Concepedia

Banghua Zhu

BZ

13

Publications

392

Citations

11

H-Index

2018

Active since

Affiliations

University of California, Berkeley(Current)

Beijing Advanced Sciences and Innovation Center

University of Science and Technology Beijing

Oak Ridge National Laboratory

Tsinghua University

Banghua Zhu is an author at University of California, Berkeley specializing in engineering, machine learning, and computer science.

Top concepts

EngineeringMachine LearningComputer ScienceData ScienceArtificial IntelligenceRobot LearningStatistical InferenceStatisticsDeep LearningEstimation Theory

Publications per year

2018–2025

13

Publications

13

Joint Transceiver Optimization for Wireless Communication PHY Using Neural Network

Banghua Zhu, Jintao Wang, Longzhuang He et al. · IEEE Journal on Selected Areas in Communications · 2019 · 112 citations

Wireless Communications, Convolutional Neural Network, Cross-layer Optimization +18

Bridging Offline Reinforcement Learning and Imitation Learning: A Tale of Pessimism

Paria Rashidinejad, Banghua Zhu, Cong Ma et al. · IEEE Transactions on Information Theory · 2022 · 53 citations

Artificial Intelligence, Engineering, Machine Learning +20

Deconstructing Generative Adversarial Networks

Banghua Zhu, Jiantao Jiao, David Tse · IEEE Transactions on Information Theory · 2020 · 40 citations

Artificial Intelligence, Engineering, Machine Learning +12

Boosting Energy-Storage in High-Entropy Pb-Free Relaxors Engineered by Local Lattice Distortion

Banghua Zhu, Ji Zhang, Feixiang Long et al. · Journal of the American Chemical Society · 2024 · 35 citations

Sparse Tensor Decomposition for Haplotype Assembly of Diploids and Polyploids

Abolfazl Hashemi, Banghua Zhu, Haris Vikalo · BMC Genomics · 2018 · 30 citations · Full text

Rows per page

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