International Conference

Publications by DSAIL

(* = (co-) corresponding author, ** = equal contributions)

2024

Detecting Bipolar Disorder from Misdiagnosed Major Depressive Disorder with Mood-Aware Multi-Task Learning

Fighting against Fake News on Newly-Emerging Crisis: A Case Study of COVID-19

SceneDAPR: A Scene-Level Free-Hand Drawing Dataset for Web-based Psychological Drawing Assessment

A Dual-Prompting for Interpretable Mental Health Language Models

2023

Learning Co-Speech Gesture for Multimodal Aphasia Type Detection

Network Data Generation using IP2Vec Embedding

Towards a Lightweight Object Detection through Model Pruning Approaches

SAFE: Sequential Attentive Face Embedding with Contrastive Learning for Deepfake Video Detection

Towards Suicide Prevention from Bipolar Disorder with Temporal Symptom-Aware Multitask Learning 

InfluencerRank: Discovering Effective Influencers via Graph Convolutional Attentive Recurrent Neural Networks

AlphaDAPR: An AI-based Explainable Expert Support System for Art Therapy

2022

Magic Brush: An AI-based Service for Dementia Prevention focused on Intrinsic Motivation 

TransTraffic: Predicting Network Traffic using Low Resource Data 

Holistic Orchestration for Edge-Native Applications: A Review 

Technology Acceptance Perspectives on Mobile Services: A Comparison Between 4G and 5G Services 

Predicting Emotional Intensity in Political Debates via Non-verbal Signals 

Detecting Suicidality with a Contextual Graph Neural Network 

D-Vlog: Multimodal Vlog Dataset for Depression Detection 

Trafficformer: A Transformer-based Traffic Predictor 

5G and User Experience: A Bibliometric Approach 

2021

Passing to Win: Using Characteristics of Passing Information for Match Winner Prediction 

Evaluating Audience Loyalty and Authenticity in Influencer Marketing via Multi-task Multi-relational Learning 

A quantitative analysis of satisfaction on Airbnb from UX perspectives: The comparison between the United States and Hong Kong 

Computers as Social Actors? Examining How Users Perceive and Interact with Virtual Influencers on Social Media 

2020

Cross-Lingual Suicidal-Oriented Word Embedding toward Suicide Prevention 

VCTUBE: A Library for Automatic Speech Data Annotation 

Cross-domain Classification of Facial Appearance of Leaders

Detecting Engagement Bots on Social Influencer Marketing 

Multimodal Post Attentive Profiling for Influencer Marketing 

Why do Instagram Users Tag Friends in Comments? 

2019

Modeling and Analyzing Sports Networks Revealed through K-12 Physical Education Systems: Case Studies of Korea, Japan, and the USA

Alliance for My Idol: Analyzing the K-pop Fandom Collaboration Network

Wake-Up Task: Understanding Users in Task-based Mobile Alarm App

2018

Privacy Leakage in Event-based Social Networks: A Meetup Case Study

Understanding Influential Comments in Online Conversations

An Energy-efficient and Lightweight Indoor Localization System for Internet-of-things (IoT) Environments

Detection of Possible Match-fixing in Tennis Games

Unveiling a Socio-Economic System in a Virtual World: A Case Study of an MMORPG

Who Will Share My Image? Predicting the Content Diffusion Path in Online Social Networks

Student Acceptance Model of Educational Games in University Class

Effects of Screen Size in Mobile Learning Over Time

2017

How Are Social Influencers Connected in Instagram?

ForestStream: Accurate Measurement of Cascades in Online Social Networks

FLARE: Coordinated Rate Adaptation for HTTP Adaptive Streaming in Cellular Networks

Predicting Popular and Viral Image Cascades in Pinterest

Analyzing the Adoption and Cascading Process of OSN-based Gifting Applications: An Empirical Study

Before

2017

Sharing Topics in Pinterest: Understanding Content Creation and Diffusion Behaviors

Characterizing Conversation Patterns in Reddit: From the Perspectives of Content Properties and User Participation Behaviors

Online Footsteps to Purchase: Exploring Consumer Behaviors on Online Shopping Sites

Unveiling the Adoption and Cascading Process of OSN-based Gifting Applications

Collecting, Organizing, and Sharing Pins in Pinterest: Interest-driven or Social-driven?

Unveiling Group Activities in Online Social Games: A Socio-Economic Analysis

MASERATI: Mobile Adaptive Streaming based on Environmental and Contextual Information

Spatial and Temporal Locality of Content in BitTorrent: A Measurement Study

Spatial and Temporal Locality of Swarm Dynamics in BitTorrent

Bundling Practice in BitTorrent: What, How, and Why

Content Publishing and Downloading Practice in BitTorrent

Bandwidth Allocation for BitTorrent under Multi-Torrent Environments

How Prevalent is Content Bundling in BitTorrent?

A Surveillance System based on Social Networking and Localization

An Empirical Study on Content Bundling in BitTorrent Swarming System

Systematic Support for Content Bundling in BitTorrent Swarming

MobiNetViz - A Geographical and Temporal Visualization Tool for Application Traffic in Mobile WiMAX Networks

Service Differentiation Using Mobile Femtocell Virtualization

Performance Comparison of Content-oriented Networking Alternatives: A Tree versus A Distributed Hash Table

FIRM: Flow-based Interference-aware Route Management in Wireless Mesh Networks

Virtual WiFi Network Database Construction for Positioning Services