Exact Conversion of In-Context Learning to Model Weights in Linearized-Attention Transformers. - Brian K. Chen; Tianyang Hu; Hui Jin; Hwee Kuan Lee; Kenji Kawaguchi (ICML, 2024)

Memory-Efficient LLM Training by Various-Grained Low-Rank Projection of Gradients. - Yezhen Wang; Zhouhao Yang; Brian K. Chen; Fanyi Pu; Bo Li; Tianyu Gao; Kenji Kawaguchi (CoRR, 2025)

Prefix-Tuning+: Modernizing Prefix-Tuning by Decoupling the Prefix from Attention. - Haonan Wang; Brian K. Chen; Siquan Li; Xinhe Liang; Hwee Kuan Lee; Kenji Kawaguchi; Tianyang Hu (CoRR, 2025)