| A comprehensive review of smart energy meters in intelligent energy networks Q Sun, H Li, Z Ma, C Wang, J Campillo, Q Zhang, F Wallin, J Guo IEEE Internet of Things Journal 3 (4), 464-479, 2015 | 348 | 2015 |
| The devil is in the channels: Mutual-channel loss for fine-grained image classification D Chang, Y Ding, J Xie, AK Bhunia, X Li, Z Ma, M Wu, J Guo, YZ Song IEEE Transactions on Image Processing 29, 4683-4695, 2020 | 278 | 2020 |
| Fine-grained visual classification via progressive multi-granularity training of jigsaw patches R Du, D Chang, AK Bhunia, J Xie, Z Ma, YZ Song, J Guo European Conference on Computer Vision, 153-168, 2020 | 266 | 2020 |
| Bayesian estimation of beta mixture models with variational inference Z Ma, A Leijon IEEE Transactions on Pattern Analysis and Machine Intelligence 33 (11), 2160 ¡K, 2011 | 231 | 2011 |
| Knowledge-driven service offloading decision for vehicular edge computing: A deep reinforcement learning approach Q Qi, J Wang, Z Ma, H Sun, Y Cao, L Zhang, J Liao IEEE Transactions on Vehicular Technology 68 (5), 4192-4203, 2019 | 224 | 2019 |
| Dual graph convolutional networks for aspect-based sentiment analysis R Li, H Chen, F Feng, Z Ma, X Wang, E Hovy Proceedings of the 59th Annual Meeting of the Association for Computational ¡K, 2021 | 205 | 2021 |
| Prediction of short-term PV power output and uncertainty analysis L Liu, Y Zhao, D Chang, J Xie, Z Ma, Q Sun, H Yin, R Wennersten Applied energy 228, 700-711, 2018 | 197 | 2018 |
| The Role of Data Analysis in the Development of Intelligent Energy Networks Z Ma, J Xie, H Li, Q Sun, Z Si, J Zhang, J Guo IEEE Network 31 (5), 88 - 95, 2017 | 134 | 2017 |
| Variational Bayesian matrix factorization for bounded support data Z Ma, AE Teschendorff, A Leijon, Y Qiao, H Zhang, J Guo IEEE transactions on pattern analysis and machine intelligence 37 (4), 876-889, 2015 | 133 | 2015 |
| Fine-grained vehicle classification with channel max pooling modified CNNs Z Ma, D Chang, J Xie, Y Ding, S Wen, X Li, Z Si, J Guo IEEE Transactions on Vehicular Technology 68 (4), 3224-3233, 2019 | 123 | 2019 |
| Dual cross-entropy loss for small-sample fine-grained vehicle classification X Li, L Yu, D Chang, Z Ma, J Cao IEEE Transactions on Vehicular Technology 68 (5), 4204-4212, 2019 | 123 | 2019 |
| Decorrelation of Neutral Vector Variables: Theory and Applications Z Ma, JH Xue, A Leijon, ZH Tan, Z Yang, J Guo IEEE transactions on neural networks and learning systems, 2017 | 120 | 2017 |
| AP-CNN: Weakly supervised attention pyramid convolutional neural network for fine-grained visual classification Y Ding, Z Ma, S Wen, J Xie, D Chang, Z Si, M Wu, H Ling IEEE Transactions on Image Processing 30, 2826-2836, 2021 | 119 | 2021 |
| Sketchmate: Deep hashing for million-scale human sketch retrieval P Xu, Y Huang, T Yuan, K Pang, YZ Song, T Xiang, TM Hospedales, Z Ma, ... Proceedings of the IEEE conference on computer vision and pattern ¡K, 2018 | 115 | 2018 |
| Variational Bayesian learning for Dirichlet process mixture of inverted Dirichlet distributions in non-Gaussian image feature modeling Z Ma, Y Lai, WB Kleijn, YZ Song, L Wang, J Guo IEEE transactions on neural networks and learning systems 30 (2), 449-463, 2018 | 110 | 2018 |
| Fine-grained age estimation in the wild with attention LSTM networks K Zhang, N Liu, X Yuan, X Guo, C Gao, Z Zhao, Z Ma IEEE Transactions on Circuits and Systems for Video Technology 30 (9), 3140-3152, 2019 | 105 | 2019 |
| Bayesian estimation of Dirichlet mixture model with variational inference Z Ma, PK Rana, J Taghia, M Flierl, A Leijon Pattern Recognition 47 (9), 3143-3157, 2014 | 101 | 2014 |
| Spoofing detection in automatic speaker verification systems using DNN classifiers and dynamic acoustic features H Yu, ZH Tan, Z Ma, R Martin, J Guo IEEE transactions on neural networks and learning systems 29 (10), 4633-4644, 2017 | 100 | 2017 |
| A concise review of recent few-shot meta-learning methods X Li, Z Sun, JH Xue, Z Ma Neurocomputing 456, 463-468, 2021 | 95 | 2021 |
| Short utterance based speech language identification in intelligent vehicles with time-scale modifications and deep bottleneck features Z Ma, H Yu, W Chen, J Guo IEEE transactions on vehicular technology 68 (1), 121-128, 2018 | 94 | 2018 |
Dongliang Chang (±`东¨})Tsinghua UniversityVerified email at tsinghua.edu.cn
