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Workshop
ALTA: Compiler-Based Analysis of Transformers
Peter Shaw · James Cohan · Jacob Eisenstein · Kenton Lee · Jonathan Berant · Kristina N Toutanova
Workshop
Quantum Wasserstein Compilation: Unitary Compilation using the Quantum Earth Mover's Distance
Marvin Richter · Abhishek Dubey · Axel Plinge · Christopher Mutschler · Daniel Scherer · Michael Hartmann
Workshop
Transformers are Efficient Compilers, Provably
Xiyu Zhai · Runlong Zhou · Liao Zhang · Simon Du
Workshop
Scalable RL for Systems via Offline Imitation from Multiple Baselines: A Case Study in Compiler Optimization
Teodor Vanislavov Marinov · Alekh Agarwal · Mircea Trofin
Workshop
Algorithmic Language Models with Neurally Compiled Libraries
Lucas Saldyt · Subbarao Kambhampati
Poster
ComBack: A Versatile Dataset for Enhancing Compiler Backend Development Efficiency
Ming Zhong · FANG LYU · Lulin Wang · Hongna Geng · Lei Qiu · Huimin Cui · Xiaobing Feng
Workshop
Sun 15:10 Scalable RL for Systems via Offline Imitation from Multiple Baselines: A Case Study in Compiler Optimization (Teodor V. Marinov, Google)
Teodor Vanislavov Marinov · Alekh Agarwal · Mircea Trofin
Workshop
PolicyLR: An LLM compiler for Logic-based Representation for Privacy Policies
Ashish Hooda · Rishabh Khandelwal · Prasad Chalasani · Kassem Fawaz · Somesh Jha
Competition
Sun 10:45 Compilation and Validation of the Weather Event Dataset
Aleksandra Gruca
Workshop
OMPar: Automatic Parallelization with AI-Driven Source-to-Source Compilation
Tal Kadosh · Niranjan Hasabnis · Prema Soundararajan · Vy Vo · Mihai Capotă · Nesreen K. Ahmed · Yuval Pinter · Gal Oren
Workshop
Sat 15:30 Enable Large Language Model Deployment Across Cloud and Edge with ML Compilation
Tianqi Chen