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SFT

2 papers across 2 sessions

Poster Session 3

1 paper
Thursday, December 4, 2025 · 11:00 AM → 2:00 PM
Exhibit Hall C,D,E
UFT: Unifying Supervised and Reinforcement Fine-Tuning
#402 · Mingyang Liu, Gabriele Farina, Asuman Ozdaglar

Unify supervised & reinforcement fine-tuning, and outperforms both of them. Together with theoretical justifications.

Poster Session 6

1 paper
Friday, December 5, 2025 · 4:30 PM → 7:30 PM
Exhibit Hall C,D,E
Hierachical Balance Packing: Towards Efficient Supervised Fine-tuning for Long-Context LLM
#802 · Yongqiang Yao, Jingru Tan, Kaihuan Liang, Feizhao Zhang, Jiahao Hu, Shuo Wu, Yazhe Niu, Ruihao Gong, Dahua Lin, Ningyi Xu

Hierachical Balance Packing, Efficient SFT