Sundong Kim
I am an assistant professor at GIST AI Graduate School. My group focuses on developing human-like AI with abstraction and reasoning capabilities. We employ the following methodologies:
- Program synthesis
- Analogical reasoning
- Reinforcement learning
- Neuro-symbolic learning
- Representation learning
- Meta learning
- LLM agents
- Human-AI alignment
- Evaluation frameworks
As a mentor, I guide my students in proposing methodologies to address complex problems. I am interested in the methods themselves, helping refine experimental settings and discussing results through the lens of data science expertise.
E-mail: sundong (at) gist.ac.kr
Call: (+82)-62-715-6387
Office: AI Graduate School (S7) Room 204, GIST
- We are seeking PhD students or collaborators with strong publication records (such as ICML, NeurIPS, ICLR, AAAI) to work with us in tackling ARC-AGI. We have a particular focus on reinforcement learning, neuro-symbolic program synthesis, and Human-AI alignment. This is an opportunity to work alongside passionate students in our group. Please contact me through this form.
News
Sep 29, 2024 | Join Us - Workshop on AI Capabilities (Nov 29) π©π»βπ« |
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Sep 3, 2024 | μ°κ΅¬ κ³Όμ μμ£Ό π |
Aug 18, 2024 | I will teach Machine learning and deep learning (AI5213/EC4213) in Fall 2024. |
Aug 8, 2024 | See our photos from IJCAI-24. |
Apr 26, 2024 | Introducing our work, O2ARC 3.0 (IJCAI-24-Demo) and ARCLE (CoLLAs-24). |
Mar 22, 2024 | Hosting AI Days - Workshop on AI capabilities π©π»βπ« |
Feb 26, 2024 | I will offer AI5308/AI4005 in Spring 2024. |
Feb 15, 2024 | Happy ARC Day 𧩠|
Dec 20, 2023 | Presented seven papers at Korea Software Congress 2023 π |
Dec 1, 2023 | Workshop on AI capabilities π©π»βπ« |