| 2026 | ACL | LLM as a Risk Manager: LLM Semantic Filtering for Lead-Lag Trading in Prediction Markets. | Sumin Kim, Minjae Kim, Jihoon Kwon, Yoon Kim, Oscar Levy, Alejandro Lopez-Lira, Yongjae Lee, Chanyeol Choi |
| 2026 | WACV | SafeguardGS: 3D Gaussian Primitive Pruning While Avoiding Catastrophic Scene Destruction. | Yongjae Lee, Zhaoliang Zhang, Deliang Fan |
| 2025 | AAAI | Geodesic Flow Kernels for Semi-Supervised Learning on Mixed-Variable Tabular Dataset. | Yoontae Hwang, Yongjae Lee |
| 2025 | BPM | Multi-task Trained Graph Neural Network for Business Process Anomaly Detection with a Limited Number of Labeled Anomalies. | Yongjae Lee, Dohee Kim, Donghwan Kim, Hyerim Bae |
| 2025 | CIKM | THEME: Enhancing Thematic Investing with Semantic Stock Representations and Temporal Dynamics. | Hoyoung Lee, Wonbin Ahn, Suhwan Park, Jaehoon Lee, Minjae Kim, Sungdong Yoo, Taeyoon Lim, Woohyung Lim, Yongjae Lee |
| 2025 | CIKM | Advances in Financial AI: Innovations, Risk, and Responsibility in the Era of LLMs. | Yongjae Lee, Nazanin Mehrasa, Chanyeol Choi, Chung-Chi Chen, Dhagash Mehta, Stefan Zohren, Yoon Kim, Chulheum Lee, Yeonhee Lee, Eunsook Oh |
| 2025 | NAACL | BitAbuse: A Dataset of Visually Perturbed Texts for Defending Phishing Attacks. | Hanyong Lee, Chaelyn Lee, Yongjae Lee, Jaesung Lee |
| 2025 | NDSS | Tweezers: A Framework for Security Event Detection via Event Attribution-centric Tweet Embedding. | Jian Cui, Hanna Kim, Eugene Jang, Dayeon Yim, Kicheol Kim, Yongjae Lee, Jin-Woo Chung, Seungwon Shin, Xiaojing Liao |
| 2025 | SIGIR | Information Retrieval in Finance: Industry and Academic Perspectives on Innovation. | Chung-Chi Chen, Yongjae Lee, Alejandro Lopez-Lira, Chanyeol Choi, Richard McCreadie, Javier Sanz-Cruzado |
| 2025 | WACV | MFNeRF: Memory Efficient NeRF with Mixed-Feature Hash Table. | Yongjae Lee, Li Yang, Deliang Fan |
| 2024 | NAACL | Ignore Me But Don't Replace Me: Utilizing Non-Linguistic Elements for Pretraining on the Cybersecurity Domain. | Eugene Jang, Jian Cui, Dayeon Yim, Youngjin Jin, Jin-Woo Chung, Seungwon Shin, Yongjae Lee |
| 2024 | NDSS | DRAINCLoG: Detecting Rogue Accounts with Illegally-obtained NFTs using Classifiers Learned on Graphs. | Hanna Kim, Jian Cui, Eugene Jang, Chanhee Lee, Yongjae Lee, Jin-Woo Chung, Seungwon Shin |
| 2024 | PAKDD | Neural Marked Hawkes Process for Limit Order Book Modeling. | Guhyuk Chung, Yongjae Lee, Woo Chang Kim |
| 2023 | ACL | DarkBERT: A Language Model for the Dark Side of the Internet. | Youngjin Jin, Eugene Jang, Jian Cui, Jin-Woo Chung, Yongjae Lee, Seungwon Shin |
| 2023 | AISTATS | Deep Value Function Networks for Large-Scale Multistage Stochastic Programs. | Hyunglip Bae, Jinkyu Lee, Woo Chang Kim, Yongjae Lee |
| 2023 | VR | Comparing Context-sharing Interfaces in XR Remote Collaboration. | Eunhee Chang, Yongjae Lee, Byounghyun Yoo, Hojeong Im |
| 2022 | NAACL | Shedding New Light on the Language of the Dark Web. | Youngjin Jin, Eugene Jang, Yongjae Lee, Seungwon Shin, Jin-Woo Chung |
| 2018 | CIKM | Toward Semantic Assessment of Vulnerability Severity: A Text Mining Approach. | Yongjae Lee, Seungwon Shin |
| 2017 | HCI | Vitty: Virtual Touch Typing Interface with Added Finger Buttons. | Yongjae Lee, Gerard J. Kim |
| 2017 | HCI | Webizing Interactive CAD Review System Using Super Multiview Autostereoscopic Displays. | Daeil Seo, Yongjae Lee, Byounghyun Yoo |
| 2005 | ICCSA | A Simulation Model of Congested Traffic in the Waiting Line. | Bongsoo Son, Taewan Kim, Yongjae Lee |