4 citations · 14 across the 10 of their papers we have counts for
10 papers
Coordinating Cross-modal Distillation for Molecular Property Prediction
Hao Zhang, Nan Zhang, Ruixin Zhang +3
In recent years, molecular graph representation learning (GRL) has drawn much more attention in molecular property prediction (MPP) problems. The existing graph methods have demons…
Density Regression with Conditional Support Points
Yunlu Chen, Nan Zhang
Density regression characterizes the conditional density of the response variable given the covariates, and provides much more information than the commonly used conditional mean o…
A spherical harmonics method for processing anisotropic X-ray atomic pair distribution functions
Guanjie Zhang, Hui Liu, Jun Chen +2
A general spherical harmonics method is described for extracting anisotropic pair distribution functions (PDF) in this work. In the structural study of functional crystallized mate…
Optimal Subsampling for Large Sample Ridge Regression
Yunlu Chen, Nan Zhang
Subsampling is a popular approach to alleviating the computational burden for analyzing massive datasets. Recent efforts have been devoted to various statistical models without exp…
Queue-Aware STAR-RIS Assisted NOMA Communication Systems
Nannan Zhang, Yuanwei Liu, Xidong Mu +1
In this paper, the queue-aware simultaneously transmitting and reflecting reconfigurable intelligent surfaces (STAR-RIS) assisted non-orthogonal multiple access (NOMA) communicatio…
A Novel Load Balancing Scheme for Mobile Edge Computing
Zhenhua Duan, Cong Tian, Nan Zhang +5
To overcome long propagation delays for data exchange between the remote cloud data center and end devices in Mobile Cloud Computing (MCC), Mobile Edge Computing (MEC) is merging t…
Multi-User Cooperative Computation Framework Based on Bertrand Game
Nan Zhang, Guopeng Zhang, Kezhi Wang +1
In this paper, a multi-user cooperative computing framework is applied to enable mobile users to utilize available computing resources from other neighboring users via direct commu…
6G for Bridging the Digital Divide: Wireless Connectivity to Remote Areas
Abdelaali Chaoub, Marco Giordani, Brejesh Lall +9
In telecommunications, network service accessibility as a requirement is closely related to equitably serving the population residing at locations that can most appropriately be de…
For Intelligent and Higher Spectrum Efficiency: A Variable Packing Ratio Transmission System Based on Faster-than-Nyquist and Deep Learning
Peiyang Song, Nan Zhang, Lin Cai +2
With the rapid development of various services in wireless communications, spectrum resource has become increasingly valuable. Faster than Nyquist (FTN) signaling, proposed in the…
A Causal Inference Approach to Measure the Vulnerability of Urban Metro Systems
Nan Zhang, Daniel J. Graham, Daniel Hörcher +1
Transit operators need vulnerability measures to understand the level of service degradation under disruptions. This paper contributes to the literature with a novel causal inferen…