Junbo Zhang

According to our database, Junbo Zhang authored at least 169 papers between 2010 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Underwater image dehazing using a novel color channel based dual transmission map estimation.

Xiaohong Yan, Guangyuan Wang, Peng Lin, Junbo Zhang, Yafei Wang, Xianping Fu

Multim. Tools Appl., 2024

Multi-task Manipulation Policy Modeling with Visuomotor Latent Diffusion.

Wenhui Tan, Bei Liu, Junbo Zhang, Ruihua Song, Jianlong Fu

CoRR, 2024

Deep Learning for Cross-Domain Data Fusion in Urban Computing: Taxonomy, Advances, and Outlook.

Xingchen Zou, Yibo Yan, Xixuan Hao, Yuehong Hu, Haomin Wen, Erdong Liu, Junbo Zhang, Yong Li, Tianrui Li, Yu Zheng, Yuxuan Liang

CoRR, 2024

2023

Reinvigorating sustainability in Internet of Things marketing: Framework for multi-round real-time bidding with game machine learning.

Rui Zhang, Chengtian Jiang, Junbo Zhang, Jiteng Fan, Jiayi Ren, Hui Xia

Internet Things, December, 2023

HiSTGNN: Hierarchical spatio-temporal graph neural network for weather forecasting.

Minbo Ma, Peng Xie, Fei Teng, Bin Wang, Shenggong Ji, Junbo Zhang, Tianrui Li

Inf. Sci., November, 2023

Spatio-Temporal Dynamic Graph Relation Learning for Urban Metro Flow Prediction.

Peng Xie, Minbo Ma, Tianrui Li, Shenggong Ji, Shengdong Du, Zeng Yu, Junbo Zhang

IEEE Trans. Knowl. Data Eng., October, 2023

Teaching quality monitoring and evaluation of physical education teaching in ordinary college based on edge computing optimization model.

Junbo Zhang, Cheng Zhang

J. Supercomput., October, 2023

Locating Everyday Objects Using NFC Textiles.

Jingxian Wang, Junbo Zhang, Ke Li, Chengfeng Pan, Carmel Majidi, Swarun Kumar

Commun. ACM, October, 2023

Mixed-Order Relation-Aware Recurrent Neural Networks for Spatio-Temporal Forecasting.

Yuxuan Liang, Kun Ouyang, Yiwei Wang, Zheyi Pan, Yifang Yin, Hongyang Chen, Junbo Zhang, Yu Zheng, David S. Rosenblum, Roger Zimmermann

IEEE Trans. Knowl. Data Eng., September, 2023

Forecasting Fine-Grained Urban Flows Via Spatio-Temporal Contrastive Self-Supervision.

Hao Qu, Yongshun Gong, Meng Chen, Junbo Zhang, Yu Zheng, Yilong Yin

IEEE Trans. Knowl. Data Eng., August, 2023

Task scheduling in real-time industrial scenarios.

Ge Chen, Junbo Zhang, Mingchao Ning, Wei Cui, Mengcheng Ma

Comput. Ind. Eng., August, 2023

Fine-Grained Urban Flow Inference With Incomplete Data.

Jiyue Li, Senzhang Wang, Jiaqiang Zhang, Hao Miao, Junbo Zhang, Philip S. Yu

IEEE Trans. Knowl. Data Eng., June, 2023

Shortening Passengers' Travel Time: A Dynamic Metro Train Scheduling Approach Using Deep Reinforcement Learning.

Zhaoyuan Wang, Zheyi Pan, Shun Chen, Shenggong Ji, Xiuwen Yi, Junbo Zhang, Jingyuan Wang, Zhiguo Gong, Tianrui Li, Yu Zheng

IEEE Trans. Knowl. Data Eng., May, 2023

Cross-Domain Knowledge Graph Chiasmal Embedding for Multi-Domain Item-Item Recommendation.

Jia Liu, Wei Huang, Tianrui Li, Shenggong Ji, Junbo Zhang

IEEE Trans. Knowl. Data Eng., May, 2023

AutoSTG⁺: An automatic framework to discover the optimal network for spatio-temporal graph prediction.

Songyu Ke, Zheyi Pan, Tianfu He, Yuxuan Liang, Junbo Zhang, Yu Zheng

Artif. Intell., May, 2023

Urban Flow Pattern Mining Based on Multi-Source Heterogeneous Data Fusion and Knowledge Graph Embedding.

Jia Liu, Tianrui Li, Shenggong Ji, Peng Xie, Shengdong Du, Fei Teng, Junbo Zhang

IEEE Trans. Knowl. Data Eng., 2023

TrajMesa: A Distributed NoSQL-Based Trajectory Data Management System.

Ruiyuan Li, Huajun He, Rubin Wang, Sijie Ruan, Tianfu He, Jie Bao, Junbo Zhang, Liang Hong, Yu Zheng

IEEE Trans. Knowl. Data Eng., 2023

Housing rental suggestion based on e-commerce data.

Zhaoyuan Wang, Shun Chen, Shenggong Ji, Zheyi Pan, Chuishi Meng, Junbo Zhang, Tianrui Li, Yu Zheng

Knowl. Based Syst., 2023

Federated Continual Learning via Knowledge Fusion: A Survey.

Xin Yang, Hao Yu, Xin Gao, Hao Wang, Junbo Zhang, Tianrui Li

CoRR, 2023

MLPST: MLP is All You Need for Spatio-Temporal Prediction.

Zijian Zhang, Ze Huang, Zhiwei Hu, Xiangyu Zhao, Wanyu Wang, Zitao Liu, Junbo Zhang, S. Joe Qin, Hongwei Zhao

CoRR, 2023

Spatio-Temporal Contrastive Self-Supervised Learning for POI-level Crowd Flow Inference.

Songyu Ke, Ting Li, Li Song, Yanping Sun, Qintian Sun, Junbo Zhang, Yu Zheng

CoRR, 2023

CED: Consistent ensemble distillation for audio tagging.

Heinrich Dinkel, Yongqing Wang, Zhiyong Yan, Junbo Zhang, Yujun Wang

CoRR, 2023

Focus on the Sound around You: Monaural Target Speaker Extraction via Distance and Speaker Information.

Jiuxin Lin, Peng Wang, Heinrich Dinkel, Jun Chen, Zhiyong Wu, Zhiyong Yan, Yongqing Wang, Junbo Zhang, Yujun Wang

CoRR, 2023

Understanding temporally weakly supervised training: A case study for keyword spotting.

Heinrich Dinkel, Weiji Zhuang, Zhiyong Yan, Yongqing Wang, Junbo Zhang, Yujun Wang

CoRR, 2023

Streaming Audio Transformers for Online Audio Tagging.

Heinrich Dinkel, Zhiyong Yan, Yongqing Wang, Junbo Zhang, Yujun Wang

CoRR, 2023

Spatio-Temporal Graph Neural Networks for Predictive Learning in Urban Computing: A Survey.

Guangyin Jin, Yuxuan Liang, Yuchen Fang, Jincai Huang, Junbo Zhang, Yu Zheng

CoRR, 2023

Motor Imagery EEG Recognition Based on an Improved Convolutional Neural Network with Parallel Gate Recurrent Unit.

Junbo Zhang, Wenhui Guo, Haoran Yu, Yanjiang Wang

Proceedings of the Pattern Recognition and Computer Vision - 6th Chinese Conference, 2023

Improved RAKE receiver for underwater acoustic spread spectrum communication based on m-SAMP channel estimation.

Junbo Zhang, Zhe Jiang, Tianyuan Zhang, Daojiang Li

Proceedings of the IEEE International Conference on Signal Processing, 2023

A Flipped Classroom Teaching Design Based on Constructivist Theory.

Zhe Jiang, Xiaohong Shen, Junbo Zhang, Haiyan Wang

Proceedings of the IEEE International Conference on Signal Processing, 2023

Autoencoders as Cross-Modal Teachers: Can Pretrained 2D Image Transformers Help 3D Representation Learning?

Runpei Dong, Zekun Qi, Linfeng Zhang, Junbo Zhang, Jianjian Sun, Zheng Ge, Li Yi, Kaisheng Ma

Proceedings of the Eleventh International Conference on Learning Representations, 2023

CLIP-FO3D: Learning Free Open-world 3D Scene Representations from 2D Dense CLIP.

Junbo Zhang, Runpei Dong, Kaisheng Ma

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Av-Sepformer: Cross-Attention Sepformer for Audio-Visual Target Speaker Extraction.

Jiuxin Lin, Xinyu Cai, Heinrich Dinkel, Jun Chen, Zhiyong Yan, Yongqing Wang, Junbo Zhang, Zhiyong Wu, Yujun Wang, Helen Meng

Proceedings of the IEEE International Conference on Acoustics, 2023

Unified Keyword Spotting and Audio Tagging on Mobile Devices with Transformers.

Heinrich Dinkel, Yongqing Wang, Zhiyong Yan, Junbo Zhang, Yujun Wang

Proceedings of the IEEE International Conference on Acoustics, 2023

DiffUFlow: Robust Fine-grained Urban Flow Inference with Denoising Diffusion Model.

Yuhao Zheng, Lian Zhong, Senzhang Wang, Yu Yang, Weixi Gu, Junbo Zhang, Jianxin Wang

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

MLPST: MLP is All You Need for Spatio-Temporal Prediction.

Zijian Zhang, Ze Huang, Zhiwei Hu, Xiangyu Zhao, Wanyu Wang, Zitao Liu, Junbo Zhang, S. Joe Qin, Hongwei Zhao

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

AutoSTL: Automated Spatio-Temporal Multi-Task Learning.

Zijian Zhang, Xiangyu Zhao, Hao Miao, Chunxu Zhang, Hongwei Zhao, Junbo Zhang

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

Language-Assisted 3D Feature Learning for Semantic Scene Understanding.

Junbo Zhang, Guofan Fan, Guanghan Wang, Zhengyuan Su, Kaisheng Ma, Li Yi

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

AirFormer: Predicting Nationwide Air Quality in China with Transformers.

Yuxuan Liang, Yutong Xia, Songyu Ke, Yiwei Wang, Qingsong Wen, Junbo Zhang, Yu Zheng, Roger Zimmermann

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

Spatio-Temporal Self-Supervised Learning for Traffic Flow Prediction.

Jiahao Ji, Jingyuan Wang, Chao Huang, Junjie Wu, Boren Xu, Zhenhe Wu, Junbo Zhang, Yu Zheng

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

Win-Win: A Privacy-Preserving Federated Framework for Dual-Target Cross-Domain Recommendation.

Gaode Chen, Xinghua Zhang, Yijun Su, Yantong Lai, Ji Xiang, Junbo Zhang, Yu Zheng

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

PLatter: On the Feasibility of Building-Scale Power Line Backscatter.

Junbo Zhang, Elahe Soltanaghai, Artur Balanuta, Reese Grimsley, Swarun Kumar, Anthony Rowe

GetMobile Mob. Comput. Commun., December, 2022

Unsupervised Adversarial Domain Adaptation for Agricultural Land Extraction of Remote Sensing Images.

Junbo Zhang, Shifeng Xu, Jun Sun, Dinghua Ou, Xiaobo Wu, Mantao Wang

Remote. Sens., December, 2022

Gas-Theft Suspect Detection Among Boiler Room Users: A Data-Driven Approach.

Xiuwen Yi, Xiaodu Yang, Yanyong Huang, Songyu Ke, Junbo Zhang, Tianrui Li, Yu Zheng

IEEE Trans. Knowl. Data Eng., 2022

Predicting Citywide Crowd Flows in Irregular Regions Using Multi-View Graph Convolutional Networks.

Junkai Sun, Junbo Zhang, Qiaofei Li, Xiuwen Yi, Yuxuan Liang, Yu Zheng

IEEE Trans. Knowl. Data Eng., 2022

Spatio-Temporal Meta Learning for Urban Traffic Prediction.

Zheyi Pan, Wentao Zhang, Yuxuan Liang, Weinan Zhang, Yong Yu, Junbo Zhang, Yu Zheng

IEEE Trans. Knowl. Data Eng., 2022

Introduction to the Special Issue on Deep Learning for Spatio-Temporal Data: Part 2.

Senzhang Wang, Junbo Zhang, Yanjie Fu, Yong Li

ACM Trans. Intell. Syst. Technol., 2022

Predicting Fine-Grained Air Quality Based on Deep Neural Networks.

Xiuwen Yi, Zhewen Duan, Ruiyuan Li, Junbo Zhang, Tianrui Li, Yu Zheng

IEEE Trans. Big Data, 2022

Federated Forest.

Yang Liu, Yingting Liu, Zhijie Liu, Yuxuan Liang, Chuishi Meng, Junbo Zhang, Yu Zheng

IEEE Trans. Big Data, 2022

Research on control method of upper limb exoskeleton based on mixed perception model.

Wendong Wang, Junbo Zhang, Dezhi Kong, Shibin Su, Xiaoqing Yuan, Chengzhi Zhao

Robotica, 2022

Fusing Spatial Attention with Spectral-Channel Attention Mechanism for Hyperspectral Image Classification via Encoder-Decoder Networks.

Jun Sun, Junbo Zhang, Xuesong Gao, Mantao Wang, Dinghua Ou, Xiaobo Wu, Dejun Zhang

Remote. Sens., 2022

Real-Time Ray-Traced Soft Shadows of Environmental Lighting by Conical Ray Culling.

Yang Xu, Yuanfa Jiang, Junbo Zhang, Kang Li, Guohua Geng

Proc. ACM Comput. Graph. Interact. Tech., 2022

A novel compression framework of the dense point-cloud model for cultural heritage artifacts.

Haibo Zhang, Kang Li, Jiaojiao Kou, Xiaoxue Chen, Linqi Hai, Junbo Zhang, Mingquan Zhou, Guohua Geng, Shunli Zhang

Multim. Tools Appl., 2022

Fairness and accuracy in horizontal federated learning.

Wei Huang, Tianrui Li, Dexian Wang, Shengdong Du, Junbo Zhang, Tianqiang Huang

Inf. Sci., 2022

Integrating a Manual Pipette into a Collaborative Robot Manipulator for Flexible Liquid Dispensing.

Junbo Zhang, Weiwei Wan, Nobuyuki Tanaka, Miki Fujita, Kensuke Harada

CoRR, 2022

A Cross-City Federated Transfer Learning Framework: A Case Study on Urban Region Profiling.

Gaode Chen, Yijun Su, Xinghua Zhang, Anmin Hu, Guochun Chen, Siyuan Feng, Ji Xiang, Junbo Zhang, Yu Zheng

CoRR, 2022

NFCapsule: An Ingestible Sensor Pill for Eosinophilic Esophagitis Detection Based on near-Field Coupling.

Junbo Zhang, Gaurav Balakrishnan, Sruti Srinidhi, Arnav Bhat, Swarun Kumar, Christopher Bettinger

Proceedings of the 20th ACM Conference on Embedded Networked Sensor Systems, 2022

An Empirical Study of Weakly Supervised Audio Tagging Embeddings for General Audio Representations.

Heinrich Dinkel, Zhiyong Yan, Yongqing Wang, Junbo Zhang, Yujun Wang

Proceedings of the Odyssey 2022: The Speaker and Language Recognition Workshop, 28 June, 2022

Precision CityShield Against Hazardous Chemicals Threats via Location Mining and Self-Supervised Learning.

Jiahao Ji, Jingyuan Wang, Junjie Wu, Boyang Han, Junbo Zhang, Yu Zheng

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

DeepSpatial'22: The 3rd International Workshop on Deep Learning for Spatiotemporal Data, Applications, and Systems.

Zhe Jiang, Liang Zhao, Xun Zhou, Robert N. Stewart, Junbo Zhang, Shashi Shekhar, Jieping Ye

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

UniKW-AT: Unified Keyword Spotting and Audio Tagging.

Heinrich Dinkel, Yongqing Wang, Zhiyong Yan, Junbo Zhang, Yujun Wang

Proceedings of the Interspeech 2022, 2022

Efficient Spatio-Temporal Randomly Wired Neural Networks for Traffic Forecasting.

Li Song, Kainan Bao, Songyu Ke, Chunyang Li, Junbo Zhang, Yu Zheng

Proceedings of the IEEE International Conference on Data Mining Workshops, 2022

Pseudo Strong Labels for Large Scale Weakly Supervised Audio Tagging.

Heinrich Dinkel, Zhiyong Yan, Yongqing Wang, Junbo Zhang, Yujun Wang

Proceedings of the IEEE International Conference on Acoustics, 2022

Towards Relational Multi-Agent Reinforcement Learning via Inductive Logic Programming.

Guangxia Li, Gang Xiao, Junbo Zhang, Jia Liu, Yulong Shen

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2022, 2022

Contrastive Deep Supervision.

Linfeng Zhang, Xin Chen, Junbo Zhang, Runpei Dong, Kaisheng Ma

Proceedings of the Computer Vision - ECCV 2022, 2022

Multi-memory Enhanced Separation Network for Indoor Temperature Prediction.

Zhewen Duan, Xiuwen Yi, Peng Li, Dekang Qi, Yexin Li, Haoran Xu, Yanyong Huang, Junbo Zhang, Yu Zheng

Proceedings of the Database Systems for Advanced Applications, 2022

Rethinking the Augmentation Module in Contrastive Learning: Learning Hierarchical Augmentation Invariance with Expanded Views.

Junbo Zhang, Kaisheng Ma

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Generative-Free Urban Flow Imputation.

Senzhang Wang, Jiyue Li, Hao Miao, Junbo Zhang, Junxing Zhu, Jianxin Wang

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

TrajFormer: Efficient Trajectory Classification with Transformers.

Yuxuan Liang, Kun Ouyang, Yiwei Wang, Xu Liu, Hongyang Chen, Junbo Zhang, Yu Zheng, Roger Zimmermann

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

2021

ACM TIST Special Issue on Deep Learning for Spatio-Temporal Data: Part 1.

Senzhang Wang, Junbo Zhang, Yanjie Fu, Yong Li

ACM Trans. Intell. Syst. Technol., 2021

Multi-source information fusion based on rough set theory: A review.

Pengfei Zhang, Tianrui Li, Guoqiang Wang, Chuan Luo, Hongmei Chen, Junbo Zhang, Dexian Wang, Zeng Yu

Inf. Fusion, 2021

Federated Digital Gateway: Methodologies, Tools, and Applications.

Yang Liu, Ruolan Wang, Shishuai Du, Junbo Zhang, Yu Zheng

IEEE Intell. Syst., 2021

GigaSpeech: An Evolving, Multi-domain ASR Corpus with 10, 000 Hours of Transcribed Audio.

Guoguo Chen, Shuzhou Chai, Guanbo Wang, Jiayu Du, Wei-Qiang Zhang, Chao Weng, Dan Su, Daniel Povey, Jan Trmal, Junbo Zhang, Mingjie Jin, Sanjeev Khudanpur, Shinji Watanabe, Shuaijiang Zhao, Wei Zou, Xiangang Li, Xuchen Yao, Yongqing Wang, Yujun Wang, Zhao You, Zhiyong Yan

CoRR, 2021

AutoSTG: Neural Architecture Search for Predictions of Spatio-Temporal Graph✱.

Zheyi Pan, Songyu Ke, Xiaodu Yang, Yuxuan Liang, Yong Yu, Junbo Zhang, Yu Zheng

Proceedings of the WWW '21: The Web Conference 2021, 2021

Fine-Grained Urban Flow Prediction.

Yuxuan Liang, Kun Ouyang, Junkai Sun, Yiwei Wang, Junbo Zhang, Yu Zheng, David S. Rosenblum, Roger Zimmermann

Proceedings of the WWW '21: The Web Conference 2021, 2021

speechocean762: An Open-Source Non-Native English Speech Corpus for Pronunciation Assessment.

Junbo Zhang, Zhiwen Zhang, Yongqing Wang, Zhiyong Yan, Qiong Song, Yukai Huang, Ke Li, Daniel Povey, Yujun Wang

Proceedings of the Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August, 2021

GigaSpeech: An Evolving, Multi-Domain ASR Corpus with 10, 000 Hours of Transcribed Audio.

Guoguo Chen, Shuzhou Chai, Guan-Bo Wang, Jiayu Du, Wei-Qiang Zhang, Chao Weng, Dan Su, Daniel Povey, Jan Trmal, Junbo Zhang, Mingjie Jin, Sanjeev Khudanpur, Shinji Watanabe, Shuaijiang Zhao, Wei Zou, Xiangang Li, Xuchen Yao, Yongqing Wang, Zhao You, Zhiyong Yan

Proceedings of the Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August, 2021

POI Alias Discovery in Delivery Addresses using User Locations.

Tianfu He, Guochun Chen, Chuishi Meng, Huajun He, Zheyi Pan, Yexin Li, Sijie Ruan, Huimin Ren, Ye Yuan, Ruiyuan Li, Junbo Zhang, Jie Bao, Hui He, Yu Zheng

Proceedings of the SIGSPATIAL '21: 29th International Conference on Advances in Geographic Information Systems, 2021

Traffic Flow Forecasting with Spatial-Temporal Graph Diffusion Network.

Xiyue Zhang, Chao Huang, Yong Xu, Lianghao Xia, Peng Dai, Liefeng Bo, Junbo Zhang, Yu Zheng

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Flow Prediction in Spatio-Temporal Networks Based on Multitask Deep Learning.

Junbo Zhang, Yu Zheng, Junkai Sun, Dekang Qi

IEEE Trans. Knowl. Data Eng., 2020

Urban flow prediction from spatiotemporal data using machine learning: A survey.

Peng Xie, Tianrui Li, Jia Liu, Shengdong Du, Xin Yang, Junbo Zhang

Inf. Fusion, 2020

Predicting and ranking box office revenue of movies based on big data.

Zhaoyuan Wang, Junbo Zhang, Shenggong Ji, Chuishi Meng, Tianrui Li, Yu Zheng

Inf. Fusion, 2020

Fairness and Accuracy in Federated Learning.

Wei Huang, Tianrui Li, Dexian Wang, Shengdong Du, Junbo Zhang

CoRR, 2020

Data Augmentation For Children's Speech Recognition - The "Ethiopian" System For The SLT 2021 Children Speech Recognition Challenge.

Guoguo Chen, Xingyu Na, Yongqing Wang, Zhiyong Yan, Junbo Zhang, Sifan Ma, Yujun Wang

CoRR, 2020

ReAD: A Regional Anomaly Detection Framework Based on Dynamic Partition.

Huaishao Luo, Chuishi Meng, Bowen Wu, Junbo Zhang, Tianrui Li, Yu Zheng

CoRR, 2020

Revisiting Convolutional Neural Networks for Urban Flow Analytics.

Yuxuan Liang, Kun Ouyang, Junbo Zhang, Yu Zheng, David S. Rosenblum

CoRR, 2020

Federated Extra-Trees with Privacy Preserving.

Yang Liu, Mingxin Chen, Wenxi Zhang, Junbo Zhang, Yu Zheng

CoRR, 2020

Distributed Reactive Power Regulation Considering Load Voltage and Power Loss.

Lingshu Zhong, Lin Guan, Junbo Zhang, Yuzhong Gong, C. Y. Chung

IEEE Access, 2020

Online Estimation of Power System Inertia Constant Under Normal Operating Conditions.

Fanhong Zeng, Junbo Zhang, Ge Chen, Zikun Wu, Siwei Huang, Yingqi Liang

IEEE Access, 2020

Revisiting Convolutional Neural Networks for Citywide Crowd Flow Analytics.

Yuxuan Liang, Kun Ouyang, Yiwei Wang, Ye Liu, Junbo Zhang, Yu Zheng, David S. Rosenblum

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2020

NoFaceContact: stop touching your face with NFC.

Junbo Zhang, Swarun Kumar

Proceedings of the MobiSys '20: The 18th Annual International Conference on Mobile Systems, 2020

Joltik: enabling energy-efficient "future-proof" analytics on low-power wide-area networks.

Mingran Yang, Junbo Zhang, Akshay Gadre, Zaoxing Liu, Swarun Kumar, Vyas Sekar

Proceedings of the MobiCom '20: The 26th Annual International Conference on Mobile Computing and Networking, 2020

AutoST: Efficient Neural Architecture Search for Spatio-Temporal Prediction.

Ting Li, Junbo Zhang, Kainan Bao, Yuxuan Liang, Yexin Li, Yu Zheng

Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

Estimation of Power System Inertia Under Normal Operating Conditions.

Fanhong Zeng, Junbo Zhang

Proceedings of the IEEE Power & Energy Society Innovative Smart Grid Technologies Conference, 2020

Power System Sensitivity Matrix Estimation by Multivariable Least Squares Considering Mitigating Data Saturation.

Yingqi Liang, Junbo Zhang, Dipti Srinivasan

Proceedings of the 46th Annual Conference of the IEEE Industrial Electronics Society, 2020

You Are How You Use: Catching Gas Theft Suspects among Diverse Restaurant Users.

Xiaodu Yang, Xiuwen Yi, Shun Chen, Sijie Ruan, Junbo Zhang, Yu Zheng, Tianrui Li

Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

2019

Data-Driven-Based Optimization for Power System Var-Voltage Sequential Control.

Junbo Zhang, Zhihao Chen, Chuyao He, Zetao Jiang, Lin Guan

IEEE Trans. Ind. Informatics, 2019

CityGuard: Citywide Fire Risk Forecasting Using A Machine Learning Approach.

Qianru Wang, Junbo Zhang, Bin Guo, Zexia Hao, Yifang Zhou, Junkai Sun, Zhiwen Yu, Yu Zheng

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2019

Urban flows prediction from spatial-temporal data using machine learning: A survey.

Peng Xie, Tianrui Li, Jia Liu, Shengdong Du, Xin Yang, Junbo Zhang

CoRR, 2019

Federated Forest.

Yang Liu, Yingting Liu, Zhijie Liu, Junbo Zhang, Chuishi Meng, Yu Zheng

CoRR, 2019

Arbitrage of Energy Storage in Electricity Markets with Deep Reinforcement Learning.

Hanchen Xu, Xiao Li, Xiangyu Zhang, Junbo Zhang

CoRR, 2019

Predicting Citywide Crowd Flows in Irregular Regions Using Multi-View Graph Convolutional Networks.

Junkai Sun, Junbo Zhang, Qiaofei Li, Xiuwen Yi, Yu Zheng

CoRR, 2019

A Predictor-Corrector Method for Power System Variable Step Numerical Simulation.

Yiming Cai, Junbo Zhang, Weizhou Yu

CoRR, 2019

Pushing the Range Limits of Commercial Passive RFIDs.

Jingxian Wang, Junbo Zhang, Rajarshi Saha, Haojian Jin, Swarun Kumar

Proceedings of the 16th USENIX Symposium on Networked Systems Design and Implementation, 2019

On the Feasibility of Wi-Fi Based Material Sensing.

Diana Zhang, Jingxian Wang, Junsu Jang, Junbo Zhang, Swarun Kumar

Proceedings of the 25th Annual International Conference on Mobile Computing and Networking, 2019

Urban Traffic Prediction from Spatio-Temporal Data Using Deep Meta Learning.

Zheyi Pan, Yuxuan Liang, Weifeng Wang, Yong Yu, Yu Zheng, Junbo Zhang

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

UrbanFM: Inferring Fine-Grained Urban Flows.

Yuxuan Liang, Kun Ouyang, Lin Jing, Sijie Ruan, Ye Liu, Junbo Zhang, David S. Rosenblum, Yu Zheng

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

CityTraffic: Modeling Citywide Traffic via Neural Memorization and Generalization Approach.

Xiuwen Yi, Zhewen Duan, Ting Li, Tianrui Li, Junbo Zhang, Yu Zheng

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

Matrix Factorization for Spatio-Temporal Neural Networks with Applications to Urban Flow Prediction.

Zheyi Pan, Zhaoyuan Wang, Weifeng Wang, Yong Yu, Junbo Zhang, Yu Zheng

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

DOER: Dual Cross-Shared RNN for Aspect Term-Polarity Co-Extraction.

Huaishao Luo, Tianrui Li, Bing Liu, Junbo Zhang

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2018

End-to-end Models with auditory attention in Multi-channel Keyword Spotting.

Haitong Zhang, Junbo Zhang, Yujun Wang

CoRR, 2018

Sequence-to-sequence Models for Small-Footprint Keyword Spotting.

Haitong Zhang, Junbo Zhang, Yujun Wang

CoRR, 2018

HyperST-Net: Hypernetworks for Spatio-Temporal Forecasting.

Zheyi Pan, Yuxuan Liang, Junbo Zhang, Xiuwen Yi, Yong Yu, Yu Zheng

CoRR, 2018

Predicting citywide crowd flows using deep spatio-temporal residual networks.

Junbo Zhang, Yu Zheng, Dekang Qi, Ruiyuan Li, Xiuwen Yi, Tianrui Li

Artif. Intell., 2018

Deep Distributed Fusion Network for Air Quality Prediction.

Xiuwen Yi, Junbo Zhang, Zhaoyuan Wang, Tianrui Li, Yu Zheng

Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

Empirical Evaluation of Speaker Adaptation on DNN Based Acoustic Model.

Ke Wang, Junbo Zhang, Yujun Wang, Lei Xie

Proceedings of the Interspeech 2018, 2018

Investigating Generative Adversarial Networks Based Speech Dereverberation for Robust Speech Recognition.

Ke Wang, Junbo Zhang, Sining Sun, Yujun Wang, Fei Xiang, Lei Xie

Proceedings of the Interspeech 2018, 2018

Attention-based End-to-End Models for Small-Footprint Keyword Spotting.

Changhao Shan, Junbo Zhang, Yujun Wang, Lei Xie

Proceedings of the Interspeech 2018, 2018

Time Series Trend Detection and Forecasting Using Complex Network Topology Analysis.

Leandro Anghinoni, Liang Zhao, Qiusheng Zheng, Junbo Zhang

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

GeoMAN: Multi-level Attention Networks for Geo-sensory Time Series Prediction.

Yuxuan Liang, Songyu Ke, Junbo Zhang, Xiuwen Yi, Yu Zheng

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Attention-Based End-to-End Speech Recognition on Voice Search.

Changhao Shan, Junbo Zhang, Yujun Wang, Lei Xie

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

DeepCrime: Attentive Hierarchical Recurrent Networks for Crime Prediction.

Chao Huang, Junbo Zhang, Yu Zheng, Nitesh V. Chawla

Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

When Will You Arrive? Estimating Travel Time Based on Deep Neural Networks.

Dong Wang, Junbo Zhang, Wei Cao, Jian Li, Yu Zheng

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Noise Effect and Noise-Assisted Ensemble Regression in Power System Online Sensitivity Identification.

Junbo Zhang, C. Y. Chung, Lin Guan

IEEE Trans. Ind. Informatics, 2017

Online Identification of Power System Equivalent Inertia Constant.

Junbo Zhang, Hanchen Xu

IEEE Trans. Ind. Electron., 2017

Attention-Based End-to-End Speech Recognition in Mandarin.

Changhao Shan, Junbo Zhang, Yujun Wang, Lei Xie

CoRR, 2017

Deep Spatio-Temporal Residual Networks for Citywide Crowd Flows Prediction.

Junbo Zhang, Yu Zheng, Dekang Qi

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016

J2M: a Java to MapReduce translator for cloud computing.

Bing Li, Junbo Zhang, Ning Yu, Yi Pan

J. Supercomput., 2016

Microperturbation Method for Power System Online Model Identification.

Junbo Zhang, Hanchen Xu

IEEE Trans. Ind. Informatics, 2016

Instantaneous Electromechanical Dynamics Monitoring in Smart Transmission Grid.

Junbo Zhang, C. Y. Chung, Zejing Wang, Xiangtian Zheng

IEEE Trans. Ind. Informatics, 2016

Efficient parallel boolean matrix based algorithms for computing composite rough set approximations.

Junbo Zhang, Yun Zhu, Yi Pan, Tianrui Li

Inf. Sci., 2016

Incremental updating of rough approximations in interval-valued information systems under attribute generalization.

Yingying Zhang, Tianrui Li, Chuan Luo, Junbo Zhang, Hongmei Chen

Inf. Sci., 2016

Parallel Large-Scale Attribute Reduction on Cloud Systems.

Junbo Zhang, Tianrui Li, Yi Pan

CoRR, 2016

ST-MVL: Filling Missing Values in Geo-Sensory Time Series Data.

Xiuwen Yi, Yu Zheng, Junbo Zhang, Tianrui Li

Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

DNN-based prediction model for spatio-temporal data.

Junbo Zhang, Yu Zheng, Dekang Qi, Ruiyuan Li, Xiuwen Yi

Proceedings of the 24th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, GIS 2016, Burlingame, California, USA, October 31, 2016

2015

A Parallel Matrix-Based Method for Computing Approximations in Incomplete Information Systems.

Junbo Zhang, Jian-Syuan Wong, Yi Pan, Tianrui Li

IEEE Trans. Knowl. Data Eng., 2015

Incremental updating approximations in probabilistic rough sets under the variation of attributes.

Dun Liu, Tianrui Li, Junbo Zhang

Knowl. Based Syst., 2015

Parallel computing of approximations in dominance-based rough sets approach.

Shaoyong Li, Tianrui Li, Zhixue Zhang, Hongmei Chen, Junbo Zhang

Knowl. Based Syst., 2015

不同MapReduce运行系统的性能测试与分析 (Performance Testing and Analysis among Different MapReduce Runtime Systems).

Xiuwen Yi, Tianrui Li, Junbo Zhang, Fei Teng

计算机科学, 2015

A fuzzy rough set approach for incremental feature selection on hybrid information systems.

Anping Zeng, Tianrui Li, Dun Liu, Junbo Zhang, Hongmei Chen

Fuzzy Sets Syst., 2015

PICKT: A Solution for Big Data Analysis.

Tianrui Li, Chuan Luo, Hongmei Chen, Junbo Zhang

Proceedings of the Rough Sets and Knowledge Technology - 10th International Conference, 2015

2014

Composite rough sets for dynamic data mining.

Junbo Zhang, Tianrui Li, Hongmei Chen

Inf. Sci., 2014

A comparison of parallel large-scale knowledge acquisition using rough set theory on different MapReduce runtime systems.

Junbo Zhang, Jian-Syuan Wong, Tianrui Li, Yi Pan

Int. J. Approx. Reason., 2014

A rough set-based incremental approach for learning knowledge in dynamic incomplete information systems.

Dun Liu, Tianrui Li, Junbo Zhang

Int. J. Approx. Reason., 2014

Incremental Maintenance of Rough Fuzzy Set Approximations under the Variation of Object Set.

Anping Zeng, Tianrui Li, Junbo Zhang, Hongmei Chen

Fundam. Informaticae, 2014

Supervised deep learning with auxiliary networks.

Junbo Zhang, Guangjian Tian, Yadong Mu, Wei Fan

Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014

2013

A Novel Discriminative Method for Pronunciation Quality Assessment.

Junbo Zhang, Fuping Pan, Bin Dong, Qingwei Zhao, Yonghong Yan

IEICE Trans. Inf. Syst., 2013

A Parallel Implementation of Computing Composite Rough Set Approximations on GPUs.

Junbo Zhang, Yun Zhu, Yi Pan, Tianrui Li

Proceedings of the Rough Sets and Knowledge Technology - 8th International Conference, 2013

A Fuzzy Rough Set Approach for Incrementally Updating Approximations in Hybrid Information Systems.

Anping Zeng, Tianrui Li, Chuan Luo, Junbo Zhang, Yan Yang

Proceedings of the Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing, 2013

PLAR: Parallel Large-Scale Attribute Reduction on Cloud Systems.

Junbo Zhang, Tianrui Li, Yi Pan

Proceedings of the International Conference on Parallel and Distributed Computing, 2013

H2T: A Simple Hadoop-to-Twister Translator for Cloud Computing.

Junbo Zhang, Jian-Syuan Wong, Yi Pan, Tianrui Li

Proceedings of the International Symposium on Biometrics and Security Technologies, 2013

A novel discriminative method for pronunciation quality assessment.

Junbo Zhang, Fuping Pan, Bin Dong, Yonghong Yan

Proceedings of the IEEE International Conference on Acoustics, 2013

A Computer-Assist Algorithm to Detect Repetitive Stuttering Automatically.

Junbo Zhang, Bin Dong, Yonghong Yan

Proceedings of the 2013 International Conference on Asian Language Processing, 2013

An incremental approach for updating approximations of rough fuzzy set under the variation of attribute values.

Anping Zeng, Tianrui Li, Chuan Luo, Junbo Zhang

Proceedings of the 2013 IEEE Symposium on Computational Intelligence in Dynamic and Uncertain Environments, 2013

2012

Rough Sets Based Incremental Rule Acquisition in Set-Valued Information Systems.

Junbo Zhang, Tianrui Li, Da Ruan

Proceedings of the Autonomous Systems: Developments and Trends, 2012

A parallel method for computing rough set approximations.

Junbo Zhang, Tianrui Li, Da Ruan, Zizhe Gao, Chengbing Zhao

Inf. Sci., 2012

Neighborhood rough sets for dynamic data mining.

Junbo Zhang, Tianrui Li, Da Ruan, Dun Liu

Int. J. Intell. Syst., 2012

Rough sets based matrix approaches with dynamic attribute variation in set-valued information systems.

Junbo Zhang, Tianrui Li, Da Ruan, Dun Liu

Int. J. Approx. Reason., 2012

A Forced Alignment Based Approach for English Passage Reading Assessment.

Junbo Zhang, Fuping Pan, Bin Dong, Qingwei Zhao, Yonghong Yan

IEICE Trans. Inf. Syst., 2012

Automatic Scoring on English Passage Reading Quality.

Junbo Zhang, Fuping Pan, Yonghong Yan

Proceedings of the Advances in Swarm Intelligence - Third International Conference, 2012

An Incremental Approach for Updating Approximations of Rough Fuzzy Sets under the Variation of the Object Set.

Anping Zeng, Tianrui Li, Junbo Zhang, Dun Liu

Proceedings of the Rough Sets and Current Trends in Computing, 2012

Parallel rough set based knowledge acquisition using MapReduce from big data.

Junbo Zhang, Tianrui Li, Yi Pan

Proceedings of the 1st International Workshop on Big Data, 2012

Composite Rough Sets.

Junbo Zhang, Tianrui Li, Hongmei Chen

Proceedings of the Artificial Intelligence and Computational Intelligence, 2012

2011

Incremental learning optimization on knowledge discovery in dynamic business intelligent systems.

Dun Liu, Tianrui Li, Da Ruan, Junbo Zhang

J. Glob. Optim., 2011

Neighborhood Rough Sets Based Matrix Approach for Calculation of the Approximations.

Junbo Zhang, Tianrui Li, Yan Yang, Lei Wang

Proceedings of the Rough Sets and Knowledge Technology - 6th International Conference, 2011

2010

A new method for calculation of the approximations under the probabilistic rough sets.

Junbo Zhang, Tianrui Li, Lei Wang

Proceedings of the 2010 IEEE International Conference on Intelligent Systems and Knowledge Engineering, 2010

An approach for incremental updating approximations in Variable precision rough sets while attribute generalized.

Junbo Zhang, Tianrui Li, Dun Liu

Proceedings of the 2010 IEEE International Conference on Intelligent Systems and Knowledge Engineering, 2010

Approaches for dynamically updating set approximations in dominance based rough sets while condition attributes value coarsening and refining.

Shaoyong Li, Tianrui Li, Junbo Zhang

Proceedings of the 2010 IEEE International Conference on Intelligent Systems and Knowledge Engineering, 2010

A Method for Incremental Updating Approximations Based on Variable Precision Set-Valued Ordered Information Systems.

Hongmei Chen, Tianrui Li, Junbo Zhang

Proceedings of the 2010 IEEE International Conference on Granular Computing, 2010

A Method for Incremental Updating Approximations when Objects and Attributes Vary with Time.

Hongmei Chen, Tianrui Li, Junbo Zhang

Proceedings of the 2010 IEEE International Conference on Granular Computing, 2010