Selected Publications
Efficient Compressing and Tuning Methods for Large Language Models: A Systematic Literature Review, Gun Il Kim, Sunga Hwang, Beakcheol Jang, ACM Computing Surveys, October 2025. (IF 2023: 23.8, ranked 1/143 in Computer Science Theory & Methods)
Visual Question Answering: A Survey of Methods, Datasets, Evaluation, and Challenges, Byeong Su Kim, Jieun Kim, Deokwoo Lee, Beakcheol Jang, ACM Computing Surveys, October 2025. (IF 2023: 23.8, ranked 1/143 in Computer Science Theory & Methods)
Forecasting epidemic spread with recurrent graph gate fusion transformers, Minkyoung Kim, Jae Heon Kim, and Beakcheol Jang, IEEE Journal of Biomedical Health Informatics (JBHI), February 2025. (IF 2023: 6.7, ranked 3/44 in Medical Informatics)
Privacy-preserving generation and publication of synthetic trajectory microdata: A comprehensive survey, Jong Wook Kim and Beakcheol Jang, Journal of Network and Computer Applications (JNCA), October 2024. (IF 2022: 8.3, JCR IF Top 3%)
A survey on multimodal bidirectional machine learning translation of image and natural language processing, Wongyung Nam and Beakcheol Jang, Expert Systems with Applications, January 2024. (IF 2022: 8.5, JCR IF Top 10%)
Long-term influenza outbreak forecast using time-precedence correlation of web data, Beakcheol Jang, Inhwan Kim and Jong Wook Kim, IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), May 2023.(IF 2021: 14.255, JCR IF Top 1%, the highest in the field of the computer science, hardware & architecture)
Survey of landmark-based indoor positioning technologies, Beakcheol Jang, Hyunjung Kim and Jong Wook Kim, Information Fusion, January 2023. (IF: 17.564, JCR IF Top 1%, the highest in the field of computer science, theory & methods)
Deep learning-based privacy-preserving framework for synthetic trajectory generation, Jong Wook Kim and Beakcheol Jang, Journal of Network and Computer Applications (JNCA), October 2022. (IF 2022: 8.3, JCR IF Top 3%)
Deep similarity analysis and forecasting of actual outbreak of major infectious diseases using Internet-sourced data, Beakcheol Jang, Yeongha Kim, Gun Il Kim and Jong Wook Kim, Journal of Biomedical Informatics (JBI), September 2022. (IF 2021: 8.0, JCR IF Top 10%)
Privacy-preserving mechanisms for location privacy in mobile crowdsensing: A survey, Jong Wook Kim, Kennedy Edemacu and Beakcheol Jang, Journal of Network and Computer Applications (JNCA), April 2022. (IF 2022: 8.3, JCR IF Top 3%)
Reliability check via weight similarity in privacy-preserving multi-party machine learning, Kennedy Edemacu, Beakcheol Jang and Jong Wook Kim, Information Sciences, October 2021. (IF 2021: 8.233, JCR IF top 10%)
A deep attention model to forecast the length of stay and the in-hospital mortality right on admission from ICD codes and demographic data, Gaspard Harerimana, Jong Wook Kim and Beakcheol Jang, Journal of Biomedical Informatics (JBI), June 2021. (IF 2021: 8.0, JCR IF top 10%)
Collaborative ehealth privacy and security: An access control with attribute revocation based on OBDD access structure, Kennedy Edemacu, Beakcheol Jang and Jong Wook Kim, IEEE Journal of Biomedical Health Informatics (IEEE JBHI), October 2020. (IF 2021 : 7.021, the highest in the field of the Medical Informatics)
Indoor positioning technologies without offline fingerprinting map: A survey, Beakcheol Jang and Hyunjung Kim, IEEE Communications Surveys and Tutorials (IEEE COMST), Febrary 2019. (IF 2021: 33.840, the highest among all computer science journals)
Multichannel asynchronous scheduled MAC protocol for wireless sensor networks, Jun Bum Lim, Beakcheol Jang and Mihail L. Sichitiu, Computer Communications (COMCOM), Febrary 2015. (IF 2020: 3.167)
An asynchronous scheduled MAC protocol for wireless sensor networks, Beakcheol Jang, Jun Bum Lim and Mihail L. Sichitiu, Computer Networks (COMNET), January 2013. (IF 2020: 4.474)
IEEE 802.11 saturation throughput analysis in the presence of hidden terminals, Beakcheol Jang and Mihail L. Sichitiu, IEEE/ACM Transactions on Networking (IEEE/ACM TON), April 2012. (IF 2020: 3.567)
RapTEX: Rapid prototyping tool for embedded communication systems, Jun Bum Lim, Beakcheol Jang, Suyoung Yoon, Mihail L. Sichitiu and Alexander G Dean, ACM Transactions on Sensor Networks (ACM TOSN), August 2010. (IF 2020: 2.253)