Chi-Sheng Chen

According to our database, Chi-Sheng Chen authored at least 32 papers between 2015 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Exploring the Potential of QEEGNet for Cross-task and Cross-dataset Electroencephalography Encoding with Quantum Machine Learning.

Chi-Sheng Chen, Samuel Yen-Chi Chen, Huan-Hsin Tseng

J. Signal Process. Syst., June, 2026

Gated QKAN-FWP: Scalable Quantum-inspired Sequence Learning.

Kuo-Chung Peng, Samuel Yen-Chi Chen, Jiun-Cheng Jiang, Chen-Yu Liu, En-Jui Kuo, Yun-Yuan Wang, Prayag Tiwari, Andrea Ceschini, Chi-Sheng Chen, Yu-Chao Hsu, Chun-Hua Lin, Tai-Yue Li, Antonello Rosato, Massimo Panella, Simon See, Saif Al-Kuwari, Kuan-Cheng Chen, Nan-Yow Chen, Hsi-Sheng Goan

CoRR, May, 2026

Unsupervised Sensitivity Prior Generation With Diffusion Model for EIT Image Reconstruction.

Zichen Wang, Tao Zhang, Xinyu Zhang, Rong Fu, Daniel de la Calle, Chi-Sheng Chen, Augustine E. Loshelder, Xiaoyan Chen, Qi Wang

IEEE Trans. Ind. Informatics, April, 2026

Do Quantum Transformers Help? A Systematic VQC Architecture Comparison on Tabular Benchmarks.

Chi-Sheng Chen, En-Jui Kuo

CoRR, April, 2026

Detection and tracking of a gauze sponge in minimally invasive surgery using a YOLO and R-CNN based model.

Shuo-Lun Lai, Yung-Chien Chou, Chi-Sheng Chen, Tzu-Chia Tung, Been-Ren Lin, Ruey-Feng Chang

Medical Biol. Eng. Comput., February, 2026

Few-Shot Continual Learning for 3D Brain MRI with Frozen Foundation Models.

Chi-Sheng Chen, Xinyu Zhang, Guan-Ying Chen, Qiuzhe Xie, Fan Zhang, En-Jui Kuo

CoRR, February, 2026

FreqLens: Interpretable Frequency Attribution for Time Series Forecasting.

Chi-Sheng Chen, Xinyu Zhang, En-Jui Kuo, Guan-Ying Chen, Qiuzhe Xie, Fan Zhang

CoRR, February, 2026

A Unified SPD Token Transformer Framework for EEG Classification: Systematic Comparison of Geometric Embeddings.

Chi-Sheng Chen, En-Jui Kuo, Guan-Ying Chen, Xinyu Zhang, Fan Zhang

CoRR, January, 2026

2025

Quantum Temporal Convolutional Neural Networks for Cross-Sectional Equity Return Prediction: A Comparative Benchmark Study.

Chi-Sheng Chen, Xinyu Zhang, Rong Fu, Qiuzhe Xie, Fan Zhang

CoRR, December, 2025

Quantum and Classical Machine Learning in Decentralized Finance: Comparative Evidence from Multi-Asset Backtesting of Automated Market Makers.

Chi-Sheng Chen, Aidan Hung-Wen Tsai

CoRR, October, 2025

Quantum Adaptive Self-Attention for Financial Rebalancing: An Empirical Study on Automated Market Makers in Decentralized Finance.

Chi-Sheng Chen, Aidan Hung-Wen Tsai

CoRR, September, 2025

Quantum Reinforcement Learning-Guided Diffusion Model for Image Synthesis via Hybrid Quantum-Classical Generative Model Architectures.

Chi-Sheng Chen, En-Jui Kuo

CoRR, September, 2025

Quantum-Enhanced Natural Language Generation: A Multi-Model Framework with Hybrid Quantum-Classical Architectures.

Chi-Sheng Chen, En-Jui Kuo

CoRR, August, 2025

Q-DPTS: Quantum Differentially Private Time Series Forecasting via Variational Quantum Circuits.

Chi-Sheng Chen, Samuel Yen-Chi Chen

CoRR, August, 2025

Benchmarking Quantum and Classical Sequential Models for Urban Telecommunication Forecasting.

Chi-Sheng Chen, Samuel Yen-Chi Chen, Yun-Cheng Tsai

CoRR, August, 2025

Vision-QRWKV: Exploring Quantum-Enhanced RWKV Models for Image Classification.

Chi-Sheng Chen

CoRR, June, 2025

EEG2TEXT-CN: An Exploratory Study of Open-Vocabulary Chinese Text-EEG Alignment via Large Language Model and Contrastive Learning on ChineseEEG.

Jacky Tai-Yu Lu, Jung Chiang, Chi-Sheng Chen, Anna Nai-Yun Tung, Hsiang Wei Hu, Yuan Chiao Cheng

CoRR, June, 2025

Unraveling Quantum Environments: Transformer-Assisted Learning in Lindblad Dynamics.

Chi-Sheng Chen, En-Jui Kuo

CoRR, May, 2025

Quantum Adaptive Self-Attention for Quantum Transformer Models.

Chi-Sheng Chen, En-Jui Kuo

CoRR, April, 2025

Reinforcing Clinical Decision Support through Multi-Agent Systems and Ethical AI Governance.

Ying-Jung Chen, Ahmad Albarqawi, Chi-Sheng Chen

CoRR, April, 2025

Quantum Generative Models for Image Generation: Insights from MNIST and MedMNIST.

Chi-Sheng Chen, Wei An Hou, Hsiang-Wei Hu, Zhen-Sheng Cai

CoRR, April, 2025

Large Cognition Model: Towards Pretrained EEG Foundation Model.

Chi-Sheng Chen, Ying-Jung Chen, Aidan Hung-Wen Tsai

CoRR, February, 2025

Optimizing Supply Chain Networks with the Power of Graph Neural Networks.

Chi-Sheng Chen, Ying-Jung Chen

CoRR, January, 2025

Quantum Reinforcement Learning Trading Agent for Sector Rotation in the Taiwan Stock Market.

Chi-Sheng Chen, Xinyu Zhang, Ya-Chuan Chen

Proceedings of the IEEE International Conference on Quantum Computing and Engineering, 2025

Quantum Multimodal Contrastive Learning Framework.

Chi-Sheng Chen, Aidan Hung-Wen Tsai, Sheng-Chieh Huang

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

Enhancing Clinical Decision-Making: Integrating Multi-Agent Systems with Ethical AI Governance.

Ying-Jung Chen, Ahmad Albarqawi, Chi-Sheng Chen

Proceedings of the IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology, 2025

2024

Psycho Gundam: Electroencephalography based real-time robotic control system with deep learning.

Chi-Sheng Chen, Wei-Sheng Wang

CoRR, 2024

NECOMIMI: Neural-Cognitive Multimodal EEG-informed Image Generation with Diffusion Models.

Chi-Sheng Chen

CoRR, 2024

Mind's Eye: Image Recognition by EEG via Multimodal Similarity-Keeping Contrastive Learning.

Chi-Sheng Chen, Chun-Shu Wei

CoRR, 2024

Res-VMamba: Fine-Grained Food Category Visual Classification Using Selective State Space Models with Deep Residual Learning.

Chi-Sheng Chen, Guan-Ying Chen, Dong Zhou, Di Jiang, Dai-Shi Chen

CoRR, 2024

QEEGNet: Quantum Machine Learning for Enhanced Electroencephalography Encoding.

Chi-Sheng Chen, Samuel Yen-Chi Chen, Aidan Hung-Wen Tsai, Chun-Shu Wei

Proceedings of the IEEE Workshop on Signal Processing Systemsm, 2024

2015

The Robust FlexRay Communication Network with Distributed Fault-Tolerant Mechanisms Applied in X-by-Wire System.

Yi-Chan Hung, Chi-Sheng Chen, Yao Jhong Liou, Zuo Wen Wang, Yung-Hoh Sheu

Proceedings of the New Trends on System Sciences and Engineering, 2015