DK
Daehan Kwak
Kean University, Rutgers, The State University of New Jersey, Korea Advanced Institute of Science and Technology
Research areas: Computer Science · Artificial Intelligence · Sentiment Analysis and Opinion Mining · IoT and Edge/Fog Computing · Emotion and Mood Recognition
0000-0001-5614-0190
Employment
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Kean University Associate Professor2017 - Present
Education
- 2010 - 2017
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Korea Advanced Institute of Science and Technology M.S. Information and Communications Engineering? - 2008
Projects & Funding
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CyberAI Innovation: Building Academic Pathways for the CyberAI Workforce Directorate for STEM Education2026 - 2029
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S-STEM: Advancing Graduate Success and Workforce Preparation in Computer Science Directorate for STEM Education2026 - 2032
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NSF FF: Planning: Critiquing and Learning to Evaluate AI Financial Reasoning Directorate for Technology, Innovation and Partnerships2026 - 2026
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CREST-DPSI (C): Advancing Computer Science Doctoral Education Directorate for STEM Education2025 - 2029
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Collaborative Research: CISE-MSI: RCBP-RF: CPS: Socially Informed Traffic Signal Control for Improving Near Roadway Air Quality Directorate for Computer & Information Science & Engineering2023 - 2025
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Google ExploreCSR Google (United States)2021 - 2022
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Applying Student Knowledge for Success in Cybersecurity and Data Science Directorate for Education & Human Resources2021 - 2026
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EHR Summarization and Intelligent Chatbot Integration CPC Integrated Health Grant2020 - 2024
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Building Capacity: Pathway to Success for Students and Faculty in Computing Directorate for Education & Human Resources2019 - 2024
Publications (123)
- A Comprehensive Review of Microexpression Recognition, Classification, and Datasets Save
- A privacy preserving optimized intelligent security framework for smart homes using zero trust architecture and explainability Save
- Consumer Data Privacy-Aware Federated Orchestration for Communication, Computing, and Control in 6G Consumer Services Save
- Evaluating Automatic Speech Recognition Models: How Well Do They Handle Accents? Save
- Hybrid-DP Diffusion for Privacy-Preserving Wi-Fi CSI Sensing and Biometric Template Generation Save
- Large language models in NLP: evolution, architectural trends, and open challenges Save
- A Non-Invasive Smart Sensing of Text Neck Syndrome using SDR Technology Save
- Action unit based micro-expression recognition framework for driver emotional state detection Save
- An Ontology for Social Determinants of Education (SDoEd) based on Human-AI Collaborative Approach Save
- An Ontology for Social Determinants of Education (SDoEd) based on Human-AI Collaborative Approach Save
- Binary Code Analysis for Cybersecurity: A Systematic Review of Forensic Techniques in Vulnerability Detection and Anti-Evasion Strategies Save
- Bridging the Gap: The Sentiment of User Reviews and 5-Star Ratings Save
- Detecting malicious code variants using convolutional neural network (CNN) with transfer learning Save
- Electronic Health Record Summarization via LLM-Constructed Knowledge Graphs Save
- Enhanced Diabetic Retinopathy Detection: An Explainable Semi-Supervised Approach Using Contrastive Learning Save
- Fed-IoMT-Block: A Privacy-Preserving Framework for Secure Federated Learning in Consumer-Centric Internet of Medical Things Save
- How We Did It: Integrating Inclusive Design across the Undergraduate Computer Science Curriculum Save
- Integrating GANs, Contrastive Learning, and Transformers for Robust Medical Image Analysis Save
- Intent-Based Networking with Deep Reinforcement Learning for Detecting Decreased Rank Attacks in Low-Power and Lossy IoT Networks Save
- Leveraging Data Augmentation and Large Language Models for Enhanced COVID-19 Tweet Classification Save