| Variational quantum circuits for deep reinforcement learning SYC Chen, CHH Yang, J Qi, PY Chen, X Ma, HS Goan IEEE Access, 1st Prize Xanadu Quantum ML Competition Research Track 8 …, 2020 | 36 | 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 | 28 | 2016 |
| Characterizing Speech Adversarial Examples Using Self-Attention U-Net Enhancement CHH Yang, J Qi, PY Chen, X Ma, CH Lee IEEE International Conference on Acoustics, Speech and Signal Processing …, 2020 | 25 | 2020 |
| 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 | 22 | 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 | 12 | 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 | 11* | 2019 |
| 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 | 11 | 2018 |
| 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 | 11 | 2017 |
| 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 2021 IEEE International Conference on Acoustics, Speech and Signal …, 2021 | 9 | 2021 |
| 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 | 9 | 2020 |
| Submodular Rank Aggregation on Score-based Permutations for Distributed Automatic Speech Recognition J Qi, CHH Yang, J Tejedor IEEE International Conference on Acoustics, Speech and Signal Processing …, 2020 | 8* | 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 | 8 | 2018 |
| 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 | 7* | 2020 |
| 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 | 7 | 2018 |
| 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 | 6 | 2021 |
| 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 | 6 | 2020 |
| 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 | 5 | 2021 |
| Reinforcement Learning based Interconnection Routing for Adaptive Traffic Optimization SC Kao, CHH Yang, PY Chen, X Ma, T Krishna NOCS '19 Proceedings of the 13th IEEE/ACM International Symposium on …, 2019 | 5 | 2019 |
| Multi-task language modeling for improving speech recognition of rare words CHH Yang, L Liu, A Gandhe, Y Gu, A Raju, D Filimonov, I Bulyko arXiv preprint arXiv:2011.11715, 2020 | 4 | 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 | 4 | 2020 |
Pin-Yu ChenResearch Staff Member, IBM Research AI; MIT-IBM Watson AI Lab; RPI-IBM AIRCVerified email at ibm.com
