b'Di Wu'

research

∙ 08/02/2023

Virtual histological staining of unlabeled autopsy tissue

Histological examination is a crucial step in an autopsy; however, the t...

0 Yuzhu Li, et al. ∙

research

∙ 07/22/2023

Spatial Self-Distillation for Object Detection with Inaccurate Bounding Boxes

Object detection via inaccurate bounding boxes supervision has boosted a...

0 Di Wu, et al. ∙

research

∙ 07/18/2023

On-the-fly machine learning for parametrization of the effective Hamiltonian

The first-principles-based effective Hamiltonian is widely used to predi...

0 Xingyue Ma, et al. ∙

research

∙ 06/23/2023

CeBed: A Benchmark for Deep Data-Driven OFDM Channel Estimation

Deep learning has been extensively used in wireless communication proble...

0 Amal Feriani, et al. ∙

research

∙ 06/19/2023

An Error Correction Mid-term Electricity Load Forecasting Model Based on Seasonal Decomposition

Mid-term electricity load forecasting (LF) plays a critical role in powe...

0 Liping Zhang, et al. ∙

research

∙ 05/24/2023

Lightweight Learner for Shared Knowledge Lifelong Learning

In Lifelong Learning (LL), agents continually learn as they encounter ne...

0 Yunhao Ge, et al. ∙

research

∙ 05/23/2023

Beyond Shared Vocabulary: Increasing Representational Word Similarities across Languages for Multilingual Machine Translation

Using a shared vocabulary is common practice in Multilingual Neural Mach...

0 Di Wu, et al. ∙

research

∙ 05/18/2023

ZeroPrompt: Streaming Acoustic Encoders are Zero-Shot Masked LMs

In this paper, we present ZeroPrompt (Figure 1-(a)) and the correspondin...

0 Xingchen Song, et al. ∙

research

∙ 05/10/2023

FedDWA: Personalized Federated Learning with Online Weight Adjustment

Different from conventional federated learning, personalized federated l...

0 Jiahao Liu, et al. ∙

research

∙ 05/09/2023

BARA: Efficient Incentive Mechanism with Online Reward Budget Allocation in Cross-Silo Federated Learning

Federated learning (FL) is a prospective distributed machine learning fr...

0 Yunchao Yang, et al. ∙

research

∙ 04/11/2023

Communication Efficient DNN Partitioning-based Federated Learning

Efficiently running federated learning (FL) on resource-constrained devi...

0 Di Wu, et al. ∙

research

∙ 03/27/2023

KPEval: Towards Fine-grained Semantic-based Evaluation of Keyphrase Extraction and Generation Systems

Despite the significant advancements in keyphrase extraction and keyphra...

0 Di Wu, et al. ∙

research

∙ 03/25/2023

Edge-Based Video Analytics: A Survey

Edge computing has been getting a momentum with ever-increasing data at ...

0 Miao Hu, et al. ∙

research

∙ 03/23/2023

Mixed-Variable PSO with Fairness on Multi-Objective Field Data Replication in Wireless Networks

Digital twins have shown a great potential in supporting the development...

0 Dun Yuan, et al. ∙

research

∙ 03/22/2023

Policy Reuse for Communication Load Balancing in Unseen Traffic Scenarios

With the continuous growth in communication network complexity and traff...

0 Yi Tian Xu, et al. ∙

research

∙ 03/22/2023

Communication Load Balancing via Efficient Inverse Reinforcement Learning

Communication load balancing aims to balance the load between different ...

0 Abhisek Konar, et al. ∙

research

∙ 03/22/2023

From Wide to Deep: Dimension Lifting Network for Parameter-efficient Knowledge Graph Embedding

Knowledge graph embedding (KGE) that maps entities and relations into ve...

0 Borui Cai, et al. ∙

research

∙ 03/14/2023

Multi-agent Attention Actor-Critic Algorithm for Load Balancing in Cellular Networks

In cellular networks, User Equipment (UE) handoff from one Base Station ...

4 Jikun Kang, et al. ∙

research

∙ 03/11/2023

Anomaly Detection with Ensemble of Encoder and Decoder

Hacking and false data injection from adversaries can threaten power gri...

0 Xijuan Sun, et al. ∙

research

∙ 02/25/2023

Online Sparse Streaming Feature Selection Using Adapted Classification

Traditional feature selections need to know the feature space before lea...

0 Ruiyang Xu, et al. ∙

research

∙ 02/14/2023

Perfect divisibility and coloring of some fork-free graphs

A hole is an induced cycle of length at least four, and an odd hole is a...

0 Di Wu, et al. ∙

research

∙ 02/07/2023

Adaptive Aggregation for Safety-Critical Control

Safety has been recognized as the central obstacle to preventing the use...

0 Huiliang Zhang, et al. ∙

research

∙ 02/03/2023

Self-Supervised Transformer Architecture for Change Detection in Radio Access Networks

Radio Access Networks (RANs) for telecommunications represent large aggl...

0 Igor Kozlov, et al. ∙

research

∙ 02/01/2023

Task Placement and Resource Allocation for Edge Machine Learning: A GNN-based Multi-Agent Reinforcement Learning Paradigm

Machine learning (ML) tasks are one of the major workloads in today's ed...

0 Yihong Li, et al. ∙

research

∙ 12/20/2022

Original or Translated? On the Use of Parallel Data for Translation Quality Estimation

Machine Translation Quality Estimation (QE) is the task of evaluating tr...

0 Baopu Qiu, et al. ∙

research

∙ 12/20/2022

Pre-trained Language Models for Keyphrase Generation: A Thorough Empirical Study

Neural models that do not rely on pre-training have excelled in the keyp...

0 Di Wu, et al. ∙

research

∙ 12/20/2022

Multi-Metric AutoRec for High Dimensional and Sparse User Behavior Data Prediction

User behavior data produced during interaction with massive items in the...

0 Cheng Liang, et al. ∙

research

∙ 12/15/2022

Relightable Neural Human Assets from Multi-view Gradient Illuminations

Human modeling and relighting are two fundamental problems in computer v...

0 Taotao Zhou, et al. ∙

research

∙ 11/16/2022

Dual Class-Aware Contrastive Federated Semi-Supervised Learning

Federated semi-supervised learning (FSSL), facilitates labeled clients a...

0 Qi Guo, et al. ∙

research

∙ 11/02/2022

Fast-U2++: Fast and Accurate End-to-End Speech Recognition in Joint CTC/Attention Frames

Recently, the unified streaming and non-streaming two-pass (U2/U2++) end...

0 Chengdong Liang, et al. ∙

research

∙ 11/01/2022

TrimTail: Low-Latency Streaming ASR with Simple but Effective Spectrogram-Level Length Penalty

In this paper, we present TrimTail, a simple but effective emission regu...

0 Xingchen Song, et al. ∙

research

∙ 10/31/2022

FusionFormer: Fusing Operations in Transformer for Efficient Streaming Speech Recognition

The recently proposed Conformer architecture which combines convolution ...

0 Xingchen Song, et al. ∙

research

∙ 10/23/2022

MetaEMS: A Meta Reinforcement Learning-based Control Framework for Building Energy Management System

The building sector has been recognized as one of the primary sectors fo...

0 Huiliang Zhang, et al. ∙

research

∙ 08/25/2022

DPAUC: Differentially Private AUC Computation in Federated Learning

Federated learning (FL) has gained significant attention recently as a p...

2 Jiankai Sun, et al. ∙

research

∙ 08/23/2022

FedMCSA: Personalized Federated Learning via Model Components Self-Attention

Federated learning (FL) facilitates multiple clients to jointly train a ...

0 Qi Guo, et al. ∙

research

∙ 08/18/2022

FedComm: Understanding Communication Protocols for Edge-based Federated Learning

Federated learning (FL) trains machine learning (ML) models on devices u...

0 Gary Cleland, et al. ∙

research

∙ 08/16/2022

A Latent Feature Analysis-based Approach for Spatio-Temporal Traffic Data Recovery

Missing data is an inevitable and common problem in data-driven intellig...

0 Yuting Ding, et al. ∙

research

∙ 08/13/2022

An Adam-adjusting-antennae BAS Algorithm for Refining Latent Factors

Extracting the latent information in high-dimensional and incomplete mat...

0 Yuanyi Liu, et al. ∙

research

∙ 06/06/2022

HIFI-Net: A Novel Network for Enhancement to Underwater Images

A novel network for enhancement to underwater images is proposed in this...

0 Jiajia Zhou, et al. ∙

research

∙ 05/27/2022

Architecture-Agnostic Masked Image Modeling – From ViT back to CNN

Masked image modeling (MIM), an emerging self-supervised pre-training me...

6 Siyuan Li, et al. ∙

research

∙ 05/26/2022

Denial-of-Service Attacks on Learned Image Compression

Deep learning techniques have shown promising results in image compressi...

0 Kang Liu, et al. ∙

research

∙ 05/24/2022

Differentially Private AUC Computation in Vertical Federated Learning

Federated learning has gained great attention recently as a privacy-enha...

21 Jiankai Sun, et al. ∙

research

∙ 05/19/2022

Time Series Anomaly Detection via Reinforcement Learning-Based Model Selection

Time series anomaly detection is of critical importance for the reliable...

0 Jiuqi Elise Zhang, et al. ∙

research

∙ 05/01/2022

An Early Fault Detection Method of Rotating Machines Based on Multiple Feature Fusion with Stacking Architecture

Early fault detection (EFD) of rotating machines is important to decreas...

0 Wenbin Song, et al. ∙

research

∙ 04/27/2022

Meta-Learning Based Early Fault Detection for Rolling Bearings via Few-Shot Anomaly Detection

Early fault detection (EFD) of rolling bearings can recognize slight dev...

0 Wenbin Song, et al. ∙

research

∙ 04/16/2022

A Multi-Metric Latent Factor Model for Analyzing High-Dimensional and Sparse data

High-dimensional and sparse (HiDS) matrices are omnipresent in a variety...

0 Di Wu, et al. ∙

research

∙ 04/16/2022

Graph-incorporated Latent Factor Analysis for High-dimensional and Sparse Matrices

A High-dimensional and sparse (HiDS) matrix is frequently encountered in...

0 Di Wu, et al. ∙

research

∙ 04/02/2022

A Differential Evolution-Enhanced Latent Factor Analysis Model for High-dimensional and Sparse Data

High-dimensional and sparse (HiDS) matrices are frequently adopted to de...

0 Jia Chen, et al. ∙

research

∙ 03/29/2022

WeNet 2.0: More Productive End-to-End Speech Recognition Toolkit

Recently, we made available WeNet, a production-oriented end-to-end spee...

0 BinBin Zhang, et al. ∙

research

∙ 03/25/2022

Predicting Peak Day and Peak Hour of Electricity Demand with Ensemble Machine Learning

Battery energy storage systems can be used for peak demand reduction in ...

0 Tao Fu, et al. ∙

Di Wu

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