Publications

Yifan Zhao, Egan Johnson, Prasanth Chatarasi, Vikram Adve, Sasa Misailovic (2026). Neptune: Advanced ML Operator Fusion for Locality and Parallelism on GPUs. 47th ACM SIGPLAN Conference on Programming Language Design and Implementation (PLDI 2026).

Yifan Zhao, Hashim Sharif, Vikram Adve, Sasa Misailovic (2024). Felix: Optimizing Tensor Programs with Gradient Descent. 29th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, Volume 3 (ASPLOS ‘24).

Yifan Zhao, Hashim Sharif, Peter Pao-Huang, Vatsin Ninad Shah, Arun Narenthiran Sivakumar, Mateus Valverde Gasparino, Abdulrahman Mahmoud, Nathan Zhao, Sarita Adve, Girish Chowdhary, Sasa Misailovic, Vikram Adve (2023). ApproxCaliper: A Programmable Framework for Application-Aware Neural Network Optimization. Proceedings of Machine Learning and Systems 5.

Hashim Sharif, Yifan Zhao, Maria Kotsifakou, Akash Kothari, Ben Schreiber, Elizabeth Wang, Yasmin Sarita, Nathan Zhao, Keyur Joshi, Vikram S. Adve, Sasa Misailovic, Sarita Adve (2021). ApproxTuner: a compiler and runtime system for adaptive approximations.. PPoPP ‘21: 26th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming.

Tanvir Ahmed Khan, Yifan Zhao, Gilles Pokam, Barzan Mozafari, Baris Kasikci (2019). Huron: Hybrid False Sharing Detection and Repair. Proceedings of the 40th ACM SIGPLAN Conference on Programming Language Design and Implementation.