Panqi Chen

According to our database, Panqi Chen authored at least 7 papers between 2024 and 2026.

Collaborative distances:

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

2026

StreamPhy: Streaming Inference of High-Dimensional Physical Dynamics via State Space Models.

Panqi Chen, Yifan Sun, Shikai Fang, Xiao Fu, Lei Cheng

CoRR, May, 2026

2025

Generalized Temporal Tensor Decomposition with Rank-revealing Latent-ODE.

Panqi Chen, Lei Cheng, Jianlong Li, Weichang Li, Weiqing Liu, Jiang Bian, Shikai Fang

CoRR, February, 2025

FieldFormer: Self-Supervised Reconstruction of Physical Fields via Tensor Attention Prior.

Panqi Chen, Siyuan Li, Lei Cheng, Xiao Fu, Yik-Chung Wu, Sergios Theodoridis

IEEE Trans. Signal Process., 2025

Generating Full-field Evolution of Physical Dynamics from Irregular Sparse Observations.

Panqi Chen, Yifan Sun, Lei Cheng, Yang Yang, Weichang Li, Yang Liu, Weiqing Liu, Jiang Bian, Shikai Fang

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

Functional Complexity-adaptive Temporal Tensor Decomposition.

Panqi Chen, Lei Cheng, Jianlong Li, Weichang Li, Weiqing Liu, Jiang Bian, Shikai Fang

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

Deep Tensor Learning for Reliable Channel Charting from Incomplete and Noisy Measurements.

Ge Chen, Panqi Chen, Lei Cheng

Proceedings of the 33rd European Signal Processing Conference, 2025

2024

Estimating Channels With Hundreds of Sub-Paths for MU-MIMO Uplink: A Structured High-Rank Tensor Approach.

Panqi Chen, Lei Cheng

IEEE Signal Process. Lett., 2024