Hengguan Huang

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 19

Top Topics

Poisson Process

Speech Recognition

Keyword Spotting

Top Venues

Publications

Guang-Yuan Hao, Hengguan Huang, Haotian Wang, Jie Gao, Hao Wang
Composite Active Learning: Towards Multi-Domain Active Learning with Theoretical Guarantees. AAAI (2024)
Hengguan Huang, Songtao Wang, Hongfu Liu, Hao Wang, Ye Wang
Benchmarking Large Language Models on Communicative Medical Coaching: A Dataset and a Novel System. ACL (Findings) (2024)
Hengguan Huang, Xing Shen, Songtao Wang, Dianbo Liu, Hao Wang
Verbalized Probabilistic Graphical Modeling with Large Language Models. CoRR (2024)
Guang-Yuan Hao, Hengguan Huang, Haotian Wang, Jie Gao, Hao Wang
Composite Active Learning: Towards Multi-Domain Active Learning with Theoretical Guarantees. CoRR (2024)
Hengguan Huang, Songtao Wang, Hongfu Liu, Hao Wang, Ye Wang
Benchmarking Large Language Models on Communicative Medical Coaching: a Novel System and Dataset. CoRR (2024)
Hongfu Liu, Hengguan Huang, Ye Wang
Advancing Test-Time Adaptation for Acoustic Foundation Models in Open-World Shifts. CoRR (2023)
Xueyang Wu, Hengguan Huang, Youlong Ding, Hao Wang, Ye Wang, Qian Xu
FedNP: Towards Non-IID Federated Learning via Federated Neural Propagation. AAAI (2023)
Xing Shen, Hengguan Huang, Brennan Nichyporuk, Tal Arbel
Improving Robustness and Reliability in Medical Image Classification with Latent-Guided Diffusion and Nested-Ensembles. CoRR (2023)
Wei Wei, Hengguan Huang, Xiangming Gu, Hao Wang, Ye Wang
Unsupervised Mismatch Localization in Cross-Modal Sequential Data. CoRR (2022)
Wei Wei, Hengguan Huang, Xiangming Gu, Hao Wang, Ye Wang
Unsupervised Mismatch Localization in Cross-Modal Sequential Data with Application to Mispronunciations Localization. Trans. Mach. Learn. Res. 2022 (2022)
Hengguan Huang, Xiangming Gu, Hao Wang, Chang Xiao, Hongfu Liu, Ye Wang
Extrapolative Continuous-time Bayesian Neural Network for Fast Training-free Test-time Adaptation. NeurIPS (2022)
Hengguan Huang, Hongfu Liu, Hao Wang, Chang Xiao, Ye Wang
STRODE: Stochastic Boundary Ordinary Differential Equation. CoRR (2021)
Hengguan Huang, Hongfu Liu, Hao Wang, Chang Xiao, Ye Wang
STRODE: Stochastic Boundary Ordinary Differential Equation. ICML (2021)
Hengguan Huang, Fuzhao Xue, Hao Wang, Ye Wang
Deep Graph Random Process for Relational-Thinking-Based Speech Recognition. CoRR (2020)
Hengguan Huang, Fuzhao Xue, Hao Wang, Ye Wang
Deep Graph Random Process for Relational-Thinking-Based Speech Recognition. ICML (2020)
Hengguan Huang, Hao Wang, Brian Mak
Recurrent Poisson Process Unit for Speech Recognition. AAAI (2019)
Hengguan Huang, Brian Mak
WaveNet MH-SRU: Deep and Wide Multiple-history Simple Recurrent Unit for Speech Recognition. ISCSLP (2018)
Hengguan Huang, Brian Mak
To Improve the Robustness of LSTM-RNN Acoustic Models Using Higher-Order Feedback from Multiple Histories. INTERSPEECH (2017)
Hengguan Huang, Khe Chai Sim
An investigation of augmenting speaker representations to improve speaker normalisation for DNN-based speech recognition. ICASSP (2015)