APA (7th ed.) Citation

Deng, W., Zeng, Q., Zhang, J., Chen, M., Ding, Z., Thrampoulidis, C., . . . Li, X. (2025). For-Value: Efficient Forward-Only Data Valuation for finetuning LLMs and VLMs.

Chicago Style (17th ed.) Citation

Deng, Wenlong, Qi Zeng, Jiaming Zhang, Minghui Chen, Zixin Ding, Christos Thrampoulidis, Boying Gong, and Xiaoxiao Li. For-Value: Efficient Forward-Only Data Valuation for Finetuning LLMs and VLMs. 2025.

MLA (9th ed.) Citation

Deng, Wenlong, et al. For-Value: Efficient Forward-Only Data Valuation for Finetuning LLMs and VLMs. 2025.