Hsi-Sheng Goan

17 papers A* 2Misc 1Journal 13Unranked 1
YearRankTypeTitle / Venue / Authors
2025 A* conf
A Quantum Circuit-Based Compression Perspective for Parameter-Efficient Learning.
ICLR
Chen-Yu Liu, Chao-Han Huck Yang, Hsi-Sheng Goan, Min-Hsiu Hsieh
2025 J jnl
QKAN-LSTM: Quantum-inspired Kolmogorov-Arnold Long Short-term Memory.
CoRR
Yu-Chao Hsu, Jiun-Cheng Jiang, Chun-Hua Lin, Kuo-Chung Peng, Nan-Yow Chen, Samuel Yen-Chi Chen, En-Jui Kuo, Hsi-Sheng Goan
2025 J jnl
Quantum Variational Activation Functions Empower Kolmogorov-Arnold Networks.
CoRR
Jiun-Cheng Jiang, Morris Yu-Chao Huang, Tianlong Chen, Hsi-Sheng Goan
2025 J jnl
Quantum-Train: rethinking hybrid quantum-classical machine learning in the model compression perspective.
Quantum Mach. Intell.
Chen-Yu Liu, En-Jui Kuo, Chu-Hsuan Abraham Lin, Jason Gemsun Young, Yeong-Jar Chang, Min-Hsiu Hsieh, Hsi-Sheng Goan
2024 A* conf
BiSHop: Bi-Directional Cellular Learning for Tabular Data with Generalized Sparse Modern Hopfield Model.
ICML
Chenwei Xu, Yu-Chao Huang, Jerry Yao-Chieh Hu, Weijian Li, Ammar Gilani, Hsi-Sheng Goan, Han Liu
2024 J jnl
BiSHop: Bi-Directional Cellular Learning for Tabular Data with Generalized Sparse Modern Hopfield Model.
CoRR
Chenwei Xu, Yu-Chao Huang, Jerry Yao-Chieh Hu, Weijian Li, Ammar Gilani, Hsi-Sheng Goan, Han Liu
2024 — conf
Controlled-swap-based and Knowledge Navigated Quantum-inspired Computational Intelligence for Quantum Circuit Optimization.
FUZZ
Shu-Yu Kuo, Cheng-Yen Hua, En-Tzu Hsu, Huan-Pu Chen, Jyun-Yi Shen, Chia-Lin Liu, Yao-Hsin Chou, Hsi-Sheng Goan
2023 J jnl
Counting stabiliser codes for arbitrary dimension.
Quantum
Tanmay Singal, Che Chiang, Eugene Hsu, Eunsang Kim, Hsi-Sheng Goan, Min-Hsiu Hsieh
2023 J jnl
Existence of Pauli-like stabilizers for every quantum error-correcting code.
CoRR
Jhih-Yuan Kao, Hsi-Sheng Goan
2023 Misc conf
Reinforcement Learning Quantum Local Search.
QCE
Chen-Yu Liu, Hsi-Sheng Goan
2022 J jnl
Variational quantum reinforcement learning via evolutionary optimization.
Mach. Learn. Sci. Technol.
Samuel Yen-Chi Chen, Chih-Min Huang, Chia-Wei Hsing, Hsi-Sheng Goan, Ying-Jer Kao
2021 J jnl
Variational Quantum Reinforcement Learning via Evolutionary Optimization.
CoRR
Samuel Yen-Chi Chen, Chih-Min Huang, Chia-Wei Hsing, Hsi-Sheng Goan, Ying-Jer Kao
2020 J jnl
Variational Quantum Circuits for Deep Reinforcement Learning.
IEEE Access
Samuel Yen-Chi Chen, Chao-Han Huck Yang, Jun Qi, Pin-Yu Chen, Xiaoli Ma, Hsi-Sheng Goan
2019 J jnl
Variational Quantum Circuits and Deep Reinforcement Learning.
CoRR
Samuel Yen-Chi Chen, Hsi-Sheng Goan
2017 J jnl
Efficient determination of the Markovian time-evolution towards a steady-state of a complex open quantum system.
Comput. Phys. Commun.
Thorsteinn H. Jonsson, Andrei Manolescu, Hsi-Sheng Goan, Nzar Rauf Abdullah, Anna Sitek, Chi-Shung Tang, Vidar Gudmundsson
2009 J jnl
Quantum direct communication with mutual authentication.
Quantum Inf. Comput.
Cheng-An Yen, Shi-Jinn Horng, Hsi-Sheng Goan, Tzong-Wann Kao, Yao-Hsin Chou
2003 J jnl
An analysis of reading out the state of a charge quantum bit.
Quantum Inf. Comput.
Hsi-Sheng Goan