| 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 | 57 | 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 | 44 | 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 | 43 | 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 | 39 | 2018 |
| Linear information coupling problems SL Huang, L Zheng 2012 IEEE International Symposium on Information Theory Proceedings, 1029-1033, 2012 | 39 | 2012 |
| On universal features for high-dimensional learning and inference SL Huang, A Makur, GW Wornell, L Zheng arXiv preprint arXiv:1911.09105, 2019 | 38 | 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 | 34 | 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 | 32 | 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 | 32 | 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 | 30 | 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 | 30 | 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 | 29 | 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 | 23 | 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 | 22 | 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 | 21 | 2018 |
| On locally decodable source coding A Makhdoumi, SL Huang, M Médard, Y Polyanskiy 2015 IEEE International Conference on Communications (ICC), 4394-4399, 2015 | 21 | 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 | 21 | 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 | 20 | 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 | 20 | 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 | 19 | 2020 |
