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2020 – today
- 2023
[j53]Songyu Ke, Zheyi Pan, Tianfu He, Yuxuan Liang, Junbo Zhang
, Yu Zheng:
AutoSTG+: An automatic framework to discover the optimal network for spatio-temporal graph prediction. Artif. Intell. 318: 103899 (2023)- [j52]Zhaoyuan Wang, Shun Chen, Shenggong Ji, Zheyi Pan, Chuishi Meng, Junbo Zhang, Tianrui Li, Yu Zheng:
Housing rental suggestion based on e-commerce data. Knowl. Based Syst. 268: 110474 (2023) - [j51]Ruiyuan Li, Huajun He, Rubin Wang, Sijie Ruan, Tianfu He, Jie Bao, Junbo Zhang, Liang Hong, Yu Zheng:
TrajMesa: A Distributed NoSQL-Based Trajectory Data Management System. IEEE Trans. Knowl. Data Eng. 35(1): 1013-1027 (2023) - [j50]Jia Liu, Tianrui Li, Shenggong Ji, Peng Xie, Shengdong Du, Fei Teng, Junbo Zhang:
Urban Flow Pattern Mining Based on Multi-Source Heterogeneous Data Fusion and Knowledge Graph Embedding. IEEE Trans. Knowl. Data Eng. 35(2): 2133-2146 (2023) - [j49]Jia Liu, Wei Huang, Tianrui Li, Shenggong Ji, Junbo Zhang:
Cross-Domain Knowledge Graph Chiasmal Embedding for Multi-Domain Item-Item Recommendation. IEEE Trans. Knowl. Data Eng. 35(5): 4621-4633 (2023) - [j48]Zhaoyuan Wang, Zheyi Pan, Shun Chen, Shenggong Ji, Xiuwen Yi, Junbo Zhang, Jingyuan Wang, Zhiguo Gong, Tianrui Li, Yu Zheng:
Shortening Passengers' Travel Time: A Dynamic Metro Train Scheduling Approach Using Deep Reinforcement Learning. IEEE Trans. Knowl. Data Eng. 35(5): 5282-5295 (2023) - [j47]Jiyue Li, Senzhang Wang, Jiaqiang Zhang, Hao Miao, Junbo Zhang, Philip S. Yu:
Fine-Grained Urban Flow Inference With Incomplete Data. IEEE Trans. Knowl. Data Eng. 35(6): 5851-5864 (2023) - [i43]Heinrich Dinkel, Yongqing Wang, Zhiyong Yan, Junbo Zhang, Yujun Wang:
Unified Keyword Spotting and Audio Tagging on Mobile Devices with Transformers. CoRR abs/2303.01812 (2023) - [i42]Junbo Zhang, Runpei Dong, Kaisheng Ma:
CLIP-FO3D: Learning Free Open-world 3D Scene Representations from 2D Dense CLIP. CoRR abs/2303.04748 (2023) - [i41]Guangyin Jin, Yuxuan Liang, Yuchen Fang, Jincai Huang, Junbo Zhang, Yu Zheng:
Spatio-Temporal Graph Neural Networks for Predictive Learning in Urban Computing: A Survey. CoRR abs/2303.14483 (2023) - [i40]Zijian Zhang, Xiangyu Zhao, Hao Miao, Chunxu Zhang, Hongwei Zhao, Junbo Zhang:
AutoSTL: Automated Spatio-Temporal Multi-Task Learning. CoRR abs/2304.09174 (2023) - 2022
- [j46]Wei Huang, Tianrui Li, Dexian Wang, Shengdong Du, Junbo Zhang, Tianqiang Huang:
Fairness and accuracy in horizontal federated learning. Inf. Sci. 589: 170-185 (2022) - [j45]Haibo Zhang, Kang Li, Jiaojiao Kou, Xiaoxue Chen, Linqi Hai, Junbo Zhang, Mingquan Zhou, Guohua Geng, Shunli Zhang:
A novel compression framework of the dense point-cloud model for cultural heritage artifacts. Multim. Tools Appl. 81(23): 32817-32839 (2022) - [j44]Yang Xu, Yuanfa Jiang, Junbo Zhang, Kang Li, Guohua Geng:
Real-Time Ray-Traced Soft Shadows of Environmental Lighting by Conical Ray Culling. Proc. ACM Comput. Graph. Interact. Tech. 5(1): 1:1-1:15 (2022) - [j43]Jun Sun, Junbo Zhang, Xuesong Gao, Mantao Wang, Dinghua Ou, Xiaobo Wu, Dejun Zhang:
Fusing Spatial Attention with Spectral-Channel Attention Mechanism for Hyperspectral Image Classification via Encoder-Decoder Networks. Remote. Sens. 14(9): 1968 (2022) - [j42]Junbo Zhang, Shifeng Xu, Jun Sun, Dinghua Ou, Xiaobo Wu, Mantao Wang:
Unsupervised Adversarial Domain Adaptation for Agricultural Land Extraction of Remote Sensing Images. Remote. Sens. 14(24): 6298 (2022) - [j41]Wendong Wang, Junbo Zhang, Dezhi Kong, Shibin Su, Xiaoqing Yuan, Chengzhi Zhao:
Research on control method of upper limb exoskeleton based on mixed perception model. Robotica 40(10): 3669-3685 (2022) - [j40]Junbo Zhang, Elahe Soltanaghai, Artur Balanuta, Reese Grimsley, Swarun Kumar, Anthony Rowe:
PLatter: On the Feasibility of Building-Scale Power Line Backscatter. GetMobile Mob. Comput. Commun. 26(4): 19-22 (2022) - [j39]Yang Liu, Yingting Liu, Zhijie Liu, Yuxuan Liang, Chuishi Meng, Junbo Zhang, Yu Zheng:
Federated Forest. IEEE Trans. Big Data 8(3): 843-854 (2022) - [j38]Xiuwen Yi, Zhewen Duan, Ruiyuan Li, Junbo Zhang, Tianrui Li, Yu Zheng:
Predicting Fine-Grained Air Quality Based on Deep Neural Networks. IEEE Trans. Big Data 8(5): 1326-1339 (2022) - [j37]Senzhang Wang, Junbo Zhang, Yanjie Fu, Yong Li:
Introduction to the Special Issue on Deep Learning for Spatio-Temporal Data: Part 2. ACM Trans. Intell. Syst. Technol. 13(2): 17:1-17:4 (2022) - [j36]Zheyi Pan, Wentao Zhang, Yuxuan Liang, Weinan Zhang, Yong Yu, Junbo Zhang, Yu Zheng:
Spatio-Temporal Meta Learning for Urban Traffic Prediction. IEEE Trans. Knowl. Data Eng. 34(3): 1462-1476 (2022) - [j35]Junkai Sun, Junbo Zhang, Qiaofei Li, Xiuwen Yi, Yuxuan Liang, Yu Zheng:
Predicting Citywide Crowd Flows in Irregular Regions Using Multi-View Graph Convolutional Networks. IEEE Trans. Knowl. Data Eng. 34(5): 2348-2359 (2022) - [j34]Xiuwen Yi, Xiaodu Yang, Yanyong Huang, Songyu Ke, Junbo Zhang, Tianrui Li, Yu Zheng:
Gas-Theft Suspect Detection Among Boiler Room Users: A Data-Driven Approach. IEEE Trans. Knowl. Data Eng. 34(12): 5796-5808 (2022) - [c66]Yuxuan Liang, Kun Ouyang, Yiwei Wang, Xu Liu, Hongyang Chen, Junbo Zhang, Yu Zheng, Roger Zimmermann:
TrajFormer: Efficient Trajectory Classification with Transformers. CIKM 2022: 1229-1237 - [c65]Senzhang Wang, Jiyue Li, Hao Miao, Junbo Zhang, Junxing Zhu, Jianxin Wang:
Generative-Free Urban Flow Imputation. CIKM 2022: 2028-2037 - [c64]Junbo Zhang, Kaisheng Ma:
Rethinking the Augmentation Module in Contrastive Learning: Learning Hierarchical Augmentation Invariance with Expanded Views. CVPR 2022: 16629-16638 - [c63]Zhewen Duan, Xiuwen Yi, Peng Li, Dekang Qi, Yexin Li, Haoran Xu, Yanyong Huang, Junbo Zhang, Yu Zheng:
Multi-memory Enhanced Separation Network for Indoor Temperature Prediction. DASFAA (2) 2022: 656-663 - [c62]Linfeng Zhang, Xin Chen, Junbo Zhang, Runpei Dong, Kaisheng Ma:
Contrastive Deep Supervision. ECCV (26) 2022: 1-19 - [c61]Guangxia Li, Gang Xiao, Junbo Zhang, Jia Liu, Yulong Shen:
Towards Relational Multi-Agent Reinforcement Learning via Inductive Logic Programming. ICANN (2) 2022: 99-110 - [c60]Heinrich Dinkel, Zhiyong Yan, Yongqing Wang, Junbo Zhang, Yujun Wang:
Pseudo Strong Labels for Large Scale Weakly Supervised Audio Tagging. ICASSP 2022: 336-340 - [c59]Li Song, Kainan Bao, Songyu Ke, Chunyang Li, Junbo Zhang, Yu Zheng:
Efficient Spatio-Temporal Randomly Wired Neural Networks for Traffic Forecasting. ICDM (Workshops) 2022: 1-8 - [c58]Heinrich Dinkel, Yongqing Wang, Zhiyong Yan, Junbo Zhang, Yujun Wang:
UniKW-AT: Unified Keyword Spotting and Audio Tagging. INTERSPEECH 2022: 3238-3242 - [c57]Jiahao Ji, Jingyuan Wang, Junjie Wu, Boyang Han, Junbo Zhang, Yu Zheng:
Precision CityShield Against Hazardous Chemicals Threats via Location Mining and Self-Supervised Learning. KDD 2022: 3072-3080 - [c56]Zhe Jiang, Liang Zhao, Xun Zhou, Robert N. Stewart, Junbo Zhang, Shashi Shekhar, Jieping Ye:
DeepSpatial'22: The 3rd International Workshop on Deep Learning for Spatiotemporal Data, Applications, and Systems. KDD 2022: 4878-4879 - [c55]Junbo Zhang, Elahe Soltanaghai, Artur Balanuta, Reese Grimsley, Swarun Kumar, Anthony G. Rowe:
PLatter: On the Feasibility of Building-scale Power Line Backscatter. NSDI 2022: 897-911 - [c54]Heinrich Dinkel, Zhiyong Yan, Yongqing Wang, Junbo Zhang, Yujun Wang:
An Empirical Study of Weakly Supervised Audio Tagging Embeddings for General Audio Representations. Odyssey 2022: 390-395 - [c53]Junbo Zhang, Gaurav Balakrishnan, Sruti Srinidhi, Arnav Bhat, Swarun Kumar, Christopher Bettinger:
NFCapsule: An Ingestible Sensor Pill for Eosinophilic Esophagitis Detection Based on near-Field Coupling. SenSys 2022: 75-90 - [i39]Minbo Ma, Peng Xie, Fei Teng, Tianrui Li, Bin Wang, Shenggong Ji, Junbo Zhang:
HiSTGNN: Hierarchical Spatio-temporal Graph Neural Networks for Weather Forecasting. CoRR abs/2201.09101 (2022) - [i38]Peng Xie, Minbo Ma, Tianrui Li, Shenggong Ji, Shengdong Du, Zeng Yu, Junbo Zhang:
Spatio-Temporal Dynamic Graph Relation Learning for Urban Metro Flow Prediction. CoRR abs/2204.02650 (2022) - [i37]Heinrich Dinkel, Zhiyong Yan, Yongqing Wang, Junbo Zhang, Yujun Wang:
Pseudo strong labels for large scale weakly supervised audio tagging. CoRR abs/2204.13430 (2022) - [i36]Gaode Chen, Yijun Su, Xinghua Zhang, Anmin Hu, Guochun Chen, Siyuan Feng, Ji Xiang, Junbo Zhang, Yu Zheng:
A Cross-City Federated Transfer Learning Framework: A Case Study on Urban Region Profiling. CoRR abs/2206.00007 (2022) - [i35]Junbo Zhang, Kaisheng Ma:
Rethinking the Augmentation Module in Contrastive Learning: Learning Hierarchical Augmentation Invariance with Expanded Views. CoRR abs/2206.00227 (2022) - [i34]Junbo Zhang, Weiwei Wan, Nobuyuki Tanaka, Miki Fujita, Kensuke Harada:
Integrating a Manual Pipette into a Collaborative Robot Manipulator for Flexible Liquid Dispensing. CoRR abs/2207.01214 (2022) - [i33]Linfeng Zhang, Xin Chen, Junbo Zhang, Runpei Dong, Kaisheng Ma:
Contrastive Deep Supervision. CoRR abs/2207.05306 (2022) - [i32]Heinrich Dinkel, Yongqing Wang, Zhiyong Yan, Junbo Zhang, Yujun Wang:
UniKW-AT: Unified Keyword Spotting and Audio Tagging. CoRR abs/2209.11377 (2022) - [i31]Heinrich Dinkel, Zhiyong Yan, Yongqing Wang, Junbo Zhang, Yujun Wang:
An empirical study of weakly supervised audio tagging embeddings for general audio representations. CoRR abs/2209.15167 (2022) - [i30]Junbo Zhang, Guofan Fan, Guanghan Wang, Zhengyuan Su, Kaisheng Ma, Li Yi:
Language-Assisted 3D Feature Learning for Semantic Scene Understanding. CoRR abs/2211.14091 (2022) - [i29]Yuxuan Liang, Yutong Xia, Songyu Ke, Yiwei Wang, Qingsong Wen, Junbo Zhang, Yu Zheng, Roger Zimmermann:
AirFormer: Predicting Nationwide Air Quality in China with Transformers. CoRR abs/2211.15979 (2022) - [i28]Jiahao Ji, Jingyuan Wang, Chao Huang, Junjie Wu, Boren Xu, Zhenhe Wu, Junbo Zhang, Yu Zheng:
Spatio-Temporal Self-Supervised Learning for Traffic Flow Prediction. CoRR abs/2212.04475 (2022) - [i27]Runpei Dong, Zekun Qi, Linfeng Zhang, Junbo Zhang, Jianjian Sun, Zheng Ge, Li Yi, Kaisheng Ma:
Autoencoders as Cross-Modal Teachers: Can Pretrained 2D Image Transformers Help 3D Representation Learning? CoRR abs/2212.08320 (2022) - 2021
- [j33]Yang Liu, Ruolan Wang, Shishuai Du, Junbo Zhang, Yu Zheng:
Federated Digital Gateway: Methodologies, Tools, and Applications. IEEE Intell. Syst. 36(5): 31-38 (2021) - [j32]Pengfei Zhang, Tianrui Li, Guoqiang Wang, Chuan Luo, Hongmei Chen, Junbo Zhang, Dexian Wang, Zeng Yu:
Multi-source information fusion based on rough set theory: A review. Inf. Fusion 68: 85-117 (2021) - [j31]Senzhang Wang, Junbo Zhang, Yanjie Fu, Yong Li:
ACM TIST Special Issue on Deep Learning for Spatio-Temporal Data: Part 1. ACM Trans. Intell. Syst. Technol. 12(6): 67:1-67:3 (2021) - [c52]Xiyue Zhang, Chao Huang, Yong Xu, Lianghao Xia, Peng Dai, Liefeng Bo, Junbo Zhang, Yu Zheng:
Traffic Flow Forecasting with Spatial-Temporal Graph Diffusion Network. AAAI 2021: 15008-15015 - [c51]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:
POI Alias Discovery in Delivery Addresses using User Locations. SIGSPATIAL/GIS 2021: 225-228 - [c50]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:
GigaSpeech: An Evolving, Multi-Domain ASR Corpus with 10, 000 Hours of Transcribed Audio. Interspeech 2021: 3670-3674 - [c49]Junbo Zhang, Zhiwen Zhang, Yongqing Wang, Zhiyong Yan, Qiong Song, Yukai Huang, Ke Li, Daniel Povey, Yujun Wang:
speechocean762: An Open-Source Non-Native English Speech Corpus for Pronunciation Assessment. Interspeech 2021: 3710-3714 - [c48]Jingxian Wang, Junbo Zhang, Ke Li, Chengfeng Pan, Carmel Majidi, Swarun Kumar:
Locating Everyday Objects using NFC Textiles. IPSN 2021: 15-30 - [c47]Yuxuan Liang, Kun Ouyang, Junkai Sun, Yiwei Wang, Junbo Zhang, Yu Zheng, David S. Rosenblum, Roger Zimmermann:
Fine-Grained Urban Flow Prediction. WWW 2021: 1833-1845 - [c46]Zheyi Pan, Songyu Ke, Xiaodu Yang, Yuxuan Liang, Yong Yu, Junbo Zhang, Yu Zheng:
AutoSTG: Neural Architecture Search for Predictions of Spatio-Temporal Graph✱. WWW 2021: 1846-1855 - [i26]Junbo Zhang, Zhiwen Zhang, Yongqing Wang, Zhiyong Yan, Qiong Song, Yukai Huang, Ke Li, Daniel Povey, Yujun Wang:
speechocean762: An Open-Source Non-native English Speech Corpus For Pronunciation Assessment. CoRR abs/2104.01378 (2021) - [i25]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:
GigaSpeech: An Evolving, Multi-domain ASR Corpus with 10, 000 Hours of Transcribed Audio. CoRR abs/2106.06909 (2021) - [i24]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:
POI Alias Discovery in Delivery Addresses using User Locations. CoRR abs/2109.09290 (2021) - [i23]Xiyue Zhang, Chao Huang, Yong Xu, Lianghao Xia, Peng Dai, Liefeng Bo, Junbo Zhang, Yu Zheng:
Traffic Flow Forecasting with Spatial-Temporal Graph Diffusion Network. CoRR abs/2110.04038 (2021) - 2020
- [j30]Lingshu Zhong, Lin Guan, Junbo Zhang, Yuzhong Gong, C. Y. Chung:
Distributed Reactive Power Regulation Considering Load Voltage and Power Loss. IEEE Access 8: 24334-24343 (2020) - [j29]Fanhong Zeng, Junbo Zhang, Ge Chen, Zikun Wu, Siwei Huang, Yingqi Liang:
Online Estimation of Power System Inertia Constant Under Normal Operating Conditions. IEEE Access 8: 101426-101436 (2020) - [j28]Peng Xie, Tianrui Li, Jia Liu, Shengdong Du, Xin Yang, Junbo Zhang:
Urban flow prediction from spatiotemporal data using machine learning: A survey. Inf. Fusion 59: 1-12 (2020) - [j27]Zhaoyuan Wang, Junbo Zhang, Shenggong Ji, Chuishi Meng, Tianrui Li, Yu Zheng:
Predicting and ranking box office revenue of movies based on big data. Inf. Fusion 60: 25-40 (2020) - [j26]Junbo Zhang, Yu Zheng, Junkai Sun, Dekang Qi:
Flow Prediction in Spatio-Temporal Networks Based on Multitask Deep Learning. IEEE Trans. Knowl. Data Eng. 32(3): 468-478 (2020) - [c45]Xiaodu Yang, Xiuwen Yi, Shun Chen, Sijie Ruan, Junbo Zhang, Yu Zheng, Tianrui Li:
You Are How You Use: Catching Gas Theft Suspects among Diverse Restaurant Users. CIKM 2020: 2885-2892 - [c44]Yingqi Liang, Junbo Zhang, Dipti Srinivasan:
Power System Sensitivity Matrix Estimation by Multivariable Least Squares Considering Mitigating Data Saturation. IECON 2020: 1676-1683 - [c43]Fanhong Zeng, Junbo Zhang:
Estimation of Power System Inertia Under Normal Operating Conditions. ISGT 2020: 1-5 - [c42]Ting Li, Junbo Zhang, Kainan Bao, Yuxuan Liang, Yexin Li, Yu Zheng:
AutoST: Efficient Neural Architecture Search for Spatio-Temporal Prediction. KDD 2020: 794-802 - [c41]Mingran Yang, Junbo Zhang, Akshay Gadre, Zaoxing Liu, Swarun Kumar, Vyas Sekar:
Joltik: enabling energy-efficient "future-proof" analytics on low-power wide-area networks. MobiCom 2020: 47:1-47:14 - [c40]Junbo Zhang, Swarun Kumar:
NoFaceContact: stop touching your face with NFC. MobiSys 2020: 468-469 - [c39]Yuxuan Liang, Kun Ouyang, Yiwei Wang, Ye Liu, Junbo Zhang, Yu Zheng, David S. Rosenblum:
Revisiting Convolutional Neural Networks for Citywide Crowd Flow Analytics. ECML/PKDD (1) 2020: 578-594 - [i22]Yang Liu, Mingxin Chen, Wenxi Zhang, Junbo Zhang, Yu Zheng:
Federated Extra-Trees with Privacy Preserving. CoRR abs/2002.07323 (2020) - [i21]Yuxuan Liang, Kun Ouyang, Junbo Zhang, Yu Zheng, David S. Rosenblum:
Revisiting Convolutional Neural Networks for Urban Flow Analytics. CoRR abs/2003.00895 (2020) - [i20]Huaishao Luo, Chuishi Meng, Bowen Wu, Junbo Zhang, Tianrui Li, Yu Zheng:
ReAD: A Regional Anomaly Detection Framework Based on Dynamic Partition. CoRR abs/2007.06794 (2020) - [i19]Guoguo Chen, Xingyu Na, Yongqing Wang, Zhiyong Yan, Junbo Zhang, Sifan Ma, Yujun Wang:
Data Augmentation For Children's Speech Recognition - The "Ethiopian" System For The SLT 2021 Children Speech Recognition Challenge. CoRR abs/2011.04547 (2020) - [i18]Wei Huang, Tianrui Li, Dexian Wang, Shengdong Du, Junbo Zhang:
Fairness and Accuracy in Federated Learning. CoRR abs/2012.10069 (2020)
2010 – 2019
- 2019
- [j25]Qianru Wang, Junbo Zhang, Bin Guo, Zexia Hao, Yifang Zhou, Junkai Sun, Zhiwen Yu, Yu Zheng:
CityGuard: Citywide Fire Risk Forecasting Using A Machine Learning Approach. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 3(4): 156:1-156:21 (2019) - [j24]Junbo Zhang, Zhihao Chen, Chuyao He, Zetao Jiang, Lin Guan:
Data-Driven-Based Optimization for Power System Var-Voltage Sequential Control. IEEE Trans. Ind. Informatics 15(4): 2136-2145 (2019) - [c38]Huaishao Luo, Tianrui Li, Bing Liu, Junbo Zhang:
DOER: Dual Cross-Shared RNN for Aspect Term-Polarity Co-Extraction. ACL (1) 2019: 591-601 - [c37]Xiuwen Yi, Zhewen Duan, Ting Li, Tianrui Li, Junbo Zhang, Yu Zheng:
CityTraffic: Modeling Citywide Traffic via Neural Memorization and Generalization Approach. CIKM 2019: 2665-2671 - [c36]Zheyi Pan, Zhaoyuan Wang, Weifeng Wang, Yong Yu, Junbo Zhang, Yu Zheng:
Matrix Factorization for Spatio-Temporal Neural Networks with Applications to Urban Flow Prediction. CIKM 2019: 2683-2691 - [c35]Zheyi Pan, Yuxuan Liang, Weifeng Wang, Yong Yu, Yu Zheng, Junbo Zhang:
Urban Traffic Prediction from Spatio-Temporal Data Using Deep Meta Learning. KDD 2019: 1720-1730 - [c34]Yuxuan Liang, Kun Ouyang, Lin Jing, Sijie Ruan, Ye Liu, Junbo Zhang, David S. Rosenblum, Yu Zheng:
UrbanFM: Inferring Fine-Grained Urban Flows. KDD 2019: 3132-3142 - [c33]Diana Zhang, Jingxian Wang, Junsu Jang, Junbo Zhang, Swarun Kumar:
On the Feasibility of Wi-Fi Based Material Sensing. MobiCom 2019: 41:1-41:16 - [c32]Jingxian Wang, Junbo Zhang, Rajarshi Saha, Haojian Jin, Swarun Kumar:
Pushing the Range Limits of Commercial Passive RFIDs. NSDI 2019: 301-316 - [i17]Yiming Cai, Junbo Zhang, Weizhou Yu:
A Predictor-Corrector Method for Power System Variable Step Numerical Simulation. CoRR abs/1902.01993 (2019) - [i16]Yuxuan Liang, Kun Ouyang, Lin Jing, Sijie Ruan, Ye Liu, Junbo Zhang, David S. Rosenblum, Yu Zheng:
UrbanFM: Inferring Fine-Grained Urban Flows. CoRR abs/1902.05377 (2019) - [i15]Junkai Sun, Junbo Zhang, Qiaofei Li, Xiuwen Yi, Yu Zheng:
Predicting Citywide Crowd Flows in Irregular Regions Using Multi-View Graph Convolutional Networks. CoRR abs/1903.07789 (2019) - [i14]Hanchen Xu, Xiao Li, Xiangyu Zhang, Junbo Zhang:
Arbitrage of Energy Storage in Electricity Markets with Deep Reinforcement Learning. CoRR abs/1904.12232 (2019) - [i13]Yang Liu, Yingting Liu, Zhijie Liu, Junbo Zhang, Chuishi Meng, Yu Zheng:
Federated Forest. CoRR abs/1905.10053 (2019) - [i12]Huaishao Luo, Tianrui Li, Bing Liu, Junbo Zhang:
DOER: Dual Cross-Shared RNN for Aspect Term-Polarity Co-Extraction. CoRR abs/1906.01794 (2019) - [i11]Peng Xie, Tianrui Li, Jia Liu, Shengdong Du, Xin Yang, Junbo Zhang:
Urban flows prediction from spatial-temporal data using machine learning: A survey. CoRR abs/1908.10218 (2019) - 2018
- [j23]Junbo Zhang, Yu Zheng, Dekang Qi, Ruiyuan Li, Xiuwen Yi, Tianrui Li:
Predicting citywide crowd flows using deep spatio-temporal residual networks. Artif. Intell. 259: 147-166 (2018) - [c31]Dong Wang, Junbo Zhang, Wei Cao, Jian Li, Yu Zheng:
When Will You Arrive? Estimating Travel Time Based on Deep Neural Networks. AAAI 2018: 2500-2507 - [c30]Chao Huang, Junbo Zhang, Yu Zheng, Nitesh V. Chawla:
DeepCrime: Attentive Hierarchical Recurrent Networks for Crime Prediction. CIKM 2018: 1423-1432 - [c29]Changhao Shan, Junbo Zhang, Yujun Wang, Lei Xie:
Attention-Based End-to-End Speech Recognition on Voice Search. ICASSP 2018: 4764-4768 - [c28]Yuxuan Liang, Songyu Ke, Junbo Zhang, Xiuwen Yi, Yu Zheng:
GeoMAN: Multi-level Attention Networks for Geo-sensory Time Series Prediction. IJCAI 2018: 3428-3434 - [c27]Leandro Anghinoni, Liang Zhao, Qiusheng Zheng, Junbo Zhang:
Time Series Trend Detection and Forecasting Using Complex Network Topology Analysis. IJCNN 2018: 1-7 - [c26]Ke Wang, Junbo Zhang, Sining Sun, Yujun Wang, Fei Xiang, Lei Xie:
Investigating Generative Adversarial Networks Based Speech Dereverberation for Robust Speech Recognition. INTERSPEECH 2018: 1581-1585 - [c25]Changhao Shan, Junbo Zhang, Yujun Wang, Lei Xie:
Attention-based End-to-End Models for Small-Footprint Keyword Spotting. INTERSPEECH 2018: 2037-2041 - [c24]Ke Wang, Junbo Zhang, Yujun Wang, Lei Xie:
Empirical Evaluation of Speaker Adaptation on DNN Based Acoustic Model. INTERSPEECH 2018: 2429-2433 - [c23]Xiuwen Yi, Junbo Zhang, Zhaoyuan Wang, Tianrui Li, Yu Zheng:
Deep Distributed Fusion Network for Air Quality Prediction. KDD 2018: 965-973 - [i10]Ke Wang, Junbo Zhang, Sining Sun, Yujun Wang, Fei Xiang, Lei Xie:
Investigating Generative Adversarial Networks based Speech Dereverberation for Robust Speech Recognition. CoRR abs/1803.10132 (2018) - [i9]