2024

• Dooho Choi, Jeonghyeon Im, Yunsick Sung, “LoRA Fusion: Enhancing Image Generation,” Mathematics 2024, Vol. 12, No. 22, Issues 3474, 2024. (SCIE, Q1)

2023

• Yoojin Park, Yunsick Sung, "Imitation Learning through Image Augmentation Using Enhanced Swin Transformer Model in Remote Sensing", Remote Sensing, Vol. 15, Issue 17, 2023. (SCIE, Q1)

• Dohyun Kyoung, Yunsick Sung, "Transformer Decoder-Based Enhanced Exploration Method to Alleviate Initial Exploration Problems in Reinforcement Learning," Sensors, Vol.23, Issue 17, 5 August 2023 (SCIE, Q1)

• Hanha Yoo, Yunsick Sung, "Advanced Dance Choreography System Using Bidirectional LSTMs", Systems, Vol.11, Issue 4, 28 March 2023 (SSCI, Q2)

• Taehyeok Choi, Kyuneun Cho, Yunsick Sung, "Approaches That Use Domain-Specific Expertise: Behavioral-Cloning-Based Advantage Actor-Critic in Basketball Games", mathematics, vol.11, Issue 5, p.1110, 22 Feb 2023 (SCIE, Q1)

2022

• Wei Song, Dechao Li, Su Sun, Lingfeng Zhang, Yu Xin, Yunsick Sung, Ryong Choi, "2D&3DHNet for 3D Object Classification in LiDAR Point Cloud", Remote Sensing, Vol.14, No.13, p.3146, 30 June 2022 (SCIE, Q1)

• YIfei Tian, Wei Song, Long Chen, Simon Fong, Yunsick Sung, Jeonghoon Kwak, "A 3D Object Recognition Method from LiDAR Point Cloud Based on USAE-BLS," IEEE Intelligent Transportation Systems Transactions, pp. 1-11, pp.15267-15277, 11 January 2022. (SCIE, Q1)

2021

• Yifei Tian, Long Chen, Sangchul Woo, Wei Song, Yunsick Sung, "DGCB-Net: Dynamic Graph Convolutional Broad Network for 3D Object Recognition in Point Cloud", Vol.13, No.1, p.66, 26 December 2021, (SCIE)

• Wei Song, Dechao Li, Su Sun, Lingfeng Zhang, Xin Yu, Ryong Choi, Yunsick Sung, "2D&3DHNet for 3D Object Classification in LiDAR Point Cloud", Remote Sensing, Vol.14, No.13, p.3146, 30 June 2022. (SCIE, Q1)

• Kaisi Huang, Mingyun Wenl, Jisun Park, Yunsick Sung, Jong Hyuk Park, Kyungeun, Cho, "Enhanced Image Preprocessing Method for an Autonomous Vehicle Agent System", Computer Science and Information Systems, Vol.18, Issue.2, pp.461-469, 2021. (SCIE)

• Dajeong Lee, Junoh Kim, Kyungeun Cho, Yunsick Sung, "Advanced Double Layered Multi-Agent Systems Based on A3C in Real-Time Path Planning," Electronics, Vol.10, No.22, pp.2762-2776, 12 November 2021. (SCIE)

• Lvyang Qiu, Shuyu Li, Yunsick Sung, "3D-DCDAE: Unsupervised Music Latent Representations Learning Method based on a Deep 3D Convolutional Denoising Autoencoder for Music Genre Classification," Mathematics, Vol.9, No.18, 16 September 2021. (SCIE, Q1)

• Hyewon Yoon, Shuyu Li, Yunsick Sung, "Style Transformation Method of Stage Background Images by Emotion Words of Lyrics," Mathematics, Vol.9, No.15, 3 August 2021. (SCIE, Q1)

• Bonwoo Gu, Yunsick Sung, "Enhanced DQN Framework for Selecting Actions and Updating Replay Memory considering Massive None-Executable Actions," Mathematics, Vol.11, No.23, pp.11162-11177, 24 November 2021. (SCIE, Q1)

• Jeonghoon Kwak, Yunsick Sung, "DeepLabV3-Refiner-Based Semantic Segmentation Model for Dense 3D Point Clouds," Remote Sensing, Vol.13, No.8, p.1565, 17 April 2021. (SCIE)

• Mingyun Wen, Jisun Park, Yunsick Sung, Yong Woon Park, Kyungeun Cho, "Virtual Scenario Simulation and Modeling Framework in Autonomous Driving Simulators," Electronics, Vol.10, No.6, p.674, 16 March 2021. (SCIE)

• Bonwoo Gu, Yunsick Sung, "Enhanced Reinforcement Learning Method Combining One-Hot Encoding-Based Vectors for CNN-Based Alternative High-Level Decisions," Applied Sciences, Vol.11, No.3, p.1291, 1 February 2021. (SCIE)

• Jeonghoon Kwak, Jong Hyuk Park, Yunsick Sung, "Emerging ICT UAV Applications and Services: Design of Surveillance UAVs", International Journal of Communication Systems, Vol.32, e4023, 31 May 2021. (SCIE)

• Hyeonjun Jang, Shujia Hao, Minh Chu Phuong, Pradip Kumar Sharma, Yunsick Sung, kyungeun Cho, "Deep Q-Network-based Multi-Criteria Decision-making Framework for Virtual Simulation Environment", Neural Computing and Applications, Vol.33, Issue.17, pp.10657-10671, 21 April 2021. (SCIE, Q1)

2020

• Yunsick Sung, Sejun Jang, Young-Sik Jeong, Jong Hyuk (James J.)Park, "Malware Classification Algorithm using Advanced Word2vec-based Bi-LSTM for Ground Control Stations," Computer Communications, Vol.153, pp.342-348, 1 February 2020. (SCIE)

• Yifei Tian, Long Chen, Yunsick Sung, Jeonghoon Kwak, Su Sun, Wei Song, "Fast Planar Detection System Using a GPU-based 3D Hough Transform for LiDAR Point Clouds," Applied Science, Vol.10, No.5, p.1744, 4 March 2020. (SCIE)

• Haitao Guo, Yunsick Sung, "Movement Estimation using Soft Sensors based on Bi-LSTM and Two-Layer LSTM for Human Motion Capture," Sensors, Vol.20, No.6, p.1801, 24 March 2020. (SCIE, Q1)

• Sejun Jang, Shuyu Li, Yunsick Sung, "FastText-based Local Feature Visualization Algorithm for Merged Image-based Malware Classification Framework for Cyber Security and Cyber defense," Mathematics, Vol.8, No.3, p.460, 24 March 2020. (SCIE, Q1)

• Yifei Tian, Wei Song, Lnng Chen, Yunsick Sung, Jeonghoon Kwak, Su Sun,"A Fast Spatial Clustering Method for Sparse LiDAR Point Clouds using GPU Programming," Sensors, Vol.20, No.8, p.1309, 18 April 2020. (SCIE, Q1)

• Euhee Kim, Sejun Jang, Shuyu Li, Yunsick Sung, "Newspaper Article-based Agent Control in Smart City Simulations," Human-centric Computing and Information Sciences, Vol.10, No.44, 3 November 2020. (SCIE)

2019

• Hieu Trong Nguyen, Phuong Minh Chu, Jisun Park, Yunsick Sung, Kyungeun Cho, "Intelligent Motivation Framework based on Q-Network for Multiple Agents in IoT Simulations," International Journal of Distributed Sensor Networks, Vol.15, No.7, 31 July 2019. (SCIE)

• Baraka William Nyamtiga, Jose Costa Sapalo Sicato, Shailendra Rathore, Yunsick Sung, Jong Hyuk Park, "Blockchain-Based Secure Storage Management with Edge Computing for IoT," Electronics, Vol.8, No.8, p.828, 25 July 2019. (SCIE)

• Shin Hyung Park, Shin Hyoung Park, Oh Hoon Kwon, Yunsick Sung, "Continuous Risk Profile and Clustering-based Method for Investigating the Effect of the Automated Enforcement System on Urban Traffic Collisions," The Journal of Supercomputing, Vol.75, No.8, 11 January 2019. (SCI)

• Jisun Park, Mingyun Wen, Yunsick Sung, Kyungeun Cho, "Multiple Event-based Simulation Scenario Generation Approach for Autonomous Vehicle’s Smart Sensors and Devices," Sensors, Vol.19, No.20, p.4456, 14 October 2019. (SCIE, Q1)

• Jeonghoon Kwak, Yunsick Sung, "End-to-End Controls using K-Means Algorithm for 360-Degree Video Control Method on Camera-Equipped Autonomous Micro Aerial Vehicles," Applied Sciences, Vol.9, No.20, p.4431, 18 October 2019. (SCIE)

• Yunsick Sung, Haitao Guo, Jong Hyuk Park, "Cognitive Scenario Generation Computing in Internet of Things for Enterprise Information Systems," Enterprise Information Systems, Vol.14, Issues 9-10, pp.1264-1278, 30 June 2019. (SCIE)

2018

• Jeonghoon Kwak, Yunsick Sung, "Path Generation Method of UAV Autopilots using Max-Min Algorithm," Journal of Information Processing Systems, Vol. 14, No. 6, pp.1457-1463, 31 December 2018.

2017

• Yan Zhuang, Simon Fong, Meng Yuan, Yunsick Sung, Kyungeun Cho, Raymond K. Wong, "Predicting the Next Turn at Road Junction from Big Traffic Data," The Journal of Supercomputing, Vol.73, Iss.7, pp.3128-3148, 21 March 2017. (SCI)

• Kyoung Ja Moon, Kyung Min Park, Yunsick Sung, "Sexual Abuse Prevention Mobile Application (SAP_MobAPP) For Primary School Children In Korea," Journal of Child Sexual Abuse, Vol.26, No.5, pp.573-589, 29 June 2017. (SSCI)

• Jinyan Li, Lian-sheng Liu, Simon Fong, Raymond K. Wong, Sabah Mohammed, Jinan Fiaidhi, Yunsick Sung, Kelvin K. L. Wong , "Adaptive Swarm Balancing Algorithms for Rare-event Prediction in Imbalanced Healthcare Data," PLOS ONE, Vol.12, No.7, 28 July 2017. (SCIE, Q1)

2016

• Jeonghoon Kwak, Yunsick Sung, "Virtual Agent Control Method by Influence Map-based Decision Tree for Real-Time Strategy Simulation Games," Convergence Research Letter, Vol.2, No.3, 2016.

• Jeonghoon Kwak, JongHyuk Park, "Linear Motor Primitive Generation Method Based on Observation Spots," Advanced Science Letters, Vol.22, No.9, pp.2566-2569, 1 September 2016.

• Yunsick Sung, "Intelligent Security IT System for Detecting Intruders Based on Received Signal Strength Indicators," Entropy, Vol.18, Iss.10, 16 October 2016. (SCIE)

• Jinyan Li, Simon Fong, Yunsick Sung, Kyungeun Cho, Raymond Wong, Kelvin K. L. Wong, "Adaptive Swarm Cluster-Based Dynamic Multi-Objective Synthetic Minority Oversampling Technique Algorithm for Tackling Binary Imbalanced Datasets in Biomedical Data Classification," BioData Mining, Vol.9, No.37, 1 December 2016. (SCIE)

• Yan Zhuang, Simon Fong, Meng Yuan, Yunsick Sung, Kyungeun Cho, Raymond K. Wong, "-based big data analytics for guessing the next Foursquare check-ins," The Journal of Supercomputing, Vol.73, Iss.7, 1 December 2016. (SCI)

2015

• Yunsick Sung, "Q-value Additional Updating Method for Reducing Learning Time," Advanced Science and Technology Letters, Vol.106, 22 August 2015.

• Yunsick Sung, Subyun Gong, "Normalization Framework of BCI-Based Facial Interface," Journal of Multimedia and Information System, Vol.2, Iss.3, pp.275-280, 30 September 2015.

• Duckki Lee, Sumi Helal, Yunsick Sung, Stephen Anton, "Situation-Based Assess Tree for User Behavior Assessment in Persuasive Telehealth," IEEE Transactions on Human-Machine Systems, Vol.45, Iss.5, pp.624-634, 24 July 2015. (SCI)

2014

• Yunsick Sung, Kyhyun Um, Kyungeun Cho, "A Toolkit of Script Generator and Data Analyzer for Generating Virtual Actions," Information-An International Interdisciplinary Journal, Vol.17, Iss.3, pp.1053-1058, March 2014. (SCIE)

2013

• Yunsick Sung, Seoungjae Cho, Kyhyun Um, Young-Sik Jeong, Simon Fong, Kyungeun Cho, "Human-Robot Interaction Learning Using Demonstration-Based Learning and Q-Learning in a Pervasive Sensing Environment," International Journal of Distributed Sensor Networks, Vol.9, Issue.11, 24 November 2013. (SCIE)

• Yunsick Sung, Eunyoung Ahn, Kyungeun Cho, "Q-learning Reward Propagation Method for Reducing the Transmission Power of Sensor Nodes in Wireless Sensor Networks," Multimedia Tools and Applications, Vol.73, Issue.2, pp.257-273, 4 June 2013. (SCIE)

• Yunsick Sung, Kyungeun Cho, "Data Generation and Representation Method for 3D Video Conferencing using Programming by Demonstration," Multimedia Tools and Applications, Vol.67, Issue.1, pp.71-95, 3 January 2013. (SCIE)

2012

• Yunsick Sung, Kyungeun Cho, "Development and Evaluation of Wireless 3D Video Conference System using Decision Tree and Behavior Network," EURASIP Journal on Wireless Communications and Networking, 18 February 2012. (SCIE)

• Yunsick Sung, Kyungeun Cho, "Collaborative Programming by Demonstration for Human, Robot, and Software Agent Team Members in a Virtual Environment," IEEE Intelligent Systems, Vol.27, No.2, pp.14-17, 2012. (SCI, Q1)

• Yunsick Sung, Kyungeun Cho, Kyhyun Um, "Integration of Q-learning and Behavior Network Approach with Hierarchical Task Network Planning for Dynamic Environments," Information-An International Interdisciplinary Journal, Vol.15, No.5, pp.2079-2090, May 2012. (SCIE)

• Yunsick Sung, Kyungeun Cho, Kyhyun Um, "A Framework for Processing Brain Waves Used in Brain-Computer Interface," Journal of Information Processing Systems, Vol.8, No.2, pp.315-330, 30 June 2012.

• Yunsick Sung, Kyungeun Cho, "A Method for Learning Macro-Actions for Virtual Characters Using Programming by Demonstration and Reinforcement Learning," Journal of Information Processing Society, Vol. 8, No. 3, 2012.

• Yunsick Sung, Kyungeun Cho, Kyhyun Um, "A Development Architecture for Serious Games using BCI (Brain Computer Interface) Sensors," Sensors, Vol.12, No.11, pp.15671-15688, 12 November 2012. (SCIE, Q1)

2011

• Yunsick Sung, Kyungeun Cho, "A Sequential Action Generation Framework for Intelligent Agents in Cyberspace," Journal of Internet Technology, Vol.12, No.6, pp.971-980, November 2011. (SCIE)