| Variational quantum circuits for deep reinforcement learning SYC Chen, CHH Yang, J Qi, PY Chen, X Ma, HS Goan IEEE Access, Xanadu AI Quantum ML Research award 1st Place 2019 8, 141007-141024, 2019 | 100 | 2019 |
| Characterizing speech adversarial examples using self-attention u-net enhancement CH Yang, J Qi, PY Chen, X Ma, CH Lee ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020 | 43 | 2020 |
| Decentralizing feature extraction with quantum convolutional neural network for automatic speech recognition CHH Yang, J Qi, SYC Chen, PY Chen, SM Siniscalchi, X Ma, CH Lee ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021 | 42 | 2021 |
| Device-Robust Acoustic Scene Classification Based on Two-Stage Categorization and Data Augmentation H Hu, CHH Yang, X Xia, X Bai, X Tang, Y Wang, S Niu, L Chai, J Li, H Zhu, ... Detection and Classification of Acoustic Scenes and Events (DCASE) 2020, 2020 | 42 | 2020 |
| Y-net: Multi-scale feature aggregation network with wavelet structure similarity loss function for single image dehazing HH Yang, CHH Yang, YCJ Tsai 2020 IEEE International Conference on Acoustics, Speech and Signal …, 2020 | 32 | 2020 |
| A microfluidic device integrating dual CMOS polysilicon nanowire sensors for on-chip whole blood processing and simultaneous detection of multiple analytes DH Kuan, IS Wang, JR Lin, CH Yang, CH Huang, YH Lin, CT Lin, ... Lab on a Chip 16 (16), 3105-3113, 2016 | 32 | 2016 |
| Enhanced Adversarial Strategically-Timed Attacks against Deep Reinforcement Learning CHH Yang, J Qi, PY Chen, Y Ouyang, ITD Hung, CH Lee, X Ma IEEE International Conference on Acoustics, Speech and Signal Processing …, 2020 | 21 | 2020 |
| A novel hybrid machine learning model for auto-classification of retinal diseases CHH Yang, JH Huang, F Liu, FY Chiu, M Gao, W Lyu, J Tegner Workshop on Computational Biology, ICML 2018, 2018 | 17 | 2018 |
| DeepOpht: Medical Report Generation for Retinal Images via Deep Models and Visual Explanation JH Huang, CHH Yang, F Liu, M Tian, YC Liu, TW Wu, I Lin, K Wang, ... IEEE Winter Conference on Applications of Computer Vision (WACV), 2021 | 16 | 2021 |
| A Two-Stage Approach to Device-Robust Acoustic Scene Classification H Hu, CHH Yang, X Xia, X Bai, X Tang, Y Wang, S Niu, L Chai, J Li, H Zhu, ... 2021 IEEE International Conference on Acoustics, Speech and Signal …, 2021 | 16 | 2021 |
| Tensor-to-vector regression for multi-channel speech enhancement based on tensor-train network J Qi, H Hu, Y Wang, CHH Yang, SM Siniscalchi, CH Lee 2020 IEEE International Conference on Acoustics, Speech and Signal …, 2020 | 16* | 2020 |
| When causal intervention meets adversarial examples and image masking for deep neural networks CHH Yang, YC Liu, PY Chen, X Ma, YCJ Tsai 2019 IEEE International Conference on Image Processing (ICIP), 3811-3815, 2019 | 16* | 2019 |
| Robustness analysis of visual qa models by basic questions JH Huang, CD Dao, M Alfadly, CH Yang, B Ghanem VQA Challenge Workshop, CVPR 2017, 2017 | 15 | 2017 |
| Exploring Deep Hybrid Tensor-to-Vector Network Architectures for Regression Based Speech Enhancement J Qi, H Hu, Y Wang, CHH Yang, SM Siniscalchi, CH Lee Interspeech 2020, 2020 | 13 | 2020 |
| Interpretable Self-Attention Temporal Reasoning for Driving Behavior Understanding YC Liu, YA Hsieh, MH Chen, CHH Yang, J Tegner, YCJ Tsai IEEE International Conference on Acoustics, Speech and Signal Processing …, 2020 | 12 | 2020 |
| Wavelet channel attention module with a fusion network for single image deraining HH Yang, CHH Yang, YCF Wang 2020 IEEE International Conference on Image Processing (ICIP), 883-887, 2020 | 11 | 2020 |
| Auto-classification of retinal diseases in the limit of sparse data using a two-streams machine learning model CHH Yang, F Liu, JH Huang, M Tian, MDIH Lin, YC Liu, H Morikawa, ... Asian Conference on Computer Vision, 323-338, 2018 | 11 | 2018 |
| Synthesizing New Retinal Symptom Images by Multiple Generative Models YC Liu, HH Yang, CHH Yang, JH Huang, M Tian, H Morikawa, YCJ Tsai, ... Asian Conference on Computer Vision, 235-250, 2018 | 11 | 2018 |
| PATE-AAE: Incorporating Adversarial Autoencoder into Private Aggregation of Teacher Ensembles for Spoken Command Classification CHH Yang, SM Siniscalchi, CH Lee Interspeech 2021, 2021 | 10 | 2021 |
| Voice2series: Reprogramming acoustic models for time series classification CHH Yang, YY Tsai, PY Chen International Conference on Machine Learning (ICML), 11808-11819, 2021 | 10 | 2021 |
Pin-Yu ChenPrincipal Research Staff Member, IBM Research AI; MIT-IBM Watson AI Lab; RPI-IBM AIRCVerified email at ibm.com
