Knowledge and Information Systems

From Binary to General Attributes: Attributed Hypergraph Generation with Realistic Interplay Between Structure and Attributes

Jaewan Chun, Seokbum Yoon, Minyoung Choe, Geon Lee, Kijung Shin

MA-CNAPS: Parameter-Efficient Multi-Agent Reinforcement Learning for Self-Reflective Routing and Grounded Model Selection in Modular AI Platforms

JaeHyeok Lee, InJae Jeong, SangMin Kim, MoonHyun Lee, DaeKyeong Park, Sangpil Kim

Compact Lossy Compression of Tensors via Neural Tensor-Train Decomposition

Taehyung Kwon, Jihoon Ko, Jinhong Jung, Jun-Gi Jang, Kijung Shin

Effective and Lightweight Lossy Compression of Tensors: Techniques and Applications

Jihoon Ko, Taehyung Kwon, Jinhong Jung, Kijung Shin

Compact Lossy Compression of Tensors via Neural Tensor-Train Decomposition

Taehyung Kwon, Jihoon Ko, Jinhong Jung, Jun-Gi Jang, Kijung Shin

Falcon: lightweight and accurate convolution based on depthwise separable convolution

Jun-Gi Jang, Chun Quan, Hyun Dong Lee, U Kang

Falcon: Lightweight and Accurate Convolution Based on Depthwise Separable Convolution

Jun-Gi Jang, Chun Quan, Hyun Dong Lee, U Kang

Temporal Hypergraph Motifs

Geon Lee, Kijung Shin