A Resource Model For Neural Scaling Law. - Jinyeop Song; Ziming Liu; Max Tegmark; Jeff Gore (CoRR, 2024)

Emergence of Abstractions: Concept Encoding and Decoding Mechanism for In-Context Learning in Transformers. - Seungwook Han; Jinyeop Song; Jeff Gore; Pulkit Agrawal 001 (CoRR, 2024)

Reconciling Kaplan and Chinchilla Scaling Laws. - Tim Pearce; Jinyeop Song (Trans. Mach. Learn. Res., 2024)

When AI Co-Scientists Fail: SPOT-a Benchmark for Automated Verification of Scientific Research. - Guijin Son; Jiwoo Hong; Honglu Fan; Heejeong Nam; Hyunwoo Ko; Seungwon Lim; Jinyeop Song; Jinha Choi; Gonçalo Paulo; Youngjae Yu; Stella Biderman (CoRR, 2025)