Publications

Junsu Kim, Jaeyeon Kim, Ernest K. Ryu (2025). LoRA Training Provably Converges to a Low-Rank Global Minimum or It Fails Loudly (But it Probably Won't Fail). arXiv preprint.

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Jaeyeon Kim, Kulin Shah*, Vasilis Kontonis, Sham Kakade, Sitan Chen (2025). Train for the Worst, Plan for the Best: Understanding Token Ordering in Masked Diffusions. arXiv preprint.

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Jaeyeon Kim, Sehyun Kwon*, Joo Young Choi, Jongho Park, Jaewoong Cho, Jason D. Lee, Ernest K. Ryu (2024). Task Diversity Shortens the ICL Plateau. Arxiv preprint.

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TaeHo Yoon, Jaeyeon Kim, Jaewook J. Suh, Ernest K. Ryu (2024). Optimal Acceleration for Minimax and Fixed-Point Problems is Not Unique. ICML, 2024 (Spotlight).

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Jaeyeon Kim, Chanwoo Park, Asuman Ozdaglar, Jelena Diakonikolas, Ernest K. Ryu (2023). Mirror Duality in Convex Optimization. arXiv preprint.

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