NLP (Sentiment Analysis and Topic Modeling), Social Networking Analysis,
Recommendation Systems, Medical Informatics, Data Mining, and AI
학력
PhD in Information and Communication Technology, Inha University, South Korea (Aug 2018)
MS in Information System, Gyeongsang National University, South Korea (Feb 2015)
BS in Computer Science, University of Peshawar, Pakistan (June 2011)
약력/경력
Associate Professor, Sungkyunkwan University, South Korea (March 2025 ~ Present)
Assistant Professor, Sungkyunkwan University, South Korea (March 2024 ~ Feb 2025)
Assistant Professor, Sejong University, South Korea (Sept 2019 ~ Feb 2024)
Post-Doctoral Fellow, Inha University, South Korea (Sept 2018 ~ Aug 2019)
Researcher, Inha University, South Korea (Sept 2015 ~ Aug 2018)
Research Assistant, Gyeongsang National University, South Korea (March 2013 ~ Feb 2015)
Lecturer, Swat Polytechnic Institute and College, Pakistan (March 2012 ~ Feb 2013)
학술지 논문
(2026)
Spatially explicit and interpretable GeoAI models for understanding factors controlling groundwater availability.
JOURNAL OF HYDROLOGY.
665,
2026
(2026)
Tri-STANet: An advanced framework integrating dual axis transformer and
morphological encoding for enhanced AS detection.
EXPERT SYSTEMS WITH APPLICATIONS.
297,
2026
(2026)
Accurately recognizing driver emotions through using CNN fused features and NasNet-large model.
ALEXANDRIA ENGINEERING JOURNAL.
134,
2026
(2025)
Cascade-based Pancreatic Tumor Segmentation via Interactive Enhancement and Fine Localization.
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS.
2025,
2025
(2025)
A Novel caching framework for information-centric IoT using deep reinforcement Proximal Policy Optimization.
COMPUTER COMMUNICATIONS.
241,
2025
(2025)
PRISM-IIoT: A holistic approach for privacy preservation in industrial IoT using advanced cryptography and blockchain-enabled auditability framework.
ALEXANDRIA ENGINEERING JOURNAL.
128,
2025
(2025)
Fed-IoMT-Block: A Privacy-Preserving Framework for Secure Federated Learning in Consumer-Centric Internet of Medical Things.
IEEE TRANSACTIONS ON CONSUMER ELECTRONICS.
71,
3
(2025)
Integrating GANs, Contrastive Learning, and Transformers for Robust Medical Image Analysis.
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS.
2025,
2025
(2025)
MediGuard: Protecting Sensitive Healthcare Data with Privacy-Preserving Language Models.
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS.
2025,
2025
(2025)
Intent-Based Networking with Deep Reinforcement Learning for Detecting Decreased Rank Attacks in Low-Power and Lossy IoT Networks.
IEEE INTERNET OF THINGS JOURNAL.
2025,
2025
(2025)
Enhancing user verification and data security scheme for fog computing using self sovereign identification.
AD HOC NETWORKS.
175,
2025
(2025)
AI-Driven Dynamic Allocation and Management Optimization for EV Charging Stations.
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS.
2025,
2025
(2025)
Quantum neural networks for multimodal sentiment, emotion, and sarcasm analysis.
ALEXANDRIA ENGINEERING JOURNAL.
124,
2025
(2025)
Smart waste management: a systematic review and scientometric analysis of artificial intelligence applications.
ENVIRONMENT DEVELOPMENT AND SUSTAINABILITY.
2025,
2025
(2025)
Enhanced Diabetic Retinopathy Detection: An Explainable Semi-Supervised Approach Using Contrastive Learning.
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS.
2025,
2025
(2025)
Ensuring Zero Trust IoT Data Privacy: Differential Privacy in Blockchain Using Federated Learning.
IEEE TRANSACTIONS ON CONSUMER ELECTRONICS.
71,
01
(2025)
Cutting-Edge strategies for absence data identification in natural hazards: Leveraging Voronoi-Entropy in flood susceptibility mapping with advanced AI techniques.
JOURNAL OF HYDROLOGY.
648,
2025
(2025)
Quantum-inspired framework for big data analytics: evaluating the impact of movie trailers and its financial returns.
JOURNAL OF BIG DATA.
12,
2025
(2025)
Survey: application and analysis of generative adversarial networks in medical images.
ARTIFICIAL INTELLIGENCE REVIEW.
58,
2025
단행본
(2025)
Ocean Remote Sensing Based on Radar, Sonar and Optical Techniques.
MDPI-Multidisciplinary Digital Publishing Institute.
공동
수상/공훈
Outstanding Research Award (Dean’s Choice of the Best Researcher during graduate program) at Inha University (Aug 2018)
Outstanding Research Award (Excellence of Journal Publication-2017) among national and international students at Inha University (April 2018)
학술회의논문
(2025)
A Comparative Analysis of Artificial Intelligence Methods for Breast Cancer Interpretation.
2025 International Joint Conference on Neural Networks (IJCNN).
이탈리아
(2024)
Active RIS-Aided Terahertz Communications with Phase Error and Beam Misalignment.
15th International Conference on Information and Communication Technology Convergence (ICTC).
대한민국
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