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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...
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09/10/2023
AVARS – Alleviating Unexpected Urban Road Traffic Congestion using UAVs
Reducing unexpected urban traffic congestion caused by en-route events (...
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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...
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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...
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02/13/2023
STREET: A Multi-Task Structured Reasoning and Explanation Benchmark
We introduce STREET, a unified multi-task and multi-domain natural langu...
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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...
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11/14/2022
MetaKRec: Collaborative Meta-Knowledge Enhanced Recommender System
Knowledge graph (KG) enhanced recommendation has demonstrated improved p...
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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...
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05/18/2022
Debiasing Neural Retrieval via In-batch Balancing Regularization
People frequently interact with information retrieval (IR) systems, howe...
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05/18/2022
Entailment Tree Explanations via Iterative Retrieval-Generation Reasoner
Large language models have achieved high performance on various question...
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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...
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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...
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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...
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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...
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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 ...
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10/19/2021
Fine-Grained Control of Artistic Styles in Image Generation
Recent advances in generative models and adversarial training have enabl...
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10/16/2021
Knowledge Enhanced Pretrained Language Models: A Compreshensive Survey
Pretrained Language Models (PLM) have established a new paradigm through...
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09/06/2021
Delving into Macro Placement with Reinforcement Learning
In physical design, human designers typically place macros via trial and...
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06/11/2021
Modeling Sequences as Distributions with Uncertainty for Sequential Recommendation
The sequential patterns within the user interactions are pivotal for rep...
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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...
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10/21/2020
Transferable Graph Optimizers for ML Compilers
Most compilers for machine learning (ML) frameworks need to solve many c...
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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...
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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...
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04/22/2020
Chip Placement with Deep Reinforcement Learning
In this work, we present a learning-based approach to chip placement, on...
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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...
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02/27/2020
Segmentation-based Method combined with Dynamic Programming for Brain Midline Delineation
The midline related pathological image features are crucial for evaluati...
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11/26/2019
Generative Temporal Link Prediction via Self-tokenized Sequence Modeling
We formalize networks with evolving structures as temporal networks and ...
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10/17/2019
Heterogeneous Graph Matching Networks
Information systems have widely been the target of malware attacks. Trad...
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05/09/2019
Adversarial Defense Framework for Graph Neural Network
Graph neural network (GNN), as a powerful representation learning model ...
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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...
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09/12/2018