diff --git a/_includes/portfolio.html b/_includes/portfolio.html
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+++ b/_includes/portfolio.html
@@ -13,7 +13,7 @@ <h4>International</h4>
               <li>Harim Kim, Chang Ha Lee, Charmgil Hong. Transformer for Point Anomaly Detection. ACM International Conference on Information and Knowledge Management (CIKM). 2024. <span class="res"><a href="https://dl.acm.org/doi/10.1145/3627673.3679859" target="_blank">Paper</a></span> <span class="res"><a href="https://github.com/nth221/TransPAD" target="_blank">Code</a></span></li>
               <li>Jaemin Jung, Soonyong Park, Harim Kim, Chang Ha Lee, Charmgil Hong. Artificial Intelligence-Driven Video Indexing for Rapid Surveillance Footage Summarization and Review. International Joint Conference on Artificial Intelligence (IJCAI) Demo Track. 2024. <span class="res"><a href="https://www.ijcai.org/proceedings/2024/1009" target="_blank">Paper</a></span> <span class="res"><a href="https://github.com/nth221/videx" target="_blank">Code</a></span> <span class="res"><a href="https://youtu.be/IaTPpJfmFnQ" target="_blank">Video 1</a></span> <span class="res"><a href="https://youtu.be/eXMBMsPZQaU" target="_blank">Video 2</a></span></li>
               <li>Harim Kim, Minchae Kim, Taewoo Kim, Kyujin Cho, Charmgil Hong. AREST: Attention-Based Red-Light Violation Detection for Safety Technology. IEEE International Conference on Advanced Video and Signal-Based Surveillance (AVSS). 2024. <span class="award"><em>Best Paper Award</em></span> <span class="res"><a href="https://ieeexplore.ieee.org/document/10672611" target="_blank">Paper</a></span></li>
-              <li>Harim Kim, Chang Ha Lee, Charmgil Hong. VATMAN: Video Anomaly Transformer for Monitoring Accidents and Nefariousness. IEEE International Conference on Advanced Video and Signal-Based Surveillance (AVSS). 2024. <span class="res"><a href="https://ieeexplore.ieee.org/document/10672570" target="_blank">Paper</a></span> <span class="res"><a href="/files/arx/VATMAN_AVSS2024.pdf" target="_blank">Poster</a></span></li>  
+              <li>Harim Kim, Chang Ha Lee, Charmgil Hong. VATMAN: Video Anomaly Transformer for Monitoring Accidents and Nefariousness. IEEE International Conference on Advanced Video and Signal-Based Surveillance (AVSS). 2024. <span class="res"><a href="https://ieeexplore.ieee.org/document/10672570" target="_blank">Paper</a></span> <span class="res"><a href="/files/arx/VATMAN_AVSS2024.pdf" target="_blank">Poster</a></span> <span class="res"><a href="https://github.com/nth221/vatman" target="_blank">Code</a></span></li>  
               <li>Geonyeong Choi, Hyo Jung Cho, Soon Sun Kim, Ji Eun Han, Jae Youn Cheong, Charmgil Hong. Drug Induced Liver Injury Prediction with Injective Molecular Transformer. IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI). 2023. <span class="res"><a href="https://bhiconference.github.io/BHI2023/2023/pdfs/1570919252.pdf" target="_blank">Paper</a></span></li>
               <li>Geonyeong Choi, Hyunwoo Yook, Jeong-Woo Han, Charmgil Hong. AWS: GNNs that Aggregate with Self-node Representation for Dehydrogenation Enthalpy Prediction. Asian Conference on Intelligent Information and Database Systems (ACIIDS). 2023. <span class="res"><a href="https://link.springer.com/chapter/10.1007/978-3-031-42430-4_14" target="_blank">Paper</a></span></li>
               <li>Harim Kim, Chang Ha Lee, Charmgil Hong. Crime Scene Detection in Surveillance Videos Using Variational AutoEncoder-Based Support Vector Data Description. Asian Conference on Intelligent Information and Database Systems (ACIIDS). 2023. <span class="res"><a href="https://link.springer.com/chapter/10.1007/978-3-031-42430-4_37" target="_blank">Paper</a></span></li>
@@ -24,7 +24,7 @@ <h4>Domestic (Korean)</h4>
               <li>Yeongseo Go, Hyemin Shin, Hanyoung Jeong, Taewoo Kim, Kyujin Cho, Charmgil Hong. Predictive Analysis of Electric Vehicle Range Using Real-Driving Data Considering Regenerative Braking. Annual Autumn Conference & Exhibition. Korean Society of Automotive Engineers. 2024.</li>
               <li>Jieun Kang, Kyujin Cho, Charmgil Hong. Application of a Transformer-Based Model for Predicting Electric Vehicle Energy Efficiency Using Real BSM and CAN Data. Annual Autumn Conference & Exhibition. Korean Society of Automotive Engineers. 2024.</li>
               <li>Hannah Hyesun Chun, Chanju Lee, Hyungyu Choi, Charmgil Hong. Machine Translation and Analysis of South and North Korean Using a Parallel Corpus. Joint Conference on Human and Cognitive Language Technology, Korean Association for Corpus Linguistics (HCLT-KACL). 2024.</li>
-              <li>Harim Kim, Yeseul Kim, Yohan Sohn, Hyo Jung Cho, Soon Sun Kim, Ji Eun Han, Jae Youn Cheong, Charmgil Hong. Prediction of Drug-Induced Liver Injuries Using Transformer. KIISE Transactions on Computing Practices (KTCP). 2024. <span class="res"><a href="https://www.dbpia.co.kr/journal/articleDetail?nodeId=NODE11705334" target="_blank">Paper</a></span></li>
+              <li>Harim Kim, Yeseul Kim, Yohan Sohn, Hyo Jung Cho, Soon Sun Kim, Ji Eun Han, Jae Youn Cheong, Charmgil Hong. Prediction of Drug-Induced Liver Injuries Using Transformer. KIISE Transactions on Computing Practices (KTCP). 2024. <span class="res"><a href="https://www.kiise.or.kr/e_journal/2024/10/KTCP/03.pdf" target="_blank">Paper</a></span></li>
               <li>Jihyeon Song, Soon Sun Kim, Ji Eun Han, Hyo Jung Cho, Jae Youn Cheong, Charmgil Hong. Improving Prediction of Chronic Hepatitis B TreatmentResponse Using Molecular Embedding. Journal of KIISE. 2024. <span class="res"><a href="https://www.kiise.or.kr/e_journal/2024/7/JOK/06.pdf" target="_blank">Paper</a></span></li>
               <li>Geonyeong Choi, Hyunwoo Yook, Jeong-Woo Han, Charmgil Hong. Prediction of Dehydrogenation Enthalpy Using Graph Isomorphism Network. Journal of KIISE. 2024. <span class="res"><a href="https://www.kiise.or.kr/e_journal/2024/5/JOK/03.pdf" target="_blank">Paper</a></span></li>
               <li>Jihyun Moon, Seong Kyung Kim, Hee Song Kim, Soon Sun Kim, Ji Eun Han, Hyo Jung Cho, Jae Youn Cheong, Charmgil Hong. Prediction of Drug Adverse Reactions in Chronic Hepatitis B Patients Using FT-Transformer. Korea Computer Congress (KCC). 2024. <!--<span class="res">[Paper](https://www.dbpia.co.kr/journal/articleDetail?nodeId=NODE11851190){:target="_blank"}</span>-->