Hong Jia

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 47

Top Topics

Unsupervised Learning

Ensemble Clustering

Unsupervised Feature Selection

Categorical Data

Top Venues

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.

Publications

Kailing Zhou, Hong Jia
Multi-view Clustering Based on Collaborative Reconstruction. ICIC (LNAI 1) (2024)
Hong Jia, Siqi Yang, Lianyou Liu, Rui Wang, Zeshi Li, Hang Li, Jifu Liu
Distinguishing the Multifactorial Impacts on Ecosystem Services under the Long-Term Ecological Restoration in the Gonghe Basin of China. Remote. Sens. 16 (13) (2024)
Tianyi Zhang, Songyan Teng, Hong Jia, Simon D'Alfonso
Leveraging LLMs to Predict Affective States via Smartphone Sensor Features. CoRR (2024)
Shuting Chen, Yanfei Su, Baiqi Lai, Luwei Cai, Chengxi Hong, Li Li, Xiuliang Qiu, Hong Jia, Weiquan Liu
2D3D-DescNet: Jointly Learning 2D and 3D Local Feature Descriptors for Cross-Dimensional Matching. Remote. Sens. 16 (13) (2024)
Zekai Feng, Hong Jia, Mengke Li
Long-Tailed Recognition Based on Self-attention Mechanism. ICIC (LNAI 2) (2024)
Le Fang, Shiquan Zhang, Hong Jia, Jorge Gonçalves, Vassilis Kostakos
ScreenTK: Seamless Detection of Time-Killing Moments Using Continuous Mobile Screen Text and on-device LLM. CoRR (2024)
Shiquan Zhang, Ying Ma, Le Fang, Hong Jia, Simon D'Alfonso, Vassilis Kostakos
Enabling On-Device LLMs Personalization with Smartphone Sensing. CoRR (2024)
Hong Jia, Young D. Kwon, Dong Ma, Nhat Pham, Lorena Qendro, Tam Vu, Cecilia Mascolo
UR2M: Uncertainty and Resource-Aware Event Detection on Microcontrollers. CoRR (2024)
Jiawei Hu, Yanxiang Wang, Hong Jia, Cheng Jiang, Mahbub Hassan, Brano Kusy, Wen Hu
LiDARSpectra: Synthetic Indoor Spectral Mapping with Low-cost LiDARs. IPSN (2024)
Hong Jia, Young D. Kwon, Dong Ma, Nhat Pham, Lorena Qendro, Tam Vu, Cecilia Mascolo
UR2M: Uncertainty and Resource-Aware Event Detection on Microcontrollers. PerCom (2024)
Wei Song, Hong Jia, Min Wang, Yuezhong Wu, Wanli Xue, Chun Tung Chou, Jiankun Hu, Wen Hu
Pistis: Replay Attack and Liveness Detection for Gait-Based User Authentication System on Wearable Devices Using Vibration. IEEE Internet Things J. 10 (9, May 1) (2023)
Huifeng Jiang, Xuemei Hu, Hong Jia
Penalized logistic regressions with technical indicators predict up and down trends. Soft Comput. 27 (18) (2023)
Young D. Kwon, Jagmohan Chauhan, Hong Jia, Stylianos I. Venieris, Cecilia Mascolo
LifeLearner: Hardware-Aware Meta Continual Learning System for Embedded Computing Platforms. CoRR (2023)
Jiawei Hu, Yanxiang Wang, Hong Jia, Wen Hu, Mahbub Hassan, Brano Kusy, Ashraf Uddin, Moustafa Youssef
Iris: Passive Visible Light Positioning Using Light Spectral Information. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 7 (3) (2023)
Hong Jia, Jian Huang
Low Redundancy Learning for Unsupervised Multi-view Feature Selection. KSEM (1) (2023)
Hong Jia, Menghan Dong
Subspace Clustering with Feature Grouping for Categorical Data. KSEM (1) (2023)
Lingwei Xu, Hao Yin, Hong Jia, Wenzhong Lin, Xinpeng Zhou, Yong Fu, Xu Yu
Data secure transmission intelligent prediction algorithm for mobile industrial IoT networks. Digit. Commun. Networks 9 (2) (2023)
Young D. Kwon, Jagmohan Chauhan, Hong Jia, Stylianos I. Venieris, Cecilia Mascolo
LifeLearner: Hardware-Aware Meta Continual Learning System for Embedded Computing Platforms. SenSys (2023)
Rui Wang, Lanlan Guo, Yuting Yang, Hao Zheng, Lianyou Liu, Hong Jia, Baijian Diao, Jifu Liu
Thermokarst Lake Susceptibility Assessment Induced by Permafrost Degradation in the Qinghai-Tibet Plateau Using Machine Learning Methods. Remote. Sens. 15 (13) (2023)
Yanxiang Wang, Jiawei Hu, Hong Jia, Wen Hu, Mahbub Hassan, Ashraf Uddin, Brano Kusy, Moustafa Youssef
Spectral-Loc: Indoor Localization Using Light Spectral Information. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 7 (1) (2023)
Hong Jia
Ubiquitous, Secure, and Efficient Mobile Sensing Systems. MobiSys (2023)
Yu Wu, Dimitris Spathis, Hong Jia, Ignacio Perez-Pozuelo, Tomas I. Gonzales, Søren Brage, Nicholas J. Wareham, Cecilia Mascolo
UDAMA: Unsupervised Domain Adaptation through Multi-discriminator Adversarial Training with Noisy Labels Improves Cardio-fitness Prediction. CoRR (2023)
Qi Lin, Shuhua Peng, Yuezhong Wu, Jun Liu, Hong Jia, Wen Hu, Mahbub Hassan, Aruna Seneviratne, Chun H. Wang
Subject-adaptive Loose-fitting Smart Garment Platform for Human Activity Recognition. ACM Trans. Sens. Networks 19 (4) (2023)
Yu Wu, Dimitris Spathis, Hong Jia, Ignacio Perez-Pozuelo, Tomas I. Gonzales, Søren Brage, Nicholas J. Wareham, Cecilia Mascolo
UDAMA: Unsupervised Domain Adaptation through Multi-discriminator Adversarial Training with Noisy Labels Improves Cardio-fitness Prediction. MLHC (2023)
Yanxiang Wang, Jiawei Hu, Hong Jia, Wen Hu, Mahbub Hassan, Ashraf Uddin, Brano Kusy, Moustafa Youssef
Indoor localization using light spectral information. MobiCom (2022)
Hong Jia, Yubin Weng
Unsupervised Feature Selection via Adaptive Feature Clustering for High-dimensional Data. DSIT (2022)
Jiawei Hu, Yanxiang Wang, Hong Jia, Wen Hu, Mahbub Hassan, Ashraf Uddin, Brano Kusy, Moustafa Youssef
Passive light spectral indoor localization. MobiCom (2022)
Nhat Pham, Hong Jia, Minh Tran, Tuan Dinh, Nam Bui, Young Kwon, Dong Ma, Phuc Nguyen, Cecilia Mascolo, Tam Vu
PROS: an efficient pattern-driven compressive sensing framework for low-power biopotential-based wearables with on-chip intelligence. MobiCom (2022)
Hong Jia, Yubin Weng
Unsupervised Feature Selection Based on 3-D Feature Decision Graph for High-dimensional Data. ACAI (2022)
Hong Jia, Jian Huang
Multi-view Graph Learning with Fuzzy Linear Discriminant Analysis. ACAI (2022)
Yongfei Shi, Wei Ye, Bo Qu, Hong Jia, Zhanying Fu, Xinming Lv, Chenglu Wen, Weiquan Liu
3D Point Cloud and BIM Component Retrieval for Subway Stations via Deep Learning. CECNet (2022)
Hong Jia, Weiwei Zhong
Clustering Algorithm with Learnable Distance for Categorical Data with Nominal and Ordinal Attributes. DSIT (2022)
Yu Wu, Dimitris Spathis, Hong Jia, Ignacio Perez-Pozuelo, Tomas I. Gonzales, Soren Brage, Nicholas J. Wareham, Cecilia Mascolo
Turning Silver into Gold: Domain Adaptation with Noisy Labels for Wearable Cardio-Respiratory Fitness Prediction. CoRR (2022)
Yanxiang Wang, Jiawei Hu, Hong Jia, Wen Hu, Mahbub Hassan, Ashraf Uddin, Brano Kusy, Moustafa Youssef
Spectral-Loc: Indoor Localization using Light Spectral Information. CoRR (2022)
Hong Jia, Zhimin Li
Spectral Ensemble Clustering with LDA-based Co-training for Multi-view Data Analysis. CIS (2021)
Zhenghao Qiu, Hong Jia
Multi-View Clustering Analysis via Density Peak Clustering with Novel Co-Training Strategy. CIS (2021)
Hong Jia, Jun Liu, Yuezhong Wu, Tomasz Bednarz, Lina Yao, Wen Hu
Condor: Mobile Golf Swing Tracking via Sensor Fusion using Conditional Generative Adversarial Networks. EWSN (2021)
Chengwen Luo, Zhongru Yang, Xingyu Feng, Jin Zhang, Hong Jia, Jianqiang Li, Jiawei Wu, Wen Hu
RFaceID: Towards RFID-based Facial Recognition. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 5 (4) (2021)
Hong Jia, Jiawei Hu, Wen Hu
SwingNet: Ubiquitous Fine-Grained Swing Tracking Framework via Stochastic Neural Architecture Search and Adversarial Learning. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 5 (3) (2021)
Qi Lin, Weitao Xu, Guohao Lan, Yesheng Cui, Hong Jia, Wen Hu, Mahbub Hassan, Aruna Seneviratne
KEHKey: Kinetic Energy Harvester-based Authentication and Key Generation for Body Area Network. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 4 (1) (2020)
Yuezhong Wu, Qi Lin, Hong Jia, Mahbub Hassan, Wen Hu
Auto-Key: Using Autoencoder to Speed Up Gait-based Key Generation in Body Area Networks. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 4 (1) (2020)
Hong Jia, Yuezhong Wu, Jun Liu, Lina Yao, Wen Hu
Mobile golf swing tracking using deep learning with data fusion: poster abstract. SenSys (2019)
Hong Jia, Yiu-Ming Cheung
Subspace Clustering of Categorical and Numerical Data With an Unknown Number of Clusters. IEEE Trans. Neural Networks Learn. Syst. 29 (8) (2018)
Yao Sun, Hong Jia, Jiwu Huang
Ensemble Clustering with Novel Weighting Strategy. CIS (2018)
Hong Jia, Yiu-ming Cheung, Jiming Liu
A New Distance Metric for Unsupervised Learning of Categorical Data. IEEE Trans. Neural Networks Learn. Syst. 27 (5) (2016)
Xiaofang Liu, Hong Jia, Liujuan Cao, Cheng Wang, Jonathan Li, Ming Cheng
Superpixel-based coastline extraction in SAR images with speckle noise removal. IGARSS (2016)
Guoli Song, Hong Jia, Chen Chen, Peng Sun, Yiwen Zhao, Jianda Han
Mechanical and Control Design of a Hollow Modular Joint. ICIRA (2) (2015)
Yuhuai Wang, Hong Jia, Xiaojing Zhu
A Method of Case Retrieval for Web-based Remote Customization Platform. J. Networks 9 (4) (2014)
Hong Jia, Yiu-ming Cheung, Jiming Liu
Cooperative and penalized competitive learning with application to kernel-based clustering. Pattern Recognit. 47 (9) (2014)
Hong Jia, Yiu-ming Cheung
A new distance metric for unsupervised learning of categorical data. IJCNN (2014)
Hong Jia, Yiu-ming Cheung
Feature Weighted Kernel Clustering with Application to Medical Data Analysis. Brain and Health Informatics (2013)
Yiu-ming Cheung, Hong Jia
Categorical-and-numerical-attribute data clustering based on a unified similarity metric without knowing cluster number. Pattern Recognit. 46 (8) (2013)
Yiu-ming Cheung, Hong Jia
A Unified Metric for Categorical and Numerical Attributes in Data Clustering. PAKDD (2) (2013)
Yiu-ming Cheung, Hong Jia
Unsupervised Feature Selection with Feature Clustering. Web Intelligence (2012)
Yiu-ming Cheung, Hong Jia
A Cooperative and Penalized Competitive Learning Approach to Gaussian Mixture Clustering. ICANN (3) (2010)
Guobin Zhou, Hong Jia, Yanlin Lu
The Evaluation of Parallel FEM Techniques Based on Graph Partitioning. ICAT Workshops (2006)
Xiao Zhou, Hong Jia, Yanlin Lu, Weilong Ding
Product Model Data Exchange Technology of Heterogeneous Systems in Collaborative Design Environment. ICAT Workshops (2006)