Statistical Artificial Intelligence Lab@KAIST

Artificial Intelligence and Machine Learning Research ⛵️

[Award] Prof. Nari Kim received the prestigious award from the Personal Information Protection Commission

Prof. Nari Kim received the prestigious award from the Chairperson of the Personal Information Protection Commission with the contribution to the technical contributions of the Korean privacy law. https://news.kaist.ac.kr/news/html/news/?mode=V&mng_no=40090

[Award] ICPRAI 2024 Best Paper Honorable Mention

Our paper, Probing Network Decisions: Capturing Uncertainties and Unveiling Vulnerabilities without Label Information, written by Youngju Joung, Sehyun Lee and Jaesik Choi, is received the best paper honorable mention at International Conference on Pattern Recognition and Artificial Intelligence (ICPRAI  2024).

[Talk] Jiyeon Han is invited to present at Ai4 Summit 2024 – AI Research Summit

Jiyeon Han (PhD student) is invited to present at Ai4 Summit 2024 AI Research Summit https://app.swapcard.com/widget/event/ai4-2024/person/RXZlbnRQZW9wbGVfMzE1NzkwMjg=

[PhD Graduate] Dr. Kyowoon Lee successfully defended his PhD thesis

Kyowoon Lee successfully defended his PhD thesis, Learning to Achieve Goals via Curriculum and Hierarchical Reinforcement Learning. Congratulations Dr. Lee!

[Paper] A paper memorizing documents with guidance in large language models is accepted at IJCAI-24

A paper, Memorizing Documents with Guidance in Large Language Models, written by Bumjin Park and Jaesik Choi is accepted at IJCAI-2024. 1. Problem This work tackles the problem of storing document-wise memories in LLMs.   2. Proposed Method This work… Continue Reading →

[Paper] A paper finding dynamic trend points with reinforcement learning is accepted at IJCAI-24

A paper, Towards Dynamic Trend Filtering through Trend Points Detection with Reinforcement Learning, written by Jihyeon Seong, Sekwang Oh and Jaesik Choi is accepted at IJCAI-2024.

[News] Dr. Anh Tong joins the Graduate School of AI at Korea University as an assistant professor

Dr. Anh Tong (the first PhD graduate of SAIL) joins the Graduate School of AI at Korea University as an assistant professor. Congratulate Prof. Tong! http://xai.korea.ac.kr/teacher/teacher

[Paper] Explainable Artificial Intelligence (XAI) 2.0: A manifesto of open challenges and interdisciplinary research directions

A paper, Explainable Artificial Intelligence (XAI) 2.0: A manifesto of open challenges and interdisciplinary research directions, is accepted at Information Fusion.

[Paper] A paper explaining individual path of deep neural networks is accepted at AISTATS-24

A paper, Pathwise Explanation of ReLU Neural Networks, written by Seongwoo Lim, Won Jo, Joohyung Lee and Jaesik Choi, is accepted at AISTATS-24.

[Paper] A paper selecting over multiple temporal pooling methods, Select over Multiple Temporal Pooling (SoM-TP), is accepted at AAAI-24

A paper, Towards Diverse Perspective Learning with Select over Multiple Temporal Poolings, written by Jihyeon Seong, Jungmin Kim and Jaesik Choi is accepted at AAAI-24.

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