Shao-Lun Huang
Shao-Lun Huang
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An information-theoretic approach to transferability in task transfer learning
Y Bao, Y Li, SL Huang, L Zhang, L Zheng, A Zamir, L Guibas
2019 IEEE international conference on image processing (ICIP), 2309-2313, 2019
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 (01), 5281-5288, 2019
An efficient algorithm for information decomposition and extraction
A Makur, F Kozynski, SL Huang, L Zheng
2015 53rd Annual Allerton Conference on Communication, Control, and …, 2015
A spectral reconstruction algorithm of miniature spectrometer based on sparse optimization and dictionary learning
S Zhang, Y Dong, H Fu, SL Huang, L Zhang
Sensors 18 (2), 644, 2018
Linear information coupling problems
SL Huang, L Zheng
2012 IEEE International Symposium on Information Theory Proceedings, 1029-1033, 2012
On universal features for high-dimensional learning and inference
SL Huang, A Makur, GW Wornell, L Zheng
arXiv preprint arXiv:1911.09105, 2019
Information theoretic counterfactual learning from missing-not-at-random feedback
Z Wang, X Chen, R Wen, SL Huang, E Kuruoglu, Y Zheng
Advances in Neural Information Processing Systems 33, 1854-1864, 2020
Triboelectric nanogenerators enabled internet of things: A survey
J Li, C Wu, I Dharmasena, X Ni, Z Wang, H Shen, SL Huang, W Ding
Intelligent and Converged Networks 1 (2), 115-141, 2020
An information-theoretic approach to universal feature selection in high-dimensional inference
SL Huang, A Makur, L Zheng, GW Wornell
2017 IEEE International Symposium on Information Theory (ISIT), 1336-1340, 2017
A flexible triboelectric tactile sensor for simultaneous material and texture recognition
Z Song, J Yin, Z Wang, C Lu, Z Yang, Z Zhao, Z Lin, J Wang, C Wu, ...
Nano Energy 93, 106798, 2022
Less is better: Unweighted data subsampling via influence function
Z Wang, H Zhu, Z Dong, X He, SL Huang
Proceedings of the AAAI Conference on Artificial Intelligence 34 (04), 6340-6347, 2020
Otce: A transferability metric for cross-domain cross-task representations
Y Tan, Y Li, SL Huang
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021
Analysis and evaluation of driving behavior recognition based on a 3-axis accelerometer using a random forest approach
W Cao, X Lin, K Zhang, Y Dong, S Huang, L Zhang
Proceedings of the 16th ACM/IEEE International Conference on Information …, 2017
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
Attention-based LSTM-CNNs for time-series classification
Q Du, W Gu, L Zhang, SL Huang
Proceedings of the 16th ACM conference on embedded networked sensor systems …, 2018
On locally decodable source coding
A Makhdoumi, SL Huang, M Médard, Y Polyanskiy
2015 IEEE International Conference on Communications (ICC), 4394-4399, 2015
Communication theoretic data analytics
KC Chen, SL Huang, L Zheng, HV Poor
IEEE Journal on Selected Areas in Communications 33 (4), 663-675, 2015
Deep semantic segmentation for visual understanding on construction sites
Z Wang, Y Zhang, KM Mosalam, Y Gao, SL Huang
Computer‐Aided Civil and Infrastructure Engineering 37 (2), 145-162, 2022
Online disease diagnosis with inductive heterogeneous graph convolutional networks
Z Wang, R Wen, X Chen, S Cao, SL Huang, B Qian, Y Zheng
Proceedings of the Web Conference 2021, 3349-3358, 2021
Finding influential instances for distantly supervised relation extraction
Z Wang, R Wen, X Chen, SL Huang, N Zhang, Y Zheng
arXiv preprint arXiv:2009.09841, 2020
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