b'Shen Wang'

research

∙ 09/15/2023

MIML: Multiplex Image Machine Learning for High Precision Cell Classification via Mechanical Traits within Microfluidic Systems

Label-free cell classification is advantageous for supplying pristine ce...

0 Khayrul Islam, et al. ∙

research

∙ 09/10/2023

AVARS – Alleviating Unexpected Urban Road Traffic Congestion using UAVs

Reducing unexpected urban traffic congestion caused by en-route events (...

0 Jiaying Guo, et al. ∙

research

∙ 06/09/2023

Spoofing Against Spoofing: Towards Caller ID Verification In Heterogeneous Telecommunication Systems

Caller ID spoofing is a global industry problem and often acts as a crit...

0 Shen Wang, et al. ∙

research

∙ 04/20/2023

Train Your Own GNN Teacher: Graph-Aware Distillation on Textual Graphs

How can we learn effective node representations on textual graphs? Graph...

0 Costas Mavromatis, et al. ∙

research

∙ 02/13/2023

STREET: A Multi-Task Structured Reasoning and Explanation Benchmark

We introduce STREET, a unified multi-task and multi-domain natural langu...

0 Danilo Ribeiro, et al. ∙

research

∙ 12/14/2022

A Survey on Privacy of Personal and Non-Personal Data in B5G/6G Networks

The upcoming Beyond 5G (B5G) and 6G networks are expected to provide enh...

0 Chamara Sandeepa, et al. ∙

research

∙ 11/14/2022

MetaKRec: Collaborative Meta-Knowledge Enhanced Recommender System

Knowledge graph (KG) enhanced recommendation has demonstrated improved p...

0 Liangwei Yang, et al. ∙

research

∙ 08/06/2022

Analyzing Deep Learning Based Brain Tumor Segmentation with Missing MRI Modalities

This technical report presents a comparative analysis of existing deep l...

0 Benteng Ma, et al. ∙

research

∙ 05/18/2022

Debiasing Neural Retrieval via In-batch Balancing Regularization

People frequently interact with information retrieval (IR) systems, howe...

15 Yuantong Li, et al. ∙

research

∙ 05/18/2022

Entailment Tree Explanations via Iterative Retrieval-Generation Reasoner

Large language models have achieved high performance on various question...

0 Danilo Ribeiro, et al. ∙

research

∙ 04/27/2022

A Survey on XAI for Beyond 5G Security: Technical Aspects, Use Cases, Challenges and Research Directions

With the advent of 5G commercialization, the need for more reliable, fas...

26 Thulitha Senevirathna, et al. ∙

research

∙ 03/08/2022

A Survey on Privacy for B5G/6G: New Privacy Goals, Challenges, and Research Directions

Massive progress of mobile wireless telecommunication networks was achie...

0 Chamara Sandeepa, et al. ∙

research

∙ 01/31/2022

CoTV: Cooperative Control for Traffic Light Signals and Connected Autonomous Vehicles using Deep Reinforcement Learning

The target of reducing travel time only is insufficient to support the d...

0 Jiaying Guo, et al. ∙

research

∙ 12/13/2021

Stacked Generative Machine Learning Models for Fast Approximations of Steady-State Navier-Stokes Equations

Computational fluid dynamics (CFD) simulations are broadly applied in en...

0 Shen Wang, et al. ∙

research

∙ 12/09/2021

Explainable AI for B5G/6G: Technical Aspects, Use Cases, and Research Challenges

When 5G began its commercialisation journey around 2020, the discussion ...

0 Shen Wang, et al. ∙

research

∙ 10/19/2021

Fine-Grained Control of Artistic Styles in Image Generation

Recent advances in generative models and adversarial training have enabl...

0 Xin Miao, et al. ∙

research

∙ 10/16/2021

Knowledge Enhanced Pretrained Language Models: A Compreshensive Survey

Pretrained Language Models (PLM) have established a new paradigm through...

0 Xiaokai Wei, et al. ∙

research

∙ 09/06/2021

Delving into Macro Placement with Reinforcement Learning

In physical design, human designers typically place macros via trial and...

0 Zixuan Jiang, et al. ∙

research

∙ 06/11/2021

Modeling Sequences as Distributions with Uncertainty for Sequential Recommendation

The sequential patterns within the user interactions are pivotal for rep...

0 Ziwei Fan, et al. ∙

research

∙ 03/10/2021

Anti-Counterfeiting for Polymer Banknotes Based on Polymer Substrate Fingerprinting

Polymer banknotes are the trend for printed currency and have been adopt...

0 Shen Wang, et al. ∙

research

∙ 10/21/2020

Transferable Graph Optimizers for ML Compilers

Most compilers for machine learning (ML) frameworks need to solve many c...

0 Yanqi Zhou, et al. ∙

research

∙ 07/10/2020

Context-Aware Refinement Network Incorporating Structural Connectivity Prior for Brain Midline Delineation

Brain midline delineation can facilitate the clinical evaluation of brai...

10 Shen Wang, et al. ∙

research

∙ 06/23/2020

Attentional Graph Convolutional Networks for Knowledge Concept Recommendation in MOOCs in a Heterogeneous View

Massive open online courses are becoming a modish way for education, whi...

0 Shen Wang, et al. ∙

research

∙ 04/22/2020

Chip Placement with Deep Reinforcement Learning

In this work, we present a learning-based approach to chip placement, on...

9 Azalia Mirhoseini, et al. ∙

research

∙ 03/20/2020

BusTime: Which is the Right Prediction Model for My Bus Arrival Time?

With the rise of big data technologies, many smart transportation applic...

0 Dairui Liu, et al. ∙

research

∙ 02/27/2020

Segmentation-based Method combined with Dynamic Programming for Brain Midline Delineation

The midline related pathological image features are crucial for evaluati...

32 Shen Wang, et al. ∙

research

∙ 11/26/2019

Generative Temporal Link Prediction via Self-tokenized Sequence Modeling

We formalize networks with evolving structures as temporal networks and ...

11 Yue Wang, et al. ∙

research

∙ 10/17/2019

Heterogeneous Graph Matching Networks

Information systems have widely been the target of malware attacks. Trad...

9 Shen Wang, et al. ∙

research

∙ 05/09/2019

Adversarial Defense Framework for Graph Neural Network

Graph neural network (GNN), as a powerful representation learning model ...

6 Shen Wang, et al. ∙

research

∙ 12/10/2018

Deep Program Reidentification: A Graph Neural Network Solution

Program or process is an integral part of almost every IT/OT system. Can...

0 Shen Wang, et al. ∙

research

∙ 09/12/2018

Deep Co-investment Network Learning for Financial Assets

Most recent works model the market structure of the stock market as a co...

0 Yue Wang, et al. ∙

Shen Wang

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