Hugh James Leather

3 papers · 2023–2024 · 2 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

Jump to papers ↓

🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 📈 Trend Setter

Venues

ICML (2) ICLR (1)

Top co-authors

Gabriel Synnaeve (2) Baptiste Roziere (2) Youwei Liang (1) Yuandong Tian (1) Alex Gu (1) Mostafa Elhoushi (1) Francois Charton (1) Ali Shameli (1) Xiaomeng Yang (1) Chris Cummins (1)

Research topics

Artificial Intelligence (2) Machine Learning (2) Core AI (2) Deep Learning (1) Natural Language Processing (1) Reinforcement Learning (1) Application Areas (1) Core Methods (1) Learning Types (1) Methods (1) Optimization & Theory (1) Resources & Methods (1)

Keywords

reinforcement learning (1) neural machine translation (1) policy learning (1) beam search (1) compiler optimization (1) code translation (1) chain of thought (1) code reasoning (1) large language model (1) program optimization (1) compiler intermediate representation (1) execution benchmark (1) input prediction (1) python functions (1)

Papers

CRUXEval: A Benchmark for Code Reasoning, Understanding and Execution ICML 2024 Code Translation with Compiler Representations ICLR 2023 Learning Compiler Pass Orders using Coreset and Normalized Value Prediction ICML 2023