Zheng Zhang

High-Dimensional Uncertainty Quantification via Tensor Regression With Rank Determination and Adaptive Sampling

Zichang He, Zheng Zhang, Zheng Zhang, 2021, IEEE Transactions on Components, Packaging and Manufacturing Technology.

Fast Search of the Optimal Contraction Sequence in Tensor Networks

Lei Deng, Guoqi Li, Xing Hu, 2021, IEEE Journal of Selected Topics in Signal Processing.

PoBO: A Polynomial Bounding Method for Chance-Constrained Yield-Aware Optimization of Photonic ICs

Zichang He, Zheng Zhang, Zheng Zhang, 2021, IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems.

3U-EdgeAI: Ultra-Low Memory Training, Ultra-Low Bitwidth Quantization, and Ultra-Low Latency Acceleration

Cong Hao, Cole Hawkins, Zheng Zhang, 2021, ACM Great Lakes Symposium on VLSI.

High-Dimensional Uncertainty Quantification via Rank- and Sample-Adaptive Tensor Regression pdf

Zichang He, Zheng Zhang, Zheng Zhang, 2021, ArXiv.