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Xiangxiang Xu
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An efficient approach to informative feature extraction from multimodal data
L Wang, J Wu, SL Huang, L Zheng, X Xu, L Zhang, J Huang
Proceedings of the AAAI Conference on Artificial Intelligence 33, 5281-5288, 2019
612019
EV charging behaviour analysis and modelling based on mobile crowdsensing data
T Yang, X Xu, Q Guo, L Zhang, H Sun
IET Generation, Transmission & Distribution 11 (7), 1683-1691, 2017
502017
PGA: Physics Guided and Adaptive Approach for Mobile Fine-Grained Air Pollution Estimation
X Chen, X Xu, X Liu, S Pan, J He, HY Noh, L Zhang, P Zhang
Proceedings of the 2018 ACM International Joint Conference and 2018 …, 2018
442018
Adaptive hybrid model-enabled sensing system (HMSS) for mobile fine-grained air pollution estimation
X Chen, S Xu, X Liu, X Xu, HY Noh, L Zhang, P Zhang
IEEE Transactions on Mobile Computing 21 (6), 1927-1944, 2020
392020
Gotcha II: Deployment of a Vehicle-based Environmental Sensing System
X Xu, X Chen, X Liu, HY Noh, P Zhang, L Zhang
Proceedings of the 14th ACM Conference on Embedded Network Sensor Systems CD …, 2016
362016
HAP: Fine-Grained Dynamic Air Pollution Map Reconstruction by Hybrid Adaptive Particle Filter
X Chen, X Xu, X Liu, HY Noh, L Zhang, P Zhang
Proceedings of the 14th ACM Conference on Embedded Network Sensor Systems CD …, 2016
312016
A Mathematical Framework for Quantifying Transferability in Multi-source Transfer Learning
X Tong, X Xu, SL Huang, L Zheng
Advances in Neural Information Processing Systems 34, 26103-26116, 2021
282021
An information theoretic interpretation to deep neural networks
SL Huang, X Xu, L Zheng, GW Wornell
2019 IEEE International Symposium on Information Theory (ISIT), 1984-1988, 2019
262019
Maximal Correlation Regression
X Xu, SL Huang
IEEE Access 8, 26591-26601, 2020
252020
Delay Effect in Mobile Sensing System for Urban Air Pollution Monitoring
X Liu, X Chen, X Xu, E Mai, HY Noh, P Zhang, L Zhang
Proceedings of the 15th ACM Conference on Embedded Network Sensor Systems, 73, 2017
202017
An information-theoretic approach to unsupervised feature selection for high-dimensional data
SL Huang, X Xu, L Zheng
IEEE Journal on Selected Areas in Information Theory 1 (1), 157-166, 2020
192020
A deep autoencoder model for pollution map recovery with mobile sensing networks
R Ma, N Liu, X Xu, Y Wang, HY Noh, P Zhang, L Zhang
Adjunct Proceedings of the 2019 ACM International Joint Conference on …, 2019
192019
Gotcha: a mobile urban sensing system
X Xu, P Zhang, L Zhang
Proceedings of the 12th ACM Conference on Embedded Network Sensor Systems …, 2014
192014
An Information Theoretic Interpretation to Deep Neural Networks
X Xu, SL Huang, L Zheng, GW Wornell
Entropy 24 (1), 135, 2022
142022
Fine-Grained Air Pollution Inference with Mobile Sensing Systems: A Weather-Related Deep Autoencoder Model
R Ma, N Liu, X Xu, Y Wang, HY Noh, P Zhang, L Zhang
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous …, 2020
142020
On the Sample Complexity of HGR Maximal Correlation Functions for Large Datasets
SL Huang, X Xu
IEEE Transactions on Information Theory 67 (3), 1951-1980, 2020
102020
Maximum Likelihood Estimation for Multimodal Learning with Missing Modality
F Ma, X Xu, SL Huang, L Zhang
arXiv preprint arXiv:2108.10513, 2021
92021
Guiding the Data Learning Process with Physical Model in Air Pollution Inference
R Ma, X Xu, Y Wang, HY Noh, P Zhang, L Zhang
2018 IEEE International Conference on Big Data (Big Data), 4475-4483, 2018
92018
Generative Model Based Fine-Grained Air Pollution Inference for Mobile Sensing Systems
R Ma, X Xu, HY Noh, P Zhang, L Zhang
Proceedings of the 16th ACM Conference on Embedded Networked Sensor Systems …, 2018
92018
Individualized Calibration of Industrial-Grade Gas Sensors in Air Quality Sensing System
X Liu, X Xu, X Chen, E Mai, HY Noh, P Zhang, L Zhang
Proceedings of the 15th ACM Conference on Embedded Network Sensor Systems, 74, 2017
92017
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