Daniel Chen

According to our database, Daniel Chen authored at least 12 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2025

A Variational Framework for Residual-Based Adaptivity in Neural PDE Solvers and Operator Learning.

Juan Diego Toscano, Daniel T. Chen, Vivek Oommen, Jérôme Darbon, George Em Karniadakis

CoRR, September, 2025

Capacity of a Class of Fully Observed Multistate Poisson-Type Signal Transduction Channels.

Daniel T. Chen, Andrew W. Eckford, Peter J. Thomas

Proceedings of the IEEE International Symposium on Information Theory, 2025

2024

Efficient Circuit Wire Cutting Based on Commuting Groups.

Xinpeng Li, Vinooth Kulkarni, Daniel T. Chen, Qiang Guan, Weiwen Jiang, Ning Xie, Shuai Xu, Vipin Chaudhary

Proceedings of the IEEE International Conference on Quantum Computing and Engineering, 2024

2023

Online Detection of Golden Circuit Cutting Points.

Daniel T. Chen, Ethan H. Hansen, Xinpeng Li, Aaron Orenstein, Vinooth Kulkarni, Vipin Chaudhary, Qiang Guan, Ji Liu, Yang Zhang, Shuai Xu

Proceedings of the IEEE International Conference on Quantum Computing and Engineering, 2023

Efficient Quantum Circuit Cutting by Neglecting Basis Elements.

Daniel T. Chen, Ethan H. Hansen, Xinpeng Li, Vinooth Kulkarni, Vipin Chaudhary, Bin Ren, Qiang Guan, Sanmukh Kuppannagari, Ji Liu, Shuai Xu

Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2023

2022

Explicitly Solvable Continuous-Time Inference for Partially Observed Markov Processes.

Daniel Chen, Alexander G. Strang, Andrew W. Eckford, Peter J. Thomas

IEEE Trans. Signal Process., 2022

Approximate Quantum Circuit Reconstruction.

Daniel Chen, Betis Baheri, Vipin Chaudhary, Qiang Guan, Ning Xie, Shuai Xu

Proceedings of the IEEE International Conference on Quantum Computing and Engineering, 2022

QuClassi: A Hybrid Deep Neural Network Architecture based on Quantum State Fidelity.

Samuel Alexander Stein, Betis Baheri, Daniel Chen, Ying Mao, Qiang Guan, Ang Li, Shuai Xu, Caiwen Ding

Proceedings of the Fifth Conference on Machine Learning and Systems, 2022

2021

QuGAN: A Quantum State Fidelity based Generative Adversarial Network.

Samuel Alexander Stein, Betis Baheri, Daniel Chen, Ying Mao, Qiang Guan, Ang Li, Bo Fang, Shuai Xu

Proceedings of the IEEE International Conference on Quantum Computing and Engineering, 2021

TQEA: Temporal Quantum Error Analysis.

Betis Baheri, Daniel Chen, Bo Fang, Samuel Alexander Stein, Vipin Chaudhary, Ying Mao, Shuai Xu, Ang Li, Qiang Guan

Proceedings of the 51st Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2021

2020

Quantum-Inspired Classical Algorithm for Slow Feature Analysis.

Daniel Chen, Yekun Xu, Betis Baheri, Samuel Alexander Stein, Chuan Bi, Ying Mao, Qiang Quan, Shuai Xu

CoRR, 2020

Quantum-Inspired Classical Algorithm for Principal Component Regression.

Daniel Chen, Yekun Xu, Betis Baheri, Chuan Bi, Ying Mao, Qiang Quan, Shuai Xu

CoRR, 2020