PUBLICATIONS | Dian Zhang

2026

SigPro

Compressive sensing based downlink channel estimation for mmWave systems using deep learning: Centralized or decentralized

Usman Aslam, Rukhsana Ruby, Dian Zhang, Kaishun Wu, and Lu Wang

Signal Processing, 2026

DOI Bib PDF

@article{ASLAM2026110180,
  title = {Compressive sensing based downlink channel estimation for mmWave systems using deep learning: Centralized or decentralized},
  journal = {Signal Processing},
  volume = {239},
  pages = {110180},
  year = {2026},
  doi = {10.1016/j.sigpro.2025.110180},
  author = {Aslam, Usman and Ruby, Rukhsana and Zhang, Dian and Wu, Kaishun and Wang, Lu}
}

2025

ComNet

Terahertz downlink channel estimation using AIoT systems: OMP integrated pruned deep CNN method

Rukhsana Ruby, Usman Aslam, Dian Zhang, Kaishun Wu, and Lu Wang

Computer Networks, 2025

DOI Bib

@article{RUBY2025111654,
  title = {Terahertz downlink channel estimation using AIoT systems: OMP integrated pruned deep CNN method},
  journal = {Computer Networks},
  volume = {273},
  pages = {111654},
  year = {2025},
  doi = {10.1016/j.comnet.2025.111654},
  author = {Ruby, Rukhsana and Aslam, Usman and Zhang, Dian and Wu, Kaishun and Wang, Lu}
}

Neurocomp

ST-RLNet: Spatio-temporal representation learning for multi-step traffic flow prediction

Lihua He, Si Shi, Dian Zhang, and Wuman Luo

Neurocomputing, 2025

DOI Bib

@article{HE2025131020,
  title = {ST-RLNet: Spatio-temporal representation learning for multi-step traffic flow prediction},
  journal = {Neurocomputing},
  volume = {652},
  pages = {131020},
  year = {2025},
  doi = {10.1016/j.neucom.2025.131020},
  author = {He, Lihua and Shi, Si and Zhang, Dian and Luo, Wuman}
}

npj DigMed

Next-generation AI framework for comprehensive oral leukoplakia evaluation and management

JingWen Li, YaFang Zhou, MengJing Zhang, John Adeoye, Jane JingYa Pu, MiMi Zhou, ChuanXia Liu, LiJie Fan, Colman McGrath, Dian Zhang, and LiWu Zheng

npj Digital Medicine, 2025

DOI Bib

@article{li2025next,
  title = {Next-generation AI framework for comprehensive oral leukoplakia evaluation and management},
  author = {Li, JingWen and Zhou, YaFang and Zhang, MengJing and Adeoye, John and Pu, Jane JingYa and Zhou, MiMi and Liu, ChuanXia and Fan, LiJie and McGrath, Colman and Zhang, Dian and Zheng, LiWu},
  journal = {npj Digital Medicine},
  volume = {8},
  number = {1},
  pages = {513},
  year = {2025},
  publisher = {Nature Publishing Group},
  doi = {10.1038/s41746-025-01885-8},
}

ICASSP

MVDC : A Multi-view Dental Completion Model Based on Contrastive Learning

Xunyu Yang, Qingxin Deng, Minghan Huang, Landu Jiang, and Dian Zhang

In 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2025

DOI Bib

@inproceedings{10888840,
  author = {Yang, Xunyu and Deng, Qingxin and Huang, Minghan and Jiang, Landu and Zhang, Dian},
  booktitle = {2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
  title = {MVDC : A Multi-view Dental Completion Model Based on Contrastive Learning},
  year = {2025},
  doi = {10.1109/ICASSP49660.2025.10888840},
}

J. Pain Res

Investigating the Analgesic Mechanisms of Acupuncture for Cancer Pain: Insights From Multimodal Bioelectrical Signal Analysis

Jianhao Huang, LiuYang Zhao, YuFeng Xie, Chi Wang, XinJing Yang, HaiFu Huang, and Dian Zhang

Journal of Pain Research, 2025

DOI Bib

@article{huang2025investigating,
  title = {Investigating the Analgesic Mechanisms of Acupuncture for Cancer Pain: Insights From Multimodal Bioelectrical Signal Analysis},
  author = {Huang, Jianhao and Zhao, LiuYang and Xie, YuFeng and Wang, Chi and Yang, XinJing and Huang, HaiFu and Zhang, Dian},
  journal = {Journal of Pain Research},
  pages = {1435--1450},
  year = {2025},
  publisher = {Taylor \& Francis},
  doi = {10.2147/JPR.S503975},
}

iScience

Enhancing malignant transformation predictions in oral potentially malignant disorders: A novel machine learning framework using real-world data

Jing Wen Li, Meng Jing Zhang, Ya Fang Zhou, John Adeoye, Jing Ya Jane Pu, Peter Thomson, Colman Patrick McGrath, Dian Zhang, and Li Wu Zheng

iScience, 2025

DOI Bib

@article{li2025enhancing,
  title = {Enhancing malignant transformation predictions in oral potentially malignant disorders: A novel machine learning framework using real-world data},
  author = {Li, Jing Wen and Zhang, Meng Jing and Zhou, Ya Fang and Adeoye, John and Pu, Jing Ya Jane and Thomson, Peter and McGrath, Colman Patrick and Zhang, Dian and Zheng, Li Wu},
  doi = {10.1016/j.isci.2025.112062},
  journal = {iScience},
  volume = {28},
  number = {3},
  year = {2025},
  publisher = {Elsevier},
}

J. Big Data

A computational analysis of aspect-based sentiment analysis research through bibliometric mapping and topic modeling

Xieling Chen, Haoran Xie, Xiaohui Tao, Fu Lee Wang, Dian Zhang, and Hong-Ning Dai

Journal of Big Data, 2025

DOI Bib

@article{chen2025computational,
  title = {A computational analysis of aspect-based sentiment analysis research through bibliometric mapping and topic modeling},
  author = {Chen, Xieling and Xie, Haoran and Tao, Xiaohui and Wang, Fu Lee and Zhang, Dian and Dai, Hong-Ning},
  journal = {Journal of Big Data},
  volume = {12},
  number = {1},
  pages = {40},
  year = {2025},
  doi = {10.1186/s40537-025-01068-y},
  publisher = {Springer},
}

2024

scDTL: single-cell RNA-seq imputation based on deep transfer learning using bulk cell information

Liuyang Zhao, Jun Tian, Yufeng Xie, Landu Jiang, Jianhao Huang, Haoran Xie, and Dian Zhang

bioRxiv, 2024

DOI Bib

@article{Zhao2024.03.20.585898,
  author = {Zhao, Liuyang and Tian, Jun and Xie, Yufeng and Jiang, Landu and Huang, Jianhao and Xie, Haoran and Zhang, Dian},
  title = {scDTL: single-cell RNA-seq imputation based on deep transfer learning using bulk cell information},
  year = {2024},
  doi = {10.1101/2024.03.20.585898},
  journal = {bioRxiv},
}

BIB

scDTL: enhancing single-cell RNA-seq imputation through deep transfer learning with bulk cell information

Liuyang Zhao, Landu Jiang, Yufeng Xie, JianHao Huang, Haoran Xie, Jun Tian, and Dian Zhang

Briefings in Bioinformatics, 2024

DOI Bib

@article{10.1093/bib/bbae555,
  author = {Zhao, Liuyang and Jiang, Landu and Xie, Yufeng and Huang, JianHao and Xie, Haoran and Tian, Jun and Zhang, Dian},
  title = {scDTL: enhancing single-cell RNA-seq imputation through deep transfer learning with bulk cell information},
  journal = {Briefings in Bioinformatics},
  volume = {25},
  number = {6},
  pages = {bbae555},
  year = {2024},
  doi = {10.1093/bib/bbae555},
}

MICCAI

TAPoseNet: Teeth Alignment Based on Pose Estimation via Multi-scale Graph Convolutional Network

Qingxin Deng, Xunyu Yang, Minghan Huang, Landu Jiang, and Dian Zhang

In MICCAI 2024, 2024

DOI Bib

@inproceedings{10.1007/978-3-031-72390-2_30,
  author = {Deng, Qingxin and Yang, Xunyu and Huang, Minghan and Jiang, Landu and Zhang, Dian},
  title = {TAPoseNet: Teeth Alignment Based on Pose Estimation via Multi-scale Graph Convolutional Network},
  booktitle = {MICCAI 2024},
  year = {2024},
  publisher = {Springer},
  doi = {10.1007/978-3-031-72390-2_30},
}

Sensors

MeshID: Few-Shot Finger Gesture Based User Identification Using Orthogonal Signal Interference

Weiling Zheng, Yu Zhang, Landu Jiang, Dian Zhang, and Tao Gu

Sensors, 2024

DOI Bib

@article{s24061978,
  author = {Zheng, Weiling and Zhang, Yu and Jiang, Landu and Zhang, Dian and Gu, Tao},
  title = {MeshID: Few-Shot Finger Gesture Based User Identification Using Orthogonal Signal Interference},
  journal = {Sensors},
  volume = {24},
  year = {2024},
  number = {6},
  article-number = {1978},
  doi = {10.3390/s24061978},
}

MobiQuitous

AIMSafe: EEG-Based Driver Behavior Understanding via Attention and Incremental Learning Mechanisms

Landu Jiang, Cheng Luo, Tao Gu, Kezhong Lu, and Dian Zhang

In Mobile and Ubiquitous Systems: Computing, Networking and Services, 2024

DOI Bib

@inproceedings{10.1007/978-3-031-63992-0_16,
  author = {Jiang, Landu and Luo, Cheng and Gu, Tao and Lu, Kezhong and Zhang, Dian},
  title = {AIMSafe: EEG-Based Driver Behavior Understanding via Attention and Incremental Learning Mechanisms},
  booktitle = {Mobile and Ubiquitous Systems: Computing, Networking and Services},
  year = {2024},
  publisher = {Springer},
  doi = {10.1007/978-3-031-63992-0_16},
}

2023

IP&M

SmartRolling: A human–machine interface for wheelchair control using EEG and smart sensing techniques

Landu Jiang, Cheng Luo, Zexiong Liao, Xuan Li, Qiuxia Chen, Yuan Jin, Kezhong Lu, and Dian Zhang

Information Processing & Management, 2023

DOI Bib

@article{JIANG2023103262,
  title = {SmartRolling: A human–machine interface for wheelchair control using EEG and smart sensing techniques},
  journal = {Information Processing & Management},
  volume = {60},
  number = {3},
  pages = {103262},
  year = {2023},
  publisher = {Elsevier},
  doi = {10.1016/j.ipm.2022.103262},
  author = {Jiang, Landu and Luo, Cheng and Liao, Zexiong and Li, Xuan and Chen, Qiuxia and Jin, Yuan and Lu, Kezhong and Zhang, Dian},
}

MobiQuitous

RF-Eye: Training-Free Object Shape Detection Using Directional RF Antenna

Weiling Zheng, Dian Zhang, Peng Ji, and Tao Gu

In Mobile and Ubiquitous Systems: Computing, Networking and Services, 2023

DOI Bib

@inproceedings{10.1007/978-3-031-34776-4_28,
  author = {Zheng, Weiling and Zhang, Dian and Ji, Peng and Gu, Tao},
  title = {RF-Eye: Training-Free Object Shape Detection Using Directional RF Antenna},
  booktitle = {Mobile and Ubiquitous Systems: Computing, Networking and Services},
  year = {2023},
  publisher = {Springer},
  doi = {10.1007/978-3-031-34776-4_28},
}

IoTJ

MG-ASTN: Multigraph Framework With Attentive Spatial–Temporal Networks for Crowd Mobility Prediction

Cheng Luo, Rusheng Cai, Haizhou Guo, Siting Luo, Rui Mao, Landu Jiang, and Dian Zhang

IEEE Internet of Things Journal, 2023

DOI Bib

@article{10139798,
  author = {Luo, Cheng and Cai, Rusheng and Guo, Haizhou and Luo, Siting and Mao, Rui and Jiang, Landu and Zhang, Dian},
  journal = {IEEE Internet of Things Journal},
  title = {MG-ASTN: Multigraph Framework With Attentive Spatial–Temporal Networks for Crowd Mobility Prediction},
  year = {2023},
  volume = {10},
  number = {21},
  pages = {19054-19061},
  doi = {10.1109/JIOT.2023.3281648},
}

IJMLC

Leveraging deep learning for automatic literature screening in intelligent bibliometrics

Xieling Chen, Haoran Xie, Zongxi Li, Dian Zhang, Gary Cheng, Fu Lee Wang, Hong-Ning Dai, and Qing Li

International Journal of Machine Learning and Cybernetics, 2023

DOI Bib

@article{chen2023leveraging,
  title = {Leveraging deep learning for automatic literature screening in intelligent bibliometrics},
  author = {Chen, Xieling and Xie, Haoran and Li, Zongxi and Zhang, Dian and Cheng, Gary and Wang, Fu Lee and Dai, Hong-Ning and Li, Qing},
  journal = {International Journal of Machine Learning and Cybernetics},
  volume = {14},
  number = {4},
  pages = {1483--1525},
  year = {2023},
  publisher = {Springer},
  doi = {10.1007/s13042-022-01710-8},
}

TMC

InFit: Combination Movement Recognition for Intensive Fitness Assistant via Wi-Fi

Huichuwu Li, Jiang Xiao, Wei Wang, Lu Wang, Dian Zhang, and Hai Jin

IEEE Transactions on Mobile Computing, 2023

DOI Bib

@article{9903544,
  author = {Li, Huichuwu and Xiao, Jiang and Wang, Wei and Wang, Lu and Zhang, Dian and Jin, Hai},
  journal = {IEEE Transactions on Mobile Computing},
  title = {InFit: Combination Movement Recognition for Intensive Fitness Assistant via Wi-Fi},
  year = {2023},
  volume = {22},
  number = {12},
  pages = {7188-7202},
  doi = {10.1109/TMC.2022.3209656},
}

TMC

Fine-Grained and Real-Time Gesture Recognition by Using IMU Sensors

Dian Zhang, Zexiong Liao, Wen Xie, Xiaofeng Wu, Haoran Xie, Jiang Xiao, and Landu Jiang

IEEE Transactions on Mobile Computing, 2023

DOI Bib

@article{9628113,
  author = {Zhang, Dian and Liao, Zexiong and Xie, Wen and Wu, Xiaofeng and Xie, Haoran and Xiao, Jiang and Jiang, Landu},
  journal = {IEEE Transactions on Mobile Computing},
  title = {Fine-Grained and Real-Time Gesture Recognition by Using IMU Sensors},
  publisher = {IEEE},
  year = {2023},
  volume = {22},
  number = {4},
  pages = {2177-2189},
  doi = {10.1109/TMC.2021.3120475},
}

SMC

FGRL-Net: Fine-Grained Personalized Patient Representation Learning for Clinical Risk Prediction Based on EHRs

KaKit Chio, Wenhao Zhu, Lihua He, Dian Zhang, Xu Yang, and Wuman Luo

In 2023 IEEE International Conference on Systems, Man, and Cybernetics (SMC), 2023

DOI Bib

@inproceedings{10393910,
  author = {Chio, KaKit and Zhu, Wenhao and He, Lihua and Zhang, Dian and Yang, Xu and Luo, Wuman},
  booktitle = {2023 IEEE International Conference on Systems, Man, and Cybernetics (SMC)},
  title = {FGRL-Net: Fine-Grained Personalized Patient Representation Learning for Clinical Risk Prediction Based on EHRs},
  year = {2023},
  doi = {10.1109/SMC53992.2023.10393910},
}

2022

IoTJ

Smart Diagnosis: Deep Learning Boosted Driver Inattention Detection and Abnormal Driving Prediction

Landu Jiang, Wen Xie, Dian Zhang, and Tao Gu

IEEE Internet of Things Journal, 2022

DOI Bib

@article{9509762,
  author = {Jiang, Landu and Xie, Wen and Zhang, Dian and Gu, Tao},
  journal = {IEEE Internet of Things Journal},
  title = {Smart Diagnosis: Deep Learning Boosted Driver Inattention Detection and Abnormal Driving Prediction},
  year = {2022},
  volume = {9},
  number = {6},
  pages = {4076-4089},
  doi = {10.1109/JIOT.2021.3103852},
}

WWW

Leveraging statistical information in fine-grained financial sentiment analysis

Han Zhang, Zongxi Li, Haoran Xie, Raymond YK Lau, Gary Cheng, Qing Li, and Dian Zhang

World Wide Web, 2022

DOI Bib

@article{zhang2022leveraging,
  title = {Leveraging statistical information in fine-grained financial sentiment analysis},
  author = {Zhang, Han and Li, Zongxi and Xie, Haoran and Lau, Raymond YK and Cheng, Gary and Li, Qing and Zhang, Dian},
  journal = {World Wide Web},
  volume = {25},
  number = {2},
  pages = {513--531},
  year = {2022},
  publisher = {Springer},
  doi = {10.1007/s11280-021-00993-1},
}

POM

Is it all about you or your driving? Designing IoT-enabled risk assessments

Yi-Jen Ho, Siyuan Liu, Jingchuan Pu, and Dian Zhang

Production and Operations Management, 2022

DOI Bib

@article{ho2022all,
  title = {Is it all about you or your driving? Designing IoT-enabled risk assessments},
  author = {Ho, Yi-Jen and Liu, Siyuan and Pu, Jingchuan and Zhang, Dian},
  journal = {Production and Operations Management},
  volume = {31},
  number = {11},
  pages = {4205--4222},
  year = {2022},
  publisher = {SAGE},
  doi = {10.1111/poms.13816},
}

TMC

Beyond RSS: A PRR and SNR Aided Localization System for Transceiver-Free Target in Sparse Wireless Networks

Dian Zhang, Wen Xie, Zexiong Liao, Wenzhan Zhu, Landu Jiang, and Yongpan Zou

IEEE Transactions on Mobile Computing, 2022

DOI Bib

@article{9369082,
  author = {Zhang, Dian and Xie, Wen and Liao, Zexiong and Zhu, Wenzhan and Jiang, Landu and Zou, Yongpan},
  journal = {IEEE Transactions on Mobile Computing},
  title = {Beyond RSS: A PRR and SNR Aided Localization System for Transceiver-Free Target in Sparse Wireless Networks},
  year = {2022},
  volume = {21},
  number = {11},
  pages = {3866-3879},
  doi = {10.1109/TMC.2021.3063629},
}

IoTJ

ASTCN: An Attentive Spatial–Temporal Convolutional Network for Flow Prediction

Haizhou Guo, Dian Zhang, Landu Jiang, Kin-Wang Poon, and Kezhong Lu

IEEE Internet of Things Journal, 2022

DOI Bib

@article{9511315,
  author = {Guo, Haizhou and Zhang, Dian and Jiang, Landu and Poon, Kin-Wang and Lu, Kezhong},
  journal = {IEEE Internet of Things Journal},
  title = {ASTCN: An Attentive Spatial–Temporal Convolutional Network for Flow Prediction},
  year = {2022},
  volume = {9},
  number = {5},
  pages = {3215-3225},
  doi = {10.1109/JIOT.2021.3100068},
}

2021

KDD

MoCha: Large-Scale Driving Pattern Characterization for Usage-based Insurance

Zhihan Fang, Guang Yang, Dian Zhang, Xiaoyang Xie, Guang Wang, Yu Yang, Fan Zhang, and Desheng Zhang

In Proceedings of the 27th ACM SIGKDD Conference, 2021

DOI Bib

@inproceedings{10.1145/3447548.3467114,
  author = {Fang, Zhihan and Yang, Guang and Zhang, Dian and Xie, Xiaoyang and Wang, Guang and Yang, Yu and Zhang, Fan and Zhang, Desheng},
  title = {MoCha: Large-Scale Driving Pattern Characterization for Usage-based Insurance},
  booktitle = {Proceedings of the 27th ACM SIGKDD Conference},
  year = {2021},
  publisher = {ACM},
  doi = {10.1145/3447548.3467114},
}

TIIS

Cross-Technology Localization: Leveraging Commodity WiFi to Localize Non-WiFi Device

Dian Zhang, Rujun Zhang, Haizhou Guo, Peng Xiang, and Xiaonan Guo

KSII Transactions on Internet and Information Systems (TIIS), 2021

DOI Bib

@article{zhang2021cross,
  title = {Cross-Technology Localization: Leveraging Commodity WiFi to Localize Non-WiFi Device},
  author = {Zhang, Dian and Zhang, Rujun and Guo, Haizhou and Xiang, Peng and Guo, Xiaonan},
  journal = {KSII Transactions on Internet and Information Systems (TIIS)},
  volume = {15},
  number = {11},
  pages = {3950--3969},
  year = {2021},
  doi = {10.3837/tiis.2021.11.005},
}

DSS

Bitcoin price forecasting: A perspective of underlying blockchain transactions

Haizhou Guo, Dian Zhang, Siyuan Liu, Lei Wang, and Ye Ding

Decision Support Systems, 2021

DOI Bib

@article{GUO2021113650,
  title = {Bitcoin price forecasting: A perspective of underlying blockchain transactions},
  journal = {Decision Support Systems},
  publisher = {Elsevier},
  volume = {151},
  pages = {113650},
  year = {2021},
  doi = {10.1016/j.dss.2021.113650},
  author = {Guo, Haizhou and Zhang, Dian and Liu, Siyuan and Wang, Lei and Ding, Ye}
}

2020

IoTJ

A Low-Cost Smart Glove System for Real-Time Fitness Coaching

Yongpan Zou, Dan Wang, Shicong Hong, Rukhsana Ruby, Dian Zhang, and Kaishun Wu

IEEE Internet of Things Journal, 2020

DOI Bib

@article{9046259,
  author = {Zou, Yongpan and Wang, Dan and Hong, Shicong and Ruby, Rukhsana and Zhang, Dian and Wu, Kaishun},
  journal = {IEEE Internet of Things Journal},
  title = {A Low-Cost Smart Glove System for Real-Time Fitness Coaching},
  publisher = {IEEE},
  year = {2020},
  volume = {7},
  number = {8},
  pages = {7377-7391},
  doi = {10.1109/JIOT.2020.2983124},
}

2019

MLKDD

PBE: Driver Behavior Assessment Beyond Trajectory Profiling

Bing He, Xiaolin Chen, Dian Zhang, Siyuan Liu, Dawei Han, and Lionel M. Ni

In Machine Learning and Knowledge Discovery in Databases, 2019

DOI Bib

@inproceedings{10.1007/978-3-030-10997-4_31,
  author = {He, Bing and Chen, Xiaolin and Zhang, Dian and Liu, Siyuan and Han, Dawei and Ni, Lionel M.},
  title = {PBE: Driver Behavior Assessment Beyond Trajectory Profiling},
  booktitle = {Machine Learning and Knowledge Discovery in Databases},
  year = {2019},
  publisher = {Springer},
  doi = {10.1007/978-3-030-10997-4_31},
}

2018

BigData

Profiling Driver Behavior for Personalized Insurance Pricing and Maximal Profit

Bing He, Dian Zhang, Siyuan Liu, Hao Liu, Dawei Han, and Lionel M. Ni

In 2018 IEEE International Conference on Big Data (Big Data), 2018

DOI Bib

@inproceedings{8622491,
  author = {He, Bing and Zhang, Dian and Liu, Siyuan and Liu, Hao and Han, Dawei and Ni, Lionel M.},
  booktitle = {2018 IEEE International Conference on Big Data (Big Data)},
  title = {Profiling Driver Behavior for Personalized Insurance Pricing and Maximal Profit},
  year = {2018},
  pages = {1387-1396},
  doi = {10.1109/BigData.2018.8622491},
}

WCMC

Enhance RSS-Based Indoor Localization Accuracy by Leveraging Environmental Physical Features

Peng Xiang, Peng Ji, and Dian Zhang

Wireless Communications and Mobile Computing, 2018

DOI Bib

@article{xiang2018enhance,
  title = {Enhance RSS-Based Indoor Localization Accuracy by Leveraging Environmental Physical Features},
  author = {Xiang, Peng and Ji, Peng and Zhang, Dian},
  journal = {Wireless Communications and Mobile Computing},
  volume = {2018},
  number = {1},
  pages = {8956757},
  year = {2018},
  publisher = {Wiley},
  doi = {10.1155/2018/8956757},
}

Detecting Taxi Speeding from Sparse and Low-Sampled Trajectory Data

Xibo Zhou, Qiong Luo, Dian Zhang, and Lionel M. Ni

In Web and Big Data, 2018

DOI Bib

@inproceedings{10.1007/978-3-319-96893-3_16,
  author = {Zhou, Xibo and Luo, Qiong and Zhang, Dian and Ni, Lionel M.},
  title = {Detecting Taxi Speeding from Sparse and Low-Sampled Trajectory Data},
  booktitle = {Web and Big Data},
  year = {2018},
  publisher = {Springer},
  doi = {10.1007/978-3-319-96893-3_16},
}

GLOBECOM

Beyond RSS: A PRR Aided RSS System to Localize Transceiver-Free Target in Sparse Wireless Networks

Wenzhan Zhu, Weiling Zheng, and Dian Zhang

In 2018 IEEE Global Communications Conference (GLOBECOM), 2018

DOI Bib

@inproceedings{8647832,
  author = {Zhu, Wenzhan and Zheng, Weiling and Zhang, Dian},
  booktitle = {2018 IEEE Global Communications Conference (GLOBECOM)},
  title = {Beyond RSS: A PRR Aided RSS System to Localize Transceiver-Free Target in Sparse Wireless Networks},
  year = {2018},
  doi = {10.1109/GLOCOM.2018.8647832},
}

2017

TMC

RSS-Based Ranging by Leveraging Frequency Diversity to Distinguish the Multiple Radio Paths

Yunhuai Liu, Dian Zhang, Xiaonan Guo, Min Gao, Zhong Ming, Lei Yang, and Lionel M. Ni

IEEE Transactions on Mobile Computing, 2017

DOI Bib

@article{7488215,
  author = {Liu, Yunhuai and Zhang, Dian and Guo, Xiaonan and Gao, Min and Ming, Zhong and Yang, Lei and Ni, Lionel M.},
  journal = {IEEE Transactions on Mobile Computing},
  title = {RSS-Based Ranging by Leveraging Frequency Diversity to Distinguish the Multiple Radio Paths},
  year = {2017},
  volume = {16},
  number = {4},
  pages = {1121-1135},
  doi = {10.1109/TMC.2016.2579619},
}

2016

ChinaCom

Precise transceiver-free localization in complex indoor environment

Rui Mao, Peng Xiang, and Dian Zhang

China Communications, 2016

DOI Bib

@article{7489971,
  author = {Mao, Rui and Xiang, Peng and Zhang, Dian},
  journal = {China Communications},
  title = {Precise transceiver-free localization in complex indoor environment},
  year = {2016},
  volume = {13},
  number = {5},
  pages = {28-37},
  doi = {10.1109/CC.2016.7489971},
}

2015

ICC

HandButton: Gesture recognition of transceiver-free object by using wireless networks

Weiling Zheng and Dian Zhang

In 2015 IEEE International Conference on Communications (ICC), 2015

DOI Bib

@inproceedings{7249383,
  author = {Zheng, Weiling and Zhang, Dian},
  booktitle = {2015 IEEE International Conference on Communications (ICC)},
  title = {HandButton: Gesture recognition of transceiver-free object by using wireless networks},
  year = {2015},
  doi = {10.1109/ICC.2015.7249383},
}

ChinaCom

A precise RFID indoor localization system with sensor network assistance

Zhang Dian, Lu Kezhong, and Mao Rui

China Communications, 2015

DOI Bib

@article{7114062,
  author = {Dian, Zhang and Kezhong, Lu and Rui, Mao},
  journal = {China Communications},
  title = {A precise RFID indoor localization system with sensor network assistance},
  year = {2015},
  volume = {12},
  number = {4},
  pages = {13-22},
  doi = {10.1109/CC.2015.7114062},
}

CMIG

A fast algorithm to estimate inverse consistent image transformation based on corresponding landmarks

Xuan Yang, Dian Zhang, Shuiyong Yao, and Bo Wang

Computerized Medical Imaging and Graphics, 2015

DOI Bib

@article{YANG201584,
  title = {A fast algorithm to estimate inverse consistent image transformation based on corresponding landmarks},
  journal = {Computerized Medical Imaging and Graphics},
  volume = {45},
  pages = {84-98},
  year = {2015},
  doi = {10.1016/j.compmedimag.2015.04.003},
  author = {Yang, Xuan and Zhang, Dian and Yao, Shuiyong and Wang, Bo},
}

2014

DASFAA

On Data Partitioning in Tree Structure Metric-Space Indexes

Rui Mao, Sheng Liu, Honglong Xu, Dian Zhang, and Daniel P. Miranker

In Database Systems for Advanced Applications, 2014

DOI Bib

@inproceedings{10.1007/978-3-319-05810-8_10,
  author = {Mao, Rui and Liu, Sheng and Xu, Honglong and Zhang, Dian and Miranker, Daniel P.},
  title = {On Data Partitioning in Tree Structure Metric-Space Indexes},
  booktitle = {Database Systems for Advanced Applications},
  year = {2014},
  publisher = {Springer},
  doi = {10.1007/978-3-319-05810-8_10},
}

TPDS

MODLoc: Localizing Multiple Objects in Dynamic Indoor Environment

Xiaonan Guo, Dian Zhang, Kaishun Wu, and Lionel M. Ni

IEEE Transactions on Parallel and Distributed Systems, 2014

DOI Bib

@article{6662344,
  author = {Guo, Xiaonan and Zhang, Dian and Wu, Kaishun and Ni, Lionel M.},
  journal = {IEEE Transactions on Parallel and Distributed Systems},
  title = {MODLoc: Localizing Multiple Objects in Dynamic Indoor Environment},
  year = {2014},
  volume = {25},
  number = {11},
  pages = {2969-2980},
  doi = {10.1109/TPDS.2013.286},
}

TPDS

Fine-Grained Localization for Multiple Transceiver-Free Objects by using RF-Based Technologies

Dian Zhang, Kezhong Lu, Rui Mao, Yuhong Feng, Yunhuai Liu, Zhong Ming, and Lionel M. Ni

IEEE Transactions on Parallel and Distributed Systems, 2014

DOI Bib

@article{6613476,
  author = {Zhang, Dian and Lu, Kezhong and Mao, Rui and Feng, Yuhong and Liu, Yunhuai and Ming, Zhong and Ni, Lionel M.},
  journal = {IEEE Transactions on Parallel and Distributed Systems},
  title = {Fine-Grained Localization for Multiple Transceiver-Free Objects by using RF-Based Technologies},
  publisher = {IEEE},
  year = {2014},
  volume = {25},
  number = {6},
  pages = {1464-1475},
  doi = {10.1109/TPDS.2013.243},
}

ICPP

Double Free: Measurement-Free Localization for Transceiver-Free Object

Dian Zhang, Xiaoyan Jiang, and Lionel M. Ni

In 2014 43rd International Conference on Parallel Processing, 2014

DOI Bib

@inproceedings{6957262,
  author = {Zhang, Dian and Jiang, Xiaoyan and Ni, Lionel M.},
  booktitle = {2014 43rd International Conference on Parallel Processing},
  title = {Double Free: Measurement-Free Localization for Transceiver-Free Object},
  year = {2014},
  doi = {10.1109/ICPP.2014.62},
}

2013

TPDS

RASS: A Real-Time, Accurate, and Scalable System for Tracking Transceiver-Free Objects

Dian Zhang, Yunhuai Liu, Xiaonan Guo, and Lionel M. Ni

IEEE Transactions on Parallel and Distributed Systems, 2013

DOI Bib

@article{6193097,
  author = {Zhang, Dian and Liu, Yunhuai and Guo, Xiaonan and Ni, Lionel M.},
  journal = {IEEE Transactions on Parallel and Distributed Systems},
  title = {RASS: A Real-Time, Accurate, and Scalable System for Tracking Transceiver-Free Objects},
  publisher = {IEEE},
  year = {2013},
  volume = {24},
  number = {5},
  pages = {996-1008},
  doi = {10.1109/TPDS.2012.134},
}

2012

TPDS

RCSMA: Receiver-Based Carrier Sense Multiple Access in UHF RFID Systems

Lei Kang, Jin Zhang, Kaishun Wu, Dian Zhang, and Lionel Ni

IEEE Transactions on Parallel and Distributed Systems, 2012

DOI Bib

@article{6035689,
  author = {Kang, Lei and Zhang, Jin and Wu, Kaishun and Zhang, Dian and Ni, Lionel},
  journal = {IEEE Transactions on Parallel and Distributed Systems},
  title = {RCSMA: Receiver-Based Carrier Sense Multiple Access in UHF RFID Systems},
  year = {2012},
  volume = {23},
  number = {4},
  pages = {735-743},
  doi = {10.1109/TPDS.2011.240},
}

INFOCOM

On distinguishing the multiple radio paths in RSS-based ranging

Dian Zhang, Yunhuai Liu, Xiaonan Guo, Min Gao, and Lionel M. Ni

In 2012 Proceedings IEEE INFOCOM, 2012

DOI Bib PDF

@inproceedings{6195605,
  author = {Zhang, Dian and Liu, Yunhuai and Guo, Xiaonan and Gao, Min and Ni, Lionel M.},
  booktitle = {2012 Proceedings IEEE INFOCOM},
  organization = {IEEE},
  title = {On distinguishing the multiple radio paths in RSS-based ranging},
  year = {2012},
  pages = {2201-2209},
  doi = {10.1109/INFCOM.2012.6195605},
}

ICDCS

Localizing Multiple Objects in an RF-based Dynamic Environment

Xiaonan Guo, Dian Zhang, and Lionel M. Ni

In 2012 IEEE 32nd International Conference on Distributed Computing Systems, 2012

DOI Bib

@inproceedings{6258030,
  author = {Guo, Xiaonan and Zhang, Dian and Ni, Lionel M.},
  booktitle = {2012 IEEE 32nd International Conference on Distributed Computing Systems},
  title = {Localizing Multiple Objects in an RF-based Dynamic Environment},
  year = {2012},
  pages = {576-585},
  doi = {10.1109/ICDCS.2012.49},
}

2011

IEEE WC

RFID-based localization and tracking technologies

Lionel M. Ni, Dian Zhang, and Michael R. Souryal

IEEE Wireless Communications, 2011

DOI Bib

@article{5751295,
  author = {Ni, Lionel M. and Zhang, Dian and Souryal, Michael R.},
  journal = {IEEE Wireless Communications},
  title = {RFID-based localization and tracking technologies},
  publisher = {IEEE},
  year = {2011},
  volume = {18},
  number = {2},
  pages = {45-51},
  doi = {10.1109/MWC.2011.5751295},
}

IJDSN

Localization algorithm based on maximum a posteriori in wireless sensor networks

Kezhong Lu, Xiaohua Xiang, Dian Zhang, Rui Mao, and Yuhong Feng

International Journal of Distributed Sensor Networks, 2011

DOI Bib

@article{lu2011localization,
  title = {Localization algorithm based on maximum a posteriori in wireless sensor networks},
  author = {Lu, Kezhong and Xiang, Xiaohua and Zhang, Dian and Mao, Rui and Feng, Yuhong},
  journal = {International Journal of Distributed Sensor Networks},
  volume = {8},
  number = {1},
  pages = {260302},
  year = {2011},
  publisher = {SAGE Publications},
  doi = {10.1155/2012/260302},
}

ICPADS

A Versatile Nodal Energy Consumption Monitoring Method for Wireless Sensor Network Testbed

Min Gao, Xiaorui Pan, Longhui Deng, Caiyan Huang, Dian Zhang, and Lionel Ni

In 2011 IEEE 17th International Conference on Parallel and Distributed Systems, 2011

DOI Bib

@inproceedings{6121302,
  author = {Gao, Min and Pan, Xiaorui and Deng, Longhui and Huang, Caiyan and Zhang, Dian and Ni, Lionel},
  booktitle = {2011 IEEE 17th International Conference on Parallel and Distributed Systems},
  title = {A Versatile Nodal Energy Consumption Monitoring Method for Wireless Sensor Network Testbed},
  year = {2011},
  doi = {10.1109/ICPADS.2011.21},
}

2010

ICDCS

Link-Centric Probabilistic Coverage Model for Transceiver-Free Object Detection in Wireless Networks

Dian Zhang, Yunhuai Liu, and Lionel M. Ni

In 2010 IEEE 30th International Conference on Distributed Computing Systems, 2010

DOI Bib

@inproceedings{5541700,
  author = {Zhang, Dian and Liu, Yunhuai and Ni, Lionel M.},
  booktitle = {2010 IEEE 30th International Conference on Distributed Computing Systems},
  title = {Link-Centric Probabilistic Coverage Model for Transceiver-Free Object Detection in Wireless Networks},
  year = {2010},
  pages = {116-125},
  doi = {10.1109/ICDCS.2010.47},
}

ICC

COCKTAIL: An RF-Based Hybrid Approach for Indoor Localization

D. Zhang, Y. Yang, D. Cheng, S. Liu, and L. M. Ni

In 2010 IEEE International Conference on Communications, 2010

DOI Bib

@inproceedings{5502137,
  author = {Zhang, D. and Yang, Y. and Cheng, D. and Liu, S. and Ni, L. M.},
  booktitle = {2010 IEEE International Conference on Communications},
  title = {COCKTAIL: An RF-Based Hybrid Approach for Indoor Localization},
  organization = {IEEE},
  year = {2010},
  pages = {1-5},
  doi = {10.1109/ICC.2010.5502137},
}

2009

PerCom

Dynamic clustering for tracking multiple transceiver-free objects

Dian Zhang and Lionel M. Ni

In 2009 IEEE International Conference on Pervasive Computing and Communications, 2009

DOI Bib

@inproceedings{4912777,
  author = {Zhang, Dian and Ni, Lionel M.},
  booktitle = {2009 IEEE International Conference on Pervasive Computing and Communications},
  title = {Dynamic clustering for tracking multiple transceiver-free objects},
  organization = {IEEE},
  year = {2009},
  pages = {1-8},
  doi = {10.1109/PERCOM.2009.4912777},
}

2008

IJSNet

MOCUS: moving object counting using ultrasonic sensor networks

Quanbin Chen, Min Gao, Jian Ma, Dian Zhang, Lionel Ni, and Yunhao Liu

International Journal of Sensor Networks, 2008

DOI Bib

@article{doi:10.1504/IJSNet.2008.016462,
  author = {Chen, Quanbin and Gao, Min and Ma, Jian and Zhang, Dian and Ni, Lionel and Liu, Yunhao},
  title = {MOCUS: moving object counting using ultrasonic sensor networks},
  journal = {International Journal of Sensor Networks},
  volume = {3},
  number = {1},
  pages = {55-65},
  year = {2008},
  doi = {10.1504/IJSNet.2008.016462},
}

2007

ICPPW

Shift Coding: Efficient State Update in Mobile Peer-to-Peer Multiplayer Games

Yanmin Zhu, Yunhuai Liu, Hoilun Ngan, Quanbin Chen, Chen Qian, Jian Ma, and Dian Zhang

In 2007 International Conference on Parallel Processing Workshops (ICPPW 2007), 2007

DOI Bib

@inproceedings{4346416,
  author = {Zhu, Yanmin and Liu, Yunhuai and Ngan, Hoilun and Chen, Quanbin and Qian, Chen and Ma, Jian and Zhang, Dian},
  booktitle = {2007 International Conference on Parallel Processing Workshops (ICPPW 2007)},
  title = {Shift Coding: Efficient State Update in Mobile Peer-to-Peer Multiplayer Games},
  year = {2007},
  doi = {10.1109/ICPPW.2007.76},
}

PerCom

An RF-Based System for Tracking Transceiver-Free Objects

Dian Zhang, Jian Ma, Quanbin Chen, and Lionel M. Ni

In Fifth Annual IEEE International Conference on Pervasive Computing and Communications (PerCom’07), 2007

DOI Bib

@inproceedings{4144758,
  author = {Zhang, Dian and Ma, Jian and Chen, Quanbin and Ni, Lionel M.},
  booktitle = {Fifth Annual IEEE International Conference on Pervasive Computing and Communications (PerCom'07)},
  title = {An RF-Based System for Tracking Transceiver-Free Objects},
  organization = {IEEE},
  year = {2007},
  pages = {135-144},
  doi = {10.1109/PERCOM.2007.8},
}

An Energy-Efficient K-Hop Clustering Framework for Wireless Sensor Networks

Quanbin Chen, Jian Ma, Yanmin Zhu, Dian Zhang, and Lionel M. Ni

In Wireless Sensor Networks, 2007

DOI Bib

@inproceedings{10.1007/978-3-540-69830-2_2,
  author = {Chen, Quanbin and Ma, Jian and Zhu, Yanmin and Zhang, Dian and Ni, Lionel M.},
  title = {An Energy-Efficient K-Hop Clustering Framework for Wireless Sensor Networks},
  booktitle = {Wireless Sensor Networks},
  year = {2007},
  publisher = {Springer},
  pages = {17--33},
  doi = {10.1007/978-3-540-69830-2_2},
}

2006

HKUST

An empirical study of radio signal strength in sensor networks using mica2 nodes

Jian Ma, Qianbin Chen, Dian Zhang, and Lionel M Ni

Technical Report, HKUST, 2006

Bib

@article{ma2006empirical,
  title = {An empirical study of radio signal strength in sensor networks using mica2 nodes},
  author = {Ma, Jian and Chen, Qianbin and Zhang, Dian and Ni, Lionel M},
  journal = {Technical Report, HKUST},
  year = {2006},
}