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Banghua Zhu
Observed name:
Zhu, Banghua
Institution:
University of Washington
Observed institutions:
Microsoft (United States),
Google (United States),
University of Washington,
University of Michigan,
University of Science and Technology Beijing,
University of California, Berkeley,
Tsinghua University
show all 7
ORCID:
0000-0002-7320-3533
Observed ORCID:
0000-0002-7320-3533
OpenAlex ID:
A5031613608
Joint Transceiver Optimization for Wireless Communication PHY Using Neural Network
2019
·
Banghua Zhu
, Jintao Wang
, et al.
·
IEEE Journal on Selected Areas in Communications
·
116
Boosting Energy-Storage in High-Entropy Pb-Free Relaxors Engineered by Local Lattice Distortion
2024
·
Banghua Zhu
, Ji Zhang
, et al.
·
Journal of the American Chemical Society
·
63
Bridging Offline Reinforcement Learning and Imitation Learning: A Tale of Pessimism
2022
·
Paria Rashidinejad
, Banghua Zhu
, et al.
·
IEEE Transactions on Information Theory
·
56
PDF
Designing Pb-Free High-Entropy Relaxor Ferroelectrics with Machine Learning Assistance for High Energy Storage
2025
·
Banghua Zhu
, Xingcheng Wang
, et al.
·
Journal of the American Chemical Society
·
38
Deconstructing Generative Adversarial Networks
2020
·
Banghua Zhu
, Jiantao Jiao
, et al.
·
IEEE Transactions on Information Theory
·
36
PDF
Generalized resilience and robust statistics
2022
·
Banghua Zhu
, Jiantao Jiao
, et al.
·
The Annals of Statistics
·
31
PDF
Sparse Tensor Decomposition for Haplotype Assembly of Diploids and Polyploids
2018
·
Abolfazl Hashemi
, Banghua Zhu
, et al.
·
BMC Genomics
·
28
PDF
Robust estimation via generalized quasi-gradients
2021
·
Banghua Zhu
, Jiantao Jiao
, et al.
·
Information and Inference A Journal of the IMA
·
21
PDF
Jump-Start Reinforcement Learning
2022
·
Uchendu, Ikechukwu
, Xiao, Ted
, et al.
·
arXiv (Cornell University)
·
17
PDF
Principled Reinforcement Learning with Human Feedback from Pairwise or $K$-wise Comparisons
2023
·
Zhu, Banghua
, Jiao, Jiantao
, et al.
·
arXiv (Cornell University)
·
16
PDF
When does the Tukey Median work?
2020
·
Banghua Zhu
, Jiantao Jiao
, et al.
·
IEEE International Symposium on Information Theory (ISIT)
·
14
PDF
The Sample Complexity of Online Contract Design
2023
·
Banghua Zhu
, Stephen Bates
, et al.
·
ACM Conference on Economics and Computation (EC)
·
13
PDF
S-LoRA: Serving Thousands of Concurrent LoRA Adapters
2023
·
Sheng, Ying
, Cao, Shiyi
, et al.
·
arXiv (Cornell University)
·
7
PDF
Joint Transceiver Optimization for Wireless Communication PHY with Convolutional Neural Network
2018
·
Zhu, Banghua
, Wang, Jintao
, et al.
·
arXiv (Cornell University)
·
6
PDF
Guided Online Distillation: Promoting Safe Reinforcement Learning by Offline Demonstration
2024
·
Jinning Li
, Xinyi Liu
, et al.
·
Proceedings - IEEE International Conference on Robotics and Automation/Proceedings
·
5
PDF
Generative AI Security: Challenges and Countermeasures
2024
·
Zhu, Banghua
, Mu, Norman
, et al.
·
arXiv (Cornell University)
·
5
PDF
Fine-Tuning Language Models with Advantage-Induced Policy Alignment
2023
·
Zhu, Banghua
, Sharma, Hiteshi
, et al.
·
arXiv (Cornell University)
·
5
PDF
Robust Estimation for Non-parametric Families via Generative Adversarial Networks
2022
·
Banghua Zhu
, Jiantao Jiao
, et al.
·
IEEE International Symposium on Information Theory (ISIT)
·
5
PDF
Fairness in Serving Large Language Models
2023
·
Sheng, Ying
, Cao, Shiyi
, et al.
·
arXiv (Cornell University)
·
4
PDF
Pairwise Proximal Policy Optimization: Harnessing Relative Feedback for LLM Alignment
2023
·
Wu, Tianhao
, Zhu, Banghua
, et al.
·
arXiv (Cornell University)
·
4
PDF
Linear Representation Meta-Reinforcement Learning for Instant Adaptation
2021
·
Peng, Matt
, Zhu, Banghua
, et al.
·
arXiv (Cornell University)
·
4
PDF
Online Learning in a Creator Economy
2026
·
Banghua Zhu
, Sai Praneeth Karimireddy
, et al.
·
Artificial Intelligence Science and Engineering
·
3
PDF
Taming Overconfidence in LLMs: Reward Calibration in RLHF
2024
·
Leng, Jixuan
, Huang, Chengsong
, et al.
·
arXiv (Cornell University)
·
3
PDF
Minimax Off-Policy Evaluation for Multi-Armed Bandits
2022
·
Cong Ma
, Banghua Zhu
, et al.
·
IEEE Transactions on Information Theory
·
3
PDF
Online Learning in Stackelberg Games with an Omniscient Follower
2023
·
Zhao, Geng
, Zhu, Banghua
, et al.
·
arXiv (Cornell University)
·
2
PDF
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Works count:
44
Citation count:
509
H-index:
12
I10-index:
12
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