b'Kai Wu'

research

∙ 09/05/2023

Model-agnostic network inference enhancement from noisy measurements via curriculum learning

Noise is a pervasive element within real-world measurement data, signifi...

0 Kai Wu, et al. ∙

research

∙ 08/30/2023

Semi-supervised Domain Adaptation with Inter and Intra-domain Mixing for Semantic Segmentation

Despite recent advances in semantic segmentation, an inevitable challeng...

0 WeiFu Fu, et al. ∙

research

∙ 05/27/2023

Pre-trained transformer for adversarial purification

With more and more deep neural networks being deployed as various daily ...

0 Kai Wu, et al. ∙

research

∙ 04/24/2023

B2Opt: Learning to Optimize Black-box Optimization with Little Budget

Learning to optimize (L2O) has emerged as a powerful framework for black...

0 XiaoBin Li, et al. ∙

research

∙ 04/19/2023

LEA: Beyond Evolutionary Algorithms via Learned Optimization Strategy

Evolutionary algorithms (EAs) have emerged as a powerful framework for e...

0 Kai Wu, et al. ∙

research

∙ 04/11/2023

A Self-attention Knowledge Domain Adaptation Network for Commercial Lithium-ion Batteries State-of-health Estimation under Shallow Cycles

Accurate state-of-health (SOH) estimation is critical to guarantee the s...

0 Xin Chen, et al. ∙

research

∙ 03/13/2023

Transferable Deep Learning Power System Short-Term Voltage Stability Assessment with Physics-Informed Topological Feature Engineering

Deep learning (DL) algorithms have been widely applied to short-term vol...

0 Zijian Feng, et al. ∙

research

∙ 01/19/2023

Discover governing differential equations from evolving systems

Discovering the governing equations of evolving systems from available o...

19 Yuanyuan Li, et al. ∙

research

∙ 11/28/2022

Higher-order Knowledge Transfer for Dynamic Community Detection with Great Changes

Network structure evolves with time in the real world, and the discovery...

0 Huixin Ma, et al. ∙

research

∙ 11/07/2022

Uplink Sensing Using CSI Ratio in Perceptive Mobile Networks

Uplink sensing in perceptive mobile networks (PMNs), which uses uplink c...

0 Zhitong Ni, et al. ∙

research

∙ 10/20/2022

DIICAN: Dual Time-scale State-Coupled Co-estimation of SOC, SOH and RUL for Lithium-Ion Batteries

Accurate co-estimations of battery states, such as state-of-charge (SOC)...

0 Ningbo Cai, et al. ∙

research

∙ 09/20/2022

Rethinking Dimensionality Reduction in Grid-based 3D Object Detection

Bird's eye view (BEV) is widely adopted by most of the current point clo...

10 Dihe Huang, et al. ∙

research

∙ 08/21/2022

Simultaneous Beam and User Selection for the Beamspace mmWave/THz Massive MIMO Downlink

Beamspace millimeter-wave (mmWave) and terahertz (THz) massive MIMO cons...

0 Kai Wu, et al. ∙

research

∙ 08/21/2022

Joint Communications and Sensing Employing Optimized MIMO-OFDM Signals

Joint communication and sensing (JCAS) has the potential to improve the ...

0 Kai Wu, et al. ∙

research

∙ 04/07/2022

A Multi-Transformation Evolutionary Framework for Influence Maximization in Social Networks

Influence maximization is a key issue for mining the deep information of...

2 Chao Wang, et al. ∙

research

∙ 03/15/2022

Fast and Accurate Linear Fitting for Incompletely Sampled Gaussian Function With a Long Tail

Fitting experiment data onto a curve is a common signal processing techn...

0 Kai Wu, et al. ∙

research

∙ 03/04/2022

Class-Aware Contrastive Semi-Supervised Learning

Pseudo-label-based semi-supervised learning (SSL) has achieved great suc...

1 Fan Yang, et al. ∙

research

∙ 02/25/2022

Learning Multi-Task Gaussian Process Over Heterogeneous Input Domains

Multi-task Gaussian process (MTGP) is a well-known non-parametric Bayesi...

2 Haitao Liu, et al. ∙

research

∙ 01/04/2022

Evolutionary Multitasking AUC Optimization

Learning to optimize the area under the receiver operating characteristi...

5 Chao Wang, et al. ∙

research

∙ 01/04/2022

What Knowledge can be Transferred Between Network Reconstruction and Community Detection?

This paper focuses on inferring network structure and community structur...

6 Kai Wu, et al. ∙

research

∙ 10/19/2020

Frequency-Hopping MIMO Radar-Based Communications: An Overview

Enabled by the advancement in radio frequency technologies, the converge...

0 Kai Wu, et al. ∙

research

∙ 06/13/2020

Enabling Joint Communication and Radio Sensing in Mobile Networks – A Survey

Mobile network is evolving from a communication-only network towards the...

0 Md. Lushanur Rahman, et al. ∙

research

∙ 03/03/2020

Learn to Generate Time Series Conditioned Graphs with Generative Adversarial Nets

Deep learning based approaches have been utilized to model and generate ...

0 Shanchao Yang, et al. ∙

research

∙ 02/16/2020

Demystifying the Performance of HPC Scientific Applications on NVM-based Memory Systems

The emergence of high-density byte-addressable non-volatile memory (NVM)...

0 Ivy Peng, et al. ∙

research

∙ 10/16/2019

UMap: Enabling Application-driven Optimizations for Page Management

Leadership supercomputers feature a diversity of storage, from node-loca...

0 Ivy B. Peng, et al. ∙

research

∙ 09/11/2019

Sentinel: Runtime Data Management on Heterogeneous Main MemorySystems for Deep Learning

Software-managed heterogeneous memory (HM) provides a promising solution...

0 Jie Ren, et al. ∙

research

∙ 06/24/2019

EasyCrash: Exploring Non-Volatility of Non-Volatile Memory for High Performance Computing Under Failures

Emerging non-volatile memory (NVM) is promising for building future HPC....

0 Jie Ren, et al. ∙

research

∙ 03/14/2019

Architecture-Aware, High Performance Transaction for Persistent Memory

Byte-addressable non-volatile main memory (NVM) demands transactional me...

0 Kai Wu, et al. ∙

research

∙ 08/03/2018

Characterization and Comparison of Application Resilience for Serial and Parallel Executions

Soft error of exascale application is a challenge problem in modern HPC....

0 Kai Wu, et al. ∙

research

∙ 05/10/2017

Performance Evaluation and Modeling of HPC I/O on Non-Volatile Memory

HPC applications pose high demands on I/O performance and storage capabi...

0 Wei Liu, et al. ∙

Kai Wu

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