| Variational quantum circuits for deep reinforcement learning SYC Chen, CHH Yang, J Qi, PY Chen, X Ma, HS Goan IEEE Xanadu Quantum AI Competition, Research Track 1st Prize, 8, 141007-141024, 2020 | 358 | 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 | 166 | 2021 |
| Voice2series: Reprogramming acoustic models for time series classification CHH Yang, YY Tsai, PY Chen International conference on machine learning (ICML), 11808-11819, 2021 | 142 | 2021 |
| Y-net: Multi-scale feature aggregation network with wavelet structure similarity loss function for single image dehazing HH Yang, CHH Yang, YCJ Tsai IEEE International Conference on Acoustics, Speech and Signal Processing …, 2020 | 83 | 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), Best …, 2020 | 79 | 2020 |
| Characterizing speech adversarial examples using self-attention u-net enhancement CH Yang, J Qi, PY Chen, X Ma, CH Lee IEEE International Conference on Acoustics, Speech and Signal Processing …, 2020 | 64 | 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, ... Proceedings of the IEEE/CVF winter conference on applications of computer …, 2021 | 57 | 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, ... IEEE International Conference on Acoustics, Speech and Signal Processing …, 2021 | 47 | 2021 |
| When bert meets quantum temporal convolution learning for text classification in heterogeneous computing CHH Yang, J Qi, SYC Chen, Y Tsao, PY Chen ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022 | 44 | 2022 |
| 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 | 43 | 2016 |
| Qtn-vqc: An end-to-end learning framework for quantum neural networks J Qi, CH Yang, PY Chen Physica Scripta 99 (1), 015111, 2023 | 41 | 2023 |
| Hyporadise: An open baseline for generative speech recognition with large language models C Chen, Y Hu, CHH Yang, SM Siniscalchi, PY Chen, ES Chng Advances in Neural Information Processing Systems 36, 2024 | 40 | 2024 |
| Training a resilient q-network against observational interference CHH Yang, ITD Hung, Y Ouyang, PY Chen Proceedings of the AAAI Conference on Artificial Intelligence 36 (8), 8814-8822, 2022 | 40* | 2022 |
| 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 | 40 | 2020 |
| Low-rank Adaptation of Large Language Model Rescoring for Parameter-Efficient Speech Recognition Y Yu, CHH Yang, J Kolehmainen, PG Shivakumar, Y Gu, S Ryu, R Ren, ... IEEE ASRU 2023, 2023 | 38 | 2023 |
| 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 | 37 | 2020 |
| Whispering LLaMA: A Cross-Modal Generative Error Correction Framework for Speech Recognition S Radhakrishnan, CHH Yang, SA Khan, R Kumar, NA Kiani, ... EMNLP 2023, Oral, 2023 | 36 | 2023 |
| 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 | 36 | 2018 |
| Theoretical error performance analysis for variational quantum circuit based functional regression J Qi, CHH Yang, PY Chen, MH Hsieh npj Quantum Information 9 (1), 4, 2023 | 34 | 2023 |
| Deep context-encoding network for retinal image captioning JH Huang, TW Wu, CHH Yang, M Worring 2021 IEEE International Conference on Image Processing (ICIP), 3762-3766, 2021 | 33* | 2021 |
Pin-Yu ChenPrincipal Research Scientist, IBM Research AI; MIT-IBM Watson AI Lab; RPI-IBM AIRCEmail verificata su ibm.com
