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Gao, Weihao
16 publications
ICML
2023
Machine Learning Force Fields with Data Cost Aware Training
Alexander Bukharin
,
Tianyi Liu
,
Shengjie Wang
,
Simiao Zuo
,
Weihao Gao
,
Wen Yan
,
Tuo Zhao
NeurIPSW
2023
Machine Learning Force Fields with Data Cost Aware Training
Alexander Bukharin
,
Tianyi Liu
,
Shengjie Wang
,
Simiao Zuo
,
Weihao Gao
,
Wen Yan
,
Tuo Zhao
ICLR
2022
Label Leakage and Protection in Two-Party Split Learning
Oscar Li
,
Jiankai Sun
,
Xin Yang
,
Weihao Gao
,
Hongyi Zhang
,
Junyuan Xie
,
Virginia Smith
,
Chong Wang
NeurIPSW
2022
Learning Regularized Positional Encoding for Molecular Prediction
Xiang Gao
,
Weihao Gao
,
Wenzhi Xiao
,
Zhirui Wang
,
Chong Wang
,
Liang Xiang
UAI
2022
PathFlow: A Normalizing Flow Generator That Finds Transition Paths
Tianyi Liu
,
Weihao Gao
,
Zhirui Wang
,
Chong Wang
NeurIPSW
2022
Supervised Pretraining for Molecular Force Fields and Properties Prediction
Xiang Gao
,
Weihao Gao
,
Wenzhi Xiao
,
Zhirui Wang
,
Chong Wang
,
Liang Xiang
NeurIPSW
2021
Learning Large-Time-Step Molecular Dynamics with Graph Neural Networks
Tianze Zheng
,
Weihao Gao
,
Chong Wang
NeurIPSW
2021
Learning to Simulate Unseen Physical Systems with Graph Neural Networks
Ce Yang
,
Weihao Gao
,
Di Wu
,
Chong Wang
AAAI
2020
Information-Theoretic Understanding of Population Risk Improvement with Model Compression
Yuheng Bu
,
Weihao Gao
,
Shaofeng Zou
,
Venugopal V. Veeravalli
AISTATS
2019
Learning One-Hidden-Layer Neural Networks Under General Input Distributions
Weihao Gao
,
Ashok V. Makkuva
,
Sewoong Oh
,
Pramod Viswanath
ICML
2019
Rate Distortion for Model Compression:From Theory to Practice
Weihao Gao
,
Yu-Han Liu
,
Chong Wang
,
Sewoong Oh
NeurIPS
2018
The Nearest Neighbor Information Estimator Is Adaptively near Minimax Rate-Optimal
Jiantao Jiao
,
Weihao Gao
,
Yanjun Han
NeurIPS
2017
Discovering Potential Correlations via Hypercontractivity
Hyeji Kim
,
Weihao Gao
,
Sreeram Kannan
,
Sewoong Oh
,
Pramod Viswanath
NeurIPS
2017
Estimating Mutual Information for Discrete-Continuous Mixtures
Weihao Gao
,
Sreeram Kannan
,
Sewoong Oh
,
Pramod Viswanath
NeurIPS
2016
Breaking the Bandwidth Barrier: Geometrical Adaptive Entropy Estimation
Weihao Gao
,
Sewoong Oh
,
Pramod Viswanath
ICML
2016
Conditional Dependence via Shannon Capacity: Axioms, Estimators and Applications
Weihao Gao
,
Sreeram Kannan
,
Sewoong Oh
,
Pramod Viswanath