Chi-Sheng Chen

31 papers C 1Misc 1Journal 27Unranked 2

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Unified SPD Token Transformer Framework for EEG Classification: Systematic Comparison of Geometric Embeddings. CoRR Chi-Sheng Chen, En-Jui Kuo, Guan-Ying Chen, Xinyu Zhang, Fan Zhang
2026	J	`jnl`	Detection and tracking of a gauze sponge in minimally invasive surgery using a YOLO and R-CNN based model. Medical Biol. Eng. Comput. Shuo-Lun Lai, Yung-Chien Chou, Chi-Sheng Chen, Tzu-Chia Tung, Been-Ren Lin, Ruey-Feng Chang
2026	J	`jnl`	Exploring the Potential of QEEGNet for Cross-task and Cross-dataset Electroencephalography Encoding with Quantum Machine Learning. J. Signal Process. Syst. Chi-Sheng Chen, Samuel Yen-Chi Chen, Huan-Hsin Tseng
2026	J	`jnl`	Few-Shot Continual Learning for 3D Brain MRI with Frozen Foundation Models. CoRR Chi-Sheng Chen, Xinyu Zhang, Guan-Ying Chen, Qiuzhe Xie, Fan Zhang, En-Jui Kuo
2026	J	`jnl`	FreqLens: Interpretable Frequency Attribution for Time Series Forecasting. CoRR Chi-Sheng Chen, Xinyu Zhang, En-Jui Kuo, Guan-Ying Chen, Qiuzhe Xie, Fan Zhang
2026	J	`jnl`	Unsupervised Sensitivity Prior Generation With Diffusion Model for EIT Image Reconstruction. IEEE Trans. Ind. Informatics Zichen Wang, Tao Zhang, Xinyu Zhang, Rong Fu, Daniel de la Calle, Chi-Sheng Chen, Augustine E. Loshelder, Xiaoyan Chen, Qi Wang
2025	J	`jnl`	Benchmarking Quantum and Classical Sequential Models for Urban Telecommunication Forecasting. CoRR Chi-Sheng Chen, Samuel Yen-Chi Chen, Yun-Cheng Tsai
2025	J	`jnl`	EEG2TEXT-CN: An Exploratory Study of Open-Vocabulary Chinese Text-EEG Alignment via Large Language Model and Contrastive Learning on ChineseEEG. CoRR Jacky Tai-Yu Lu, Jung Chiang, Chi-Sheng Chen, Anna Nai-Yun Tung, Hsiang Wei Hu, Yuan Chiao Cheng
2025	C	`conf`	Enhancing Clinical Decision-Making: Integrating Multi-Agent Systems with Ethical AI Governance. CIBCB Ying-Jung Chen, Ahmad Albarqawi, Chi-Sheng Chen
2025	J	`jnl`	Exploring the Potential of QEEGNet for Cross-Task and Cross-Dataset Electroencephalography Encoding with Quantum Machine Learning. CoRR Chi-Sheng Chen, Samuel Yen-Chi Chen, Huan-Hsin Tseng
2025	J	`jnl`	Large Cognition Model: Towards Pretrained EEG Foundation Model. CoRR Chi-Sheng Chen, Ying-Jung Chen, Aidan Hung-Wen Tsai
2025	J	`jnl`	Optimizing Supply Chain Networks with the Power of Graph Neural Networks. CoRR Chi-Sheng Chen, Ying-Jung Chen
2025	J	`jnl`	Q-DPTS: Quantum Differentially Private Time Series Forecasting via Variational Quantum Circuits. CoRR Chi-Sheng Chen, Samuel Yen-Chi Chen
2025	J	`jnl`	Quantum Adaptive Self-Attention for Financial Rebalancing: An Empirical Study on Automated Market Makers in Decentralized Finance. CoRR Chi-Sheng Chen, Aidan Hung-Wen Tsai
2025	J	`jnl`	Quantum Adaptive Self-Attention for Quantum Transformer Models. CoRR Chi-Sheng Chen, En-Jui Kuo
2025	J	`jnl`	Quantum Generative Models for Image Generation: Insights from MNIST and MedMNIST. CoRR Chi-Sheng Chen, Wei An Hou, Hsiang-Wei Hu, Zhen-Sheng Cai
2025	Misc	`conf`	Quantum Multimodal Contrastive Learning Framework. ICASSP Chi-Sheng Chen, Aidan Hung-Wen Tsai, Sheng-Chieh Huang
2025	J	`jnl`	Quantum Reinforcement Learning Trading Agent for Sector Rotation in the Taiwan Stock Market. CoRR Chi-Sheng Chen, Xinyu Zhang, Ya-Chuan Chen
2025	J	`jnl`	Quantum Reinforcement Learning-Guided Diffusion Model for Image Synthesis via Hybrid Quantum-Classical Generative Model Architectures. CoRR Chi-Sheng Chen, En-Jui Kuo
2025	J	`jnl`	Quantum Temporal Convolutional Neural Networks for Cross-Sectional Equity Return Prediction: A Comparative Benchmark Study. CoRR Chi-Sheng Chen, Xinyu Zhang, Rong Fu, Qiuzhe Xie, Fan Zhang
2025	J	`jnl`	Quantum and Classical Machine Learning in Decentralized Finance: Comparative Evidence from Multi-Asset Backtesting of Automated Market Makers. CoRR Chi-Sheng Chen, Aidan Hung-Wen Tsai
2025	J	`jnl`	Quantum-Enhanced Natural Language Generation: A Multi-Model Framework with Hybrid Quantum-Classical Architectures. CoRR Chi-Sheng Chen, En-Jui Kuo
2025	J	`jnl`	Reinforcing Clinical Decision Support through Multi-Agent Systems and Ethical AI Governance. CoRR Ying-Jung Chen, Ahmad Albarqawi, Chi-Sheng Chen
2025	J	`jnl`	Unraveling Quantum Environments: Transformer-Assisted Learning in Lindblad Dynamics. CoRR Chi-Sheng Chen, En-Jui Kuo
2025	J	`jnl`	Vision-QRWKV: Exploring Quantum-Enhanced RWKV Models for Image Classification. CoRR Chi-Sheng Chen
2024	J	`jnl`	Mind's Eye: Image Recognition by EEG via Multimodal Similarity-Keeping Contrastive Learning. CoRR Chi-Sheng Chen, Chun-Shu Wei
2024	J	`jnl`	NECOMIMI: Neural-Cognitive Multimodal EEG-informed Image Generation with Diffusion Models. CoRR Chi-Sheng Chen
2024	J	`jnl`	Psycho Gundam: Electroencephalography based real-time robotic control system with deep learning. CoRR Chi-Sheng Chen, Wei-Sheng Wang
2024	—	`conf`	QEEGNet: Quantum Machine Learning for Enhanced Electroencephalography Encoding. SiPS Chi-Sheng Chen, Samuel Yen-Chi Chen, Aidan Hung-Wen Tsai, Chun-Shu Wei
2024	J	`jnl`	Res-VMamba: Fine-Grained Food Category Visual Classification Using Selective State Space Models with Deep Residual Learning. CoRR Chi-Sheng Chen, Guan-Ying Chen, Dong Zhou, Di Jiang, Dai-Shi Chen
2015	—	`conf`	The Robust FlexRay Communication Network with Distributed Fault-Tolerant Mechanisms Applied in X-by-Wire System. ICSSE Yi-Chan Hung, Chi-Sheng Chen, Yao Jhong Liou, Zuo Wen Wang, Yung-Hoh Sheu