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Hengguan Huang
Hengguan Huang
NUS CS Phd Candidate
Verified email at comp.nus.edu.sg - Homepage
Title
Cited by
Cited by
Year
An investigation of augmenting speaker representations to improve speaker normalisation for dnn-based speech recognition
H Huang, KC Sim
2015 IEEE International Conference on Acoustics, Speech and Signal …, 2015
572015
Recurrent poisson process unit for speech recognition
H Huang, H Wang, B Mak
Proceedings of the AAAI Conference on Artificial Intelligence 33 (01), 6538-6545, 2019
292019
Deep graph random process for relational-thinking-based speech recognition
H Huang, F Xue, H Wang, Y Wang
International Conference on Machine Learning, 4531-4541, 2020
222020
Extrapolative Continuous-time Bayesian Neural Network for Fast Training-free Test-time Adaptation
H Huang, X Gu, H Wang, C Xiao, H Liu, Y Wang
Conference on Neural Information Processing Systems (NeurIPS), 2022
62022
Strode: Stochastic boundary ordinary differential equation
H Huang, H Liu, H Wang, C Xiao, Y Wang
International Conference on Machine Learning, 4435-4445, 2021
62021
To Improve the Robustness of LSTM-RNN Acoustic Models Using Higher-Order Feedback from Multiple Histories.
H Huang, B Mak
INTERSPEECH, 3862-3866, 2017
42017
Recurrent Poisson Process Unit for Automatic Speech Recognition
H Huang
Hong Kong University of Science and Technology, 2018
22018
FedNP: Towards Non-IID Federated Learning via Federated Neural Propagation
X Wu*, H Huang*, Y Ding, H Wang, Y Wang, Q Xu
Proceedings of the AAAI Conference on Artificial Intelligence 32 (9), 10399 …, 2023
12023
EP-GAN: Unsupervised Federated Learning with Expectation-Propagation Prior GAN
X Wu, H Huang, H Wang, Y Wang, Q Xu
12021
Benchmarking Large Language Models on Communicative Medical Coaching: a Novel System and Dataset
H Huang, S Wang, H Liu, H Wang, Y Wang
arXiv preprint arXiv:2402.05547, 2024
2024
Composite Active Learning: Towards Multi-Domain Active Learning with Theoretical Guarantees
GY Hao, H Huang, H Wang, J Gao, H Wang
Proceedings of the AAAI Conference on Artificial Intelligence, 2024
2024
Improving Robustness and Reliability in Medical Image Classification with Latent-Guided Diffusion and Nested-Ensembles
X Shen, H Huang, B Nichyporuk, T Arbel
arXiv preprint arXiv:2310.15952, 2023
2023
Advancing Test-Time Adaptation for Acoustic Foundation Models in Open-World Shifts
H Liu, H Huang, Y Wang
arXiv preprint arXiv:2310.09505, 2023
2023
Unsupervised Mismatch Localization in Cross-Modal Sequential Data with Application to Mispronunciations Localization
W Wei*, H Huang*, X Gu, H Wang, Y Wang
Transactions of Machine Learning Research, 2022
2022
WaveNet MH-SRU: Deep and Wide Multiple-history Simple Recurrent Unit for Speech Recognition
H Huang, B Mak
2018 11th International Symposium on Chinese Spoken Language Processing …, 2018
2018
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Articles 1–15