Selected Publications
Multi-Axial Analysis of Clinical Reasoning in Large Language Models: Inter-Verifier Disagreement and Its Implications for Automated Evaluation, Hyunjung Byun, Dahyoun Lee, Munyoung Jung and Beakcheol Jang, Springer Nature JMS, 2026. (IF 8.8)
PROGRAM: Programmatic Retrieval Optimization with Generative Reasoning and Augmented Multi-queries, Gun Il Kim, Jungkyu Shin, Jong Wook Kim and Beakcheol Jang, ACL Findings, 2026.
CTRL: Control-Based Time Series Forecasting with LLM-Guided Residual Learning, Minkyoung Kim, Daeun Ji, Yohan Lee, Beomsoo Kim and Beakcheol Jang, ACL Findings, 2026.
“As Eastern Powers, I will veto.” : An Investigation of Nation-level Bias of Large Language Models in International Relations, Jonghyeon Choi, Yeonjun Choi, Hyun-chul Kim and Beakcheol Jang, AAAI, 2026.
Privacy-Preserving Trajectory Data Publication: A Distributed Approach without Trusted Servers, Jong Wook Kim and Beakcheol Jang, Elsevier JNCA, 2026. (IF: 8.0)
UniRAG: A Unified RAG Framework for Knowledge-Intensive Queries with Decomposition, Break-Down Reasoning, and Iterative Rewriting, Gun Il Kim, Jongwook Kim and Beakcheol Jang, EMNLP Findings, 2025.
A pivot-enhanced question answering framework: using iterative sub-question decomposition and answer-to-question verification, Seyeon Park and Beakcheol Jang, ACM CIKM, 2025.
Efficient Compressing and Tuning Methods for Large Language Models: A Systematic Literature Review, Gun Il Kim, Sunga Hwang, Beakcheol Jang, ACM CSUR, 2025. (IF: 30.4)
Visual Question Answering: A Survey of Methods, Datasets, Evaluation, and Challenges, Byeong Su Kim, Jieun Kim, Deokwoo Lee, Beakcheol Jang, ACM CSUR, 2025. (IF 30.4)
Forecasting epidemic spread with recurrent graph gate fusion transformers, Minkyoung Kim, Jae Heon Kim, and Beakcheol Jang, IEEE JBHI, 2025. (IF: 6.8)
Privacy-preserving generation and publication of synthetic trajectory microdata: A comprehensive survey, Jong Wook Kim and Beakcheol Jang, Elsevier JNCA, 2024. (IF: 8.3)
A survey on multimodal bidirectional machine learning translation of image and natural language processing, Wongyung Nam and Beakcheol Jang, Elsevier ESWA, 2024. (IF: 8.5)
Long-term influenza outbreak forecast using time-precedence correlation of web data, Beakcheol Jang, Inhwan Kim and Jong Wook Kim, IEEE TNNLS, 2023.(IF: 14.255)
Survey of landmark-based indoor positioning technologies, Beakcheol Jang, Hyunjung Kim and Jong Wook Kim, Elsevier Information Fusion, 2023. (IF: 17.564)
Deep learning-based privacy-preserving framework for synthetic trajectory generation, Jong Wook Kim and Beakcheol Jang, Elsevier JNCA, 2022. (IF: 8.3)
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, JBI, 2022. (IF: 8.0)
Privacy-preserving mechanisms for location privacy in mobile crowdsensing: A survey, Jong Wook Kim, Kennedy Edemacu and Beakcheol Jang, Elsevier JNCA, 2022. (IF: 8.3)
Reliability check via weight similarity in privacy-preserving multi-party machine learning, Kennedy Edemacu, Beakcheol Jang and Jong Wook Kim, Elsevier Information Sciences, 2021. (IF: 6.759)
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, Elsevier JBI, 2021. (IF: 8.0)
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 JBHI, 2020. (IF: 7.021)
Indoor positioning technologies without offline fingerprinting map: A survey, Beakcheol Jang and Hyunjung Kim, IEEE COMST, 2019. (IF: 33.840)
Multichannel asynchronous scheduled MAC protocol for wireless sensor networks, Jun Bum Lim, Beakcheol Jang and Mihail L. Sichitiu, Elsevier COMCOM, 2015. (IF: 3.167)
An asynchronous scheduled MAC protocol for wireless sensor networks, Beakcheol Jang, Jun Bum Lim and Mihail L. Sichitiu, Elsevier COMNET, 2013. (IF: 4.474)
IEEE 802.11 saturation throughput analysis in the presence of hidden terminals, Beakcheol Jang and Mihail L. Sichitiu, IEEE/ACM TON, 2012. (IF: 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 TOSN, 2010. (IF: 2.253)