| 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 | 143 | 2019 |
| 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 | 101 | 2022 |
| Personalized federated learning with feature alignment and classifier collaboration J Xu, X Tong, SL Huang arXiv preprint arXiv:2306.11867, 2023 | 93 | 2023 |
| 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 | 73 | 2021 |
| 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 | 72 | 2018 |
| 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 | 71 | 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 | 70 | 2020 |
| 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 | 68 | 2019 |
| 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 | 58 | 2022 |
| On universal features for high-dimensional learning and inference SL Huang, A Makur, GW Wornell, L Zheng arXiv preprint arXiv:1911.09105, 2019 | 55 | 2019 |
| 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 | 53 | 2020 |
| 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 | 49 | 2015 |
| An information theoretic interpretation to deep neural networks X Xu, SL Huang, L Zheng, GW Wornell Entropy 24 (1), 135, 2022 | 48 | 2022 |
| Data augmentation for audio-visual emotion recognition with an efficient multimodal conditional GAN F Ma, Y Li, S Ni, SL Huang, L Zhang Applied Sciences 12 (1), 527, 2022 | 47 | 2022 |
| Linear information coupling problems SL Huang, L Zheng 2012 IEEE International Symposium on Information Theory Proceedings, 1029-1033, 2012 | 42 | 2012 |
| 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 | 40 | 2021 |
| 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 | 39 | 2018 |
| 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 | 38 | 2017 |
| Byzantine-robust federated learning through collaborative malicious gradient filtering J Xu, SL Huang, L Song, T Lan 2022 IEEE 42nd International Conference on Distributed Computing Systems …, 2022 | 33 | 2022 |
| 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 | 32 | 2021 |
