Dezhi Hong
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
42
Venues
15
Active years
2012–2025
Best venue rank
A*
Where they publish
Papers
42 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | AAAI | ZeroHAR: Sensor Context Augments Zero-Shot Wearable Action Recognition. | Ranak Roy Chowdhury, Ritvik Kapila, Ameya Panse, Xiyuan Zhang, Diyan Teng, Rashmi Kulkarni, Dezhi Hong, Rajesh K. Gupta, Jingbo Shang |
| 2024 | WWW | How Few Davids Improve One Goliath: Federated Learning in Resource-Skewed Edge Computing Environments. | Jiayun Zhang, Shuheng Li, Haiyu Huang, Zihan Wang, Xiaohan Fu, Dezhi Hong, Rajesh K. Gupta, Jingbo Shang |
| 2023 | AAAI | PrimeNet: Pre-training for Irregular Multivariate Time Series. | Ranak Roy Chowdhury, Jiacheng Li, Xiyuan Zhang, Dezhi Hong, Rajesh K. Gupta, Jingbo Shang |
| 2023 | CIKM | 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 |
| 2023 | ICASSP | Towards Diverse and Coherent Augmentation for Time-Series Forecasting. | Xiyuan Zhang, Ranak Roy Chowdhury, Jingbo Shang, Rajesh K. Gupta, Dezhi Hong |
| 2023 | IJCAI | Minimally Supervised Contextual Inference from Human Mobility: An Iterative Collaborative Distillation Framework. | Jiayun Zhang, Xinyang Zhang, Dezhi Hong, Rajesh K. Gupta, Jingbo Shang |
| 2023 | KDD | 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 |
| 2023 | SENSYS | 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 K. Gupta |
| 2022 | KDD | TARNet: Task-Aware Reconstruction for Time-Series Transformer. | Ranak Roy Chowdhury, Xiyuan Zhang, Jingbo Shang, Rajesh K. Gupta, Dezhi Hong |
| 2022 | SENSYS | SQEE: A Machine Perception Approach to Sensing Quality Evaluation at the Edge by Uncertainty Quantification. | Shuheng Li, Jingbo Shang, Rajesh K. Gupta, Dezhi Hong |
| 2022 | SENSYS | B2RL: an open-source dataset for building batch reinforcement learning. | Hsin-Yu Liu, Xiaohan Fu, Bharathan Balaji, Rajesh Gupta, Dezhi Hong |
| 2022 | WSDM | ESC-GAN: Extending Spatial Coverage of Physical Sensors. | Xiyuan Zhang, Ranak Roy Chowdhury, Jingbo Shang, Rajesh K. Gupta, Dezhi Hong |
| 2021 | ACL | Sensei: Self-Supervised Sensor Name Segmentation. | Jiaman Wu, Dezhi Hong, Rajesh K. Gupta, Jingbo Shang |
| 2021 | SENSYS | Marble: collaborative scheduling of batteryless sensors with meta reinforcement learning. | Francesco Fraternali, Bharathan Balaji, Dezhi Hong, Yuvraj Agarwal, Rajesh K. Gupta |
| 2021 | SENSYS | UniTS: Short-Time Fourier Inspired Neural Networks for Sensory Time Series Classification. | Shuheng Li, Ranak Roy Chowdhury, Jingbo Shang, Rajesh K. Gupta, Dezhi Hong |
| 2021 | SmartComp | ChatterHub: Privacy Invasion via Smart Home Hub. | Omid Setayeshfar, Karthika Subramani, Xingzi Yuan, Raunak Dey, Dezhi Hong, Kyu Hyung Lee, In Kee Kim |
| 2020 | AAAI | Relation Inference among Sensor Time Series in Smart Buildings with Metric Learning. | Shuheng Li, Dezhi Hong, Hongning Wang |
| 2020 | EMNLP | SeNsER: Learning Cross-Building Sensor Metadata Tagger. | Yang Jiao, Jiacheng Li, Jiaman Wu, Dezhi Hong, Rajesh Gupta, Jingbo Shang |
| 2020 | WACV | Local Binary Pattern Networks. | Jeng-Hau Lin, Justin Lazarow, Yunfan Yang, Dezhi Hong, Rajesh K. Gupta, Zhuowen Tu |
| 2020 | SENSYS | 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 |
| 2020 | SENSYS | Ember: energy management of batteryless event detection sensors with deep reinforcement learning. | Francesco Fraternali, Bharathan Balaji, Dhiman Sengupta, Dezhi Hong, Rajesh K. Gupta |
| 2020 | SENSYS | Zonal Air Handling in Commercial Buildings. | Xiaohan Fu, Jason Koh, Francesco Fraternali, Dezhi Hong, Rajesh K. Gupta |
| 2020 | SENSYS | EnergonQL: A Building Independent Acquisitional Query Language for Portable Building Analytics. | Fang He, Cheng Xu, Yanhui Xu, Dezhi Hong, Dan Wang |
| 2019 | MMSys | Serving deep neural networks at the cloud edge for vision applications on mobile platforms. | Zhou Fang, Dezhi Hong, Rajesh K. Gupta |
| 2019 | SENSYS | Learning from Correlated Events for Equipment Relation Inference in Buildings. | Dezhi Hong, Renqin Cai, Hongning Wang, Kamin Whitehouse |
| 2019 | SENSYS | 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 |
| 2019 | SENSYS | Interactive Building Metadata Normalization. | Jason Koh, Kuo Liang, Yiming Yang, Dezhi Hong, Yuvraj Agarwal, Rajesh Gupta |
| 2019 | SENSYS | Sequential Learning with Active Partial Labeling for Building Metadata. | Lu Lin, Zheng Luo, Dezhi Hong, Hongning Wang |
| 2018 | SENSYS | Plaster: an integration, benchmark, and development framework for metadata normalization methods. | Jason Koh, Dezhi Hong, Rajesh K. Gupta, Kamin Whitehouse, Hongning Wang, Yuvraj Agarwal |
| 2017 | AISTATS | High-dimensional Time Series Clustering via Cross-Predictability. | Dezhi Hong, Quanquan Gu, Kamin Whitehouse |
| 2016 | SENSYS | 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 Kjrgaard, Mani B. Srivastava, Kamin Whitehouse |
| 2016 | SENSYS | 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 Kjrgaard, Mani B. Srivastava, Kamin Whitehouse |
| 2015 | CIKM | Clustering-based Active Learning on Sensor Type Classification in Buildings. | Dezhi Hong, Hongning Wang, Kamin Whitehouse |
| 2015 | SENSYS | Automated Metadata Construction to Support Portable Building Applications. | Arka Aloke Bhattacharya, Dezhi Hong, David E. Culler, Jorge Ortiz, Kamin Whitehouse, Eugene Wu |
| 2015 | SENSYS | Poster Abstract: Intuitive Appliance Identification using Image Matching in Smart Buildings. | Kaifei Chen, John Kolb, Jonathan Frst, Dezhi Hong, Randy H. Katz |
| 2015 | SENSYS | The Building Adapter: Towards Quickly Applying Building Analytics at Scale. | Dezhi Hong, Hongning Wang, Jorge Ortiz, Kamin Whitehouse |
| 2014 | SENSYS | Automated metadata transformation for a-priori deployed sensor networks. | Arka Aloke Bhattacharya, David E. Culler, Dezhi Hong, Kamin Whitehouse, Jorge Ortiz |
| 2014 | SENSYS | Writing scalable building efficiency applications using normalized metadata: demo abstract. | Arka Aloke Bhattacharya, David E. Culler, Dezhi Hong, Kamin Whitehouse, Jorge Ortiz |
| 2013 | Mobisys | 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 |
| 2013 | SENSYS | Towards Automatic Spatial Verification of Sensor Placement in Buildings. | Dezhi Hong, Jorge Ortiz, Kamin Whitehouse, David E. Culler |
| 2012 | SENSYS | Septimu | 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 | SENSYS | MusicalHeart: a | S. M. Shahriar Nirjon, Robert F. Dickerson, Qiang Li, Philip Asare, John A. Stankovic, Dezhi Hong, Ben Zhang, Xiaofan Jiang, Guobin Shen, Feng Zhao |