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Workshop
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Sat 12:00
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CPP-UT-Bench: Can LLMs Write Complex Unit Tests in C++?
Vaishnavi Bhargava · Rajat Ghosh · Debojyoti Dutta
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Workshop
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Sun 16:28
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Yao Shu, Wenyang Hu, See-Kiong Ng, Bryan Kian Hsiang Low & Fei Richard Yu. Ferret: Federated Full-Parameter Tuning at Scale for Large Language Models
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Workshop
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Ferret: Federated Full-Parameter Tuning at Scale for Large Language Models
Yao Shu · Wenyang Hu · See-Kiong Ng · Bryan Kian Hsiang Low · Fei Yu
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Workshop
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TOU: Truncated-factorized reduction for an efficient-parameter model fine-tuning
Phuong Thi-Mai Nguyen · Minh-Son Dao · Koji Zettsu
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Workshop
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Navigating Parameter Space with Geodesic Interpolation: A New Approach to Efficient Fine-Tuning
Sophia Abraham
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Workshop
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Sun 14:10
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The effect of fine-tuning on language model toxicity
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Workshop
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Discrepancy-Guided Parameter Suppression for Robust Fine-tuning
Chang Liu · Jingyu Ma
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Poster
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Fri 11:00
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VB-LoRA: Extreme Parameter Efficient Fine-Tuning with Vector Banks
Yang Li · Shaobo Han · Jonathan Shihao Ji
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Workshop
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Parameter-Efficient Fine-Tuning of State Space Models
Kevin Galim · Wonjun Kang · Yuchen Zeng · HYUNG IL KOO · Kangwook Lee
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Workshop
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Sat 10:42
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Parameter-Efficient Fine-Tuning of State Space Models
Kevin Galim · Jungtaek Kim · Wonjun Kang · Yuchen Zeng · HYUNG IL KOO · Kangwook Lee
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Workshop
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Improving Fine-Tuning with Latent Cluster Correction
Cédric Thanh
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Workshop
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FedEx-LoRA: Exact Aggregation for Federated Parameter-Efficient Fine-Tuning of Foundation Models
Raghav Singhal · Kaustubh Ponkshe · Praneeth Vepakomma
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