Bobby Yan

According to our database, Bobby Yan authored at least 7 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Partitioning Unstructured Sparse Tensor Algebra for Load-Balanced Parallel Execution.

Atharva Chougule, Alexander J. Root, Rubens Lacouture, Bobby Yan, Rohan Yadav, Fredrik Kjolstad

CoRR, April, 2026

Fast Autoscheduling for Sparse ML Frameworks.

Bobby Yan, Alexander J. Root, Trevor Gale, David Broman, Fredrik Kjolstad

Proceedings of the IEEE/ACM International Symposium on Code Generation and Optimization, 2026

2024

Compilation of Shape Operators on Sparse Arrays.

Alexander J. Root, Bobby Yan, Peiming Liu, Christophe Gyurgyik, Aart J. C. Bik, Fredrik Kjolstad

Proc. ACM Program. Lang., 2024

Scorch: A Library for Sparse Deep Learning.

Bobby Yan, Alexander J. Root, Trevor Gale, David Broman, Fredrik Kjolstad

CoRR, 2024

2023

Holistic Evaluation of Language Models.

Percy Liang, Rishi Bommasani, Tony Lee, Dimitris Tsipras, Dilara Soylu, Michihiro Yasunaga, Yian Zhang, Deepak Narayanan, Yuhuai Wu, Ananya Kumar, Benjamin Newman, Binhang Yuan, Bobby Yan, Ce Zhang, Christian Cosgrove, Christopher D. Manning, Christopher Ré, Diana Acosta-Navas, Drew A. Hudson, Eric Zelikman, Esin Durmus, Faisal Ladhak, Frieda Rong, Hongyu Ren, Huaxiu Yao, Jue Wang, Keshav Santhanam, Laurel J. Orr, Lucia Zheng, Mert Yüksekgönül, Mirac Suzgun, Nathan Kim, Neel Guha, Niladri S. Chatterji, Omar Khattab, Peter Henderson, Qian Huang, Ryan Chi, Sang Michael Xie, Shibani Santurkar, Surya Ganguli, Tatsunori Hashimoto, Thomas Icard, Tianyi Zhang, Vishrav Chaudhary, William Wang, Xuechen Li, Yifan Mai, Yuhui Zhang, Yuta Koreeda

Trans. Mach. Learn. Res., 2023

2022

FORML: Learning to Reweight Data for Fairness.

Bobby Yan, Skyler Seto, Nicholas Apostoloff

CoRR, 2022

2020

Hindsight Logging for Model Training.

Rolando Garcia, Eric Liu, Vikram Sreekanti, Bobby Yan, Anusha Dandamudi, Joseph Gonzalez, Joseph M. Hellerstein, Koushik Sen

Proc. VLDB Endow., 2020