Seminar

We hold a weekly lab seminar and host invited speakers.

Full schedule
2026
12/23 Research Sync Lab members
12/16 NeurIPS Sharing Session Lab members
12/02 Proving and Improving the Platonic Representation Hypothesis with JEPAs Eunchan Jo
11/25 DeepSeek Open Agent Stack Seounghyun Jang
11/18 Diffusion Will Be Everywhere Suchan Lee
11/12 EMNLP Sharing Session Lab members
11/04 Correction Training for Diffusion Models UC Berkeley Donghoon Ahn
10/21 Aligning Forest and Trees in Images & Long Captions for Visually Grounded Understanding U Michigan Byeongju Woo
10/21 AI Workflow Sharing Session Lab members
10/15 Flow Language Models KAIST Jinwoo Kim
10/07 From Reasoning to Intuition: Jev and System I Models Myeongsoo Kim
09/23 Internal Review Lab members
09/16 Internal Review Lab members
09/09 Internal Review Lab members
09/02 ALIN Workshop Sharing Session Lab members
08/12 Research Sync Lab members
08/05 SeeTraceAct: Visibility-Aware Latent Planning from Cross-Embodiment Demonstration Videos Georgia Tech Jaehyeon Son
07/28 Aligned in Name Only: Probing, Breaking, and Building Safety and Fairness in LLMs U Michigan Naihao Deng
07/22 MemEye: A Visual-Centric Evaluation Framework for Multimodal Agent Memory Eunchan Jo
07/15 ICML Sharing Session Lab members
07/01 Research Sync Lab members
06/24 Conditional Memory via Scalable Lookup: A New Axis of Sparsity for Large Language Models Chaewon Park
06/17 ESI-Bench: Towards Embodied Spatial Intelligence that Closes the Perception–Action Loop Sangoh Lee
05/28 LEGO-Eval: Towards Fine-grained Evaluation on Synthesizing 3D Embodied Environments with Tool Augmentation Gyeom Hwangbo
05/21 ELF: Embedded Language Flows Suchan Lee
05/14 TabPFN-2.5: Advancing the State of the Art in Tabular Foundation Models Sanghyung Lee
04/29 Research Sync Lab members
04/23 DS-STAR: Data Science Agent via Iterative Planning and Verification Myeongsoo Kim
04/09 CliffordNet: All You Need is Geometric Algebra Sanghun Lee
04/08 Meta-Harness: End-to-End Optimization of Model Harnesses Stanford Yoonho Lee
04/02 Discovering Symbolic Models from Deep Learning with Inductive Biases Chaewon Park
03/26 OK-Robot: What Really Matters in Integrating Open-Knowledge Models for Robotics Kwangmo Yang
03/19 Causal-JEPA: Learning World Models through Object-Level Latent Interventions Brown univ. Heejeong Nam
03/19 How to Effectively Use the Claude Ecosystem? Sangoh Lee
03/12 Paper Review Session Lab members
02/12 Scalable Inference Algorithms for Large Language Models KAIST Woomin Song
01/21 Toward Spatial Intelligence: Learning Equivariant Features for Visual Correspondence and Pose Estimation CAU Jongmin Lee
2025
12/10 Cambrian-S: Towards Spatial Supersensing in Video Seounghyun Jang
12/03 Less is More: Recursive Reasoning with Tiny Networks Suchan Lee
11/26 Discovering Latent Graphs with GFlowNets for Diverse Conditional Image Generation Myeongsoo Kim