semantics Improves Activity Recognition. CoRR abs/2301.03462 (2023) - [i5]Xiyuan Zhang, Ranak Roy Chowdhury, Jingbo Shang, Rajesh Gupta, Dezhi Hong:
Towards Diverse and Coherent Augmentation for Time-Series Forecasting. CoRR abs/2303.14254 (2023) - [i4]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 abs/2311.06968 (2023) - 2022
- [j3]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: 101675 (2022) - [c43]Hsin-Yu Liu, Bharathan Balaji, Sicun Gao, Rajesh K. Gupta, Dezhi Hong:
Safe HVAC Control via Batch Reinforcement Learning. ICCPS 2022: 181-192 - [c42]Ranak Roy Chowdhury
TARNet: Task-Aware Reconstruction for Time-Series Transformer. KDD 2022: 212-220 - [c41]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: 277-290 - [c40]Hsin-Yu Liu, Xiaohan Fu, Bharathan Balaji, Rajesh Gupta, Dezhi Hong:
B2RL: an open-source dataset for building batch reinforcement learning. BuildSys 2022: 462-465 - [c39]Xiyuan Zhang, Ranak Roy Chowdhury
ESC-GAN: Extending Spatial Coverage of Physical Sensors. WSDM 2022: 1347-1356 - [i3]Hsin-Yu Liu, Xiaohan Fu, Bharathan Balaji, Rajesh Gupta, Dezhi Hong:
B2RL: An open-source Dataset for Building Batch Reinforcement Learning. CoRR abs/2209.15626 (2022) - 2021
- [c38]Jiaman Wu, Dezhi Hong, Rajesh K. Gupta, Jingbo Shang:
Sensei: Self-Supervised Sensor Name Segmentation. ACL/IJCNLP (Findings) 2021: 1017-1027 - [c37]Fang He, Yang Deng, Yanhui Xu, Cheng Xu, Dezhi Hong, Dan Wang
Energon: A Data Acquisition System for Portable Building Analytics. e-Energy 2021: 15-26 - [c36]Francesco Fraternali, Bharathan Balaji, Dezhi Hong, Yuvraj Agarwal, Rajesh K. Gupta:
Marble: collaborative scheduling of batteryless sensors with meta reinforcement learning. BuildSys 2021: 140-149 - [c35]Shuheng Li, Ranak Roy Chowdhury
UniTS: Short-Time Fourier Inspired Neural Networks for Sensory Time Series Classification. SenSys 2021: 234-247 - [c34]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: 181-188 - [i2]Jiaman Wu, Dezhi Hong, Rajesh K. Gupta, Jingbo Shang:
Sensei: Self-Supervised Sensor Name Segmentation. CoRR abs/2101.00130 (2021) - 2020
- [c33]Shuheng Li, Dezhi Hong, Hongning Wang:
Relation Inference among Sensor Time Series in Smart Buildings with Metric Learning. AAAI 2020: 4683-4690 - [c32]Yang Jiao, Jiacheng Li, Jiaman Wu, Dezhi Hong, Rajesh Gupta, Jingbo Shang:
SeNsER: Learning Cross-Building Sensor Metadata Tagger. EMNLP (Findings) 2020: 950-960 - [c31]Jing Ma, Dezhi Hong, Hongning Wang
Selective Sampling for Sensor Type Classification in Buildings. IPSN 2020: 241-252 - [c30]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: 223-233 - [c29]Fang He, Cheng Xu, Yanhui Xu, Dezhi Hong, Dan Wang
EnergonQL: A Building Independent Acquisitional Query Language for Portable Building Analytics. BuildSys 2020: 266-269 - [c28]Xiaohan Fu, Jason Koh, Francesco Fraternali, Dezhi Hong, Rajesh K. Gupta
Zonal Air Handling in Commercial Buildings. BuildSys 2020: 302-303 - [c27]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: 503-516 - [c26]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: 609-610 - [c25]Jeng-Hau Lin, Justin Lazarow, Yunfan Yang, Dezhi Hong, Rajesh K. Gupta, Zhuowen Tu:
Local Binary Pattern Networks. WACV 2020: 814-823
2010 – 2019
- 2019
- [c24]Rajesh K. Gupta
New models and methods for programming cyber-physical systems (keynote). LCTES 2019: 1-3 - [c23]Zhou Fang, Dezhi Hong, Rajesh K. Gupta
Serving deep neural networks at the cloud edge for vision applications on mobile platforms. MMSys 2019: 36-47 - [c22]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 2019: 121-124 - [c21]Lu Lin, Zheng Luo, Dezhi Hong, Hongning Wang
Sequential Learning with Active Partial Labeling for Building Metadata. BuildSys 2019: 189-192 - [c20]Dezhi Hong, Renqin Cai, Hongning Wang
Learning from Correlated Events for Equipment Relation Inference in Buildings. BuildSys 2019: 203-212 - [c19]Jason Koh, Kuo Liang, Yiming Yang, Dezhi Hong, Yuvraj Agarwal, Rajesh Gupta
Interactive Building Metadata Normalization. BuildSys 2019: 340-341 - 2018
- [c18]Jason Koh, Dezhi Hong, Rajesh K. Gupta
Plaster: an integration, benchmark, and development framework for metadata normalization methods. BuildSys 2018: 1-10 - 2017
- [j2]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): 61:1-61:21 (2017) - [c17]Dezhi Hong, Quanquan Gu, Kamin Whitehouse:
High-dimensional Time Series Clustering via Cross-Predictability. AISTATS 2017: 642-651 - 2016
- [c16]Bharathan Balaji, Arka Aloke Bhattacharya, Gabriel Fierro, Jingkun Gao, Joshua Gluck, Dezhi Hong, Aslak Johansen
Brick: Towards a Unified Metadata Schema For Buildings. BuildSys 2016: 41-50 - [c15]Bharathan Balaji, Arka Aloke Bhattacharya, Gabe Fierro, Jingkun Gao, Joshua Gluck, Dezhi Hong, Aslak Johansen
Portable Queries Using the Brick Schema for Building Applications: Demo Abstract. BuildSys 2016: 219-220 - 2015
- [c14]Dezhi Hong, Hongning Wang
Clustering-based Active Learning on Sensor Type Classification in Buildings. CIKM 2015: 363-372 - [c13]Arka Aloke Bhattacharya, Dezhi Hong, David E. Culler, Jorge Ortiz, Kamin Whitehouse, Eugene Wu:
Automated Metadata Construction to Support Portable Building Applications. BuildSys 2015: 3-12 - [c12]Kaifei Chen, John Kolb, Jonathan Fürst, Dezhi Hong, Randy H. Katz:
Poster Abstract: Intuitive Appliance Identification using Image Matching in Smart Buildings. BuildSys 2015: 103-104 - [c11]Dezhi Hong, Hongning Wang
The Building Adapter: Towards Quickly Applying Building Analytics at Scale. BuildSys 2015: 123-132 - [i1]Dezhi Hong, Jorge Ortiz, Arka Aloke Bhattacharya, Kamin Whitehouse:
Sensor-Type Classification in Buildings. CoRR abs/1509.00498 (2015) - 2014
- [c10]Arka Aloke Bhattacharya, David E. Culler, Dezhi Hong, Kamin Whitehouse, Jorge Ortiz:
Writing scalable building efficiency applications using normalized metadata: demo abstract. BuildSys 2014: 196-197 - [c9]Arka Aloke Bhattacharya, David E. Culler, Dezhi Hong, Kamin Whitehouse, Jorge Ortiz:
Automated metadata transformation for a-priori deployed sensor networks. SenSys 2014: 364-365 - 2013
- [j1]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) - [c8]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: 327-328 - [c7]S. M. Shahriar Nirjon, Robert F. Dickerson, Philip Asare
Auditeur: a mobile-cloud service platform for acoustic event detection on smartphones. MobiSys 2013: 403-416 - [c6]Dezhi Hong, Jorge Ortiz, Kamin Whitehouse, David E. Culler:
Towards Automatic Spatial Verification of Sensor Placement in Buildings. BuildSys@SenSys 2013: 13:1-13:8 - 2012
- [c5]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: 277-284 - [c4]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: 79-87 - [c3]Dezhi Hong, Ben Zhang, Qiang Li, S. M. Shahriar Nirjon, Robert F. Dickerson, Guobin Shen, Xiaofan Jiang
SEPTIMU: continuous in-situ human wellness monitoring and feedback using sensors embedded in earphones. IPSN 2012: 159-160 - [c2]S. M. Shahriar Nirjon, Robert F. Dickerson, Qiang Li, Philip Asare
MusicalHeart: a hearty way of listening to music. SenSys 2012: 43-56 - [c1]Pan Hu, Guobin Shen, Xiaofan Jiang
Septimu2 - earphones for continuous and non-intrusive physiological and environmental monitoring. SenSys 2012: 387-388
Coauthor Index
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last updated on 2024-12-05 20:47 CET by the dblp team
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