ICML 2025 Workshop CODEML Submissions

Developing and Maintaining an Open-Source Repository of AI Evaluations: Challenges and Insights
Alexandra Abbas, Celia Waggoner, Justin Olive
- Published: 09 Jun 2025, Last Modified: 14 Jul 2025
- CODEML@ICML25
- Readers: Everyone
Orthogonium: A Unified, Efficient Library of Orthogonal and 1‑Lipschitz Building Blocks
Thibaut Boissin, Franck Mamalet, Valentin Lafargue, Mathieu Serrurier
- Published: 09 Jun 2025, Last Modified: 14 Jul 2025
- CODEML@ICML25
- Readers: Everyone
TGM: A Modular Framework for Machine Learning on Temporal Graphs
Jacob Chmura, Shenyang Huang, Ali Parviz, Farimah Poursafaei, Michael M. Bronstein, Guillaume Rabusseau, Matthias Fey, Reihaneh Rabbany
- Published: 09 Jun 2025, Last Modified: 14 Jul 2025
- CODEML@ICML25
- Readers: Everyone
N$^2$: A Unified Python Package and Test Bench for Nearest Neighbor-Based Matrix Completion
Caleb Chin, Aashish Khubchandani, Harshvardhan Maskara, Kyuseong Choi, Jacob Feitelberg, Albert Gong, Manit Paul, Tathagata Sadhukhan, Anish Agarwal, Raaz Dwivedi
- Published: 09 Jun 2025, Last Modified: 14 Jul 2025
- CODEML@ICML25
- Readers: Everyone
KernelBot: A Competition Platform for Writing Heterogeneous GPU Code
Alex L Zhang, Matej Sirovatka, Erik Schultheis, Benjamin Horowitz, Mark Saroufim
- Published: 09 Jun 2025, Last Modified: 14 Jul 2025
- CODEML@ICML25 Spotlight
- Readers: Everyone
An LLM-Powered Tool for Enhancing Scientific Open-Source Repositories
Nikolay Nikitin, Andrey Getmanov, Zakhar Popov, Ulyanova Ekaterina Alekseevna, Yaroslav Aksenkin, Ilya Sokolov, Alexander Boukhanovsky
- Published: 09 Jun 2025, Last Modified: 14 Jul 2025
- CODEML@ICML25 Spotlight
- Readers: Everyone
Swizz: One-Liner Figures, LaTeX Tables, and Flexible Layouts for Scientific Papers
Lars C.P.M. Quaedvlieg, Andrea Miele, Caglar Gulcehre
- Published: 09 Jun 2025, Last Modified: 16 Jul 2025
- CODEML@ICML25
- Readers: Everyone
Provenance Design and Evolution in a Production ML Library
Adam Craig Pocock, Joseph Wonsil, Romina Mahinpei, Jack Sullivan, Margo Seltzer
- Published: 09 Jun 2025, Last Modified: 14 Jul 2025
- CODEML@ICML25
- Readers: Everyone
Bencher: Simple and Reproducible Benchmarking for Black-Box Optimization
Leonard Papenmeier, Luigi Nardi
- Published: 09 Jun 2025, Last Modified: 14 Jul 2025
- CODEML@ICML25
- Readers: Everyone
BoFire: Bayesian Optimization Framework Intended for Real Experiments
Johannes P. Dürholt, Thomas S. Asche, Johanna Kleinekorte, Gabriel Mancino-Ball, Benjamin Schiller, Simon Sung, Julian Keupp, Aaron Paul Osburg, Toby Boyne, Ruth Misener, Rosona Eldred, Chrysoula Dimitra Kappatou, Robert Matthew Lee, Dominik Linzner, Wagner Steuer Costa, David Walz, Niklas Wulkow, Behrang Shafei
- Published: 09 Jun 2025, Last Modified: 14 Jul 2025
- CODEML@ICML25
- Readers: Everyone
Meta-World+: An Improved, Standardized, RL Benchmark
Reginald McLean, Evangelos Chatzaroulas, Luc McCutcheon, Frank Röder, Tianhe Yu, Zhanpeng He, K.R. Zentner, Ryan Julian, J K Terry, Isaac Woungang, Nariman Farsad, Pablo Samuel Castro
- Published: 09 Jun 2025, Last Modified: 14 Jul 2025
- CODEML@ICML25 Spotlight
- Readers: Everyone
RepoST: Scalable Repository-Level Coding Environment Construction with Sandbox Testing
Yiqing Xie, Alex Xie, Divyanshu Sheth, Pengfei Liu, Daniel Fried, Carolyn Rose
- Published: 09 Jun 2025, Last Modified: 14 Jul 2025
- CODEML@ICML25
- Readers: Everyone
TorchAO: PyTorch-Native Training-to-Serving Model Optimization
Andrew Or, Apurva Jain, Daniel Vega-Myhre, Jesse Cai, Charles David Hernandez, Zhenrui Zhang, Driss Guessous, Vasiliy Kuznetsov, Christian Puhrsch, Mark Saroufim, Supriya Rao
- Published: 09 Jun 2025, Last Modified: 14 Jul 2025
- CODEML@ICML25
- Readers: Everyone
ZKLoRA: Efficient Zero-Knowledge Proofs for LoRA Verification
Bidhan Roy, Peter Potash, Marcos Villagra
- Published: 09 Jun 2025, Last Modified: 14 Jul 2025
- CODEML@ICML25
- Readers: Everyone
Maintaining MTEB: Towards Long Term Usability and Reproducibility of Embedding Benchmarks
Isaac Chung, Imene Kerboua, Márton Kardos, Roman Solomatin, Kenneth Enevoldsen
- Published: 09 Jun 2025, Last Modified: 14 Jul 2025
- CODEML@ICML25
- Readers: Everyone
Liger-Kernel: Efficient Triton Kernels for LLM Training
Pin-Lun Hsu, Yun Dai, Vignesh Kothapalli, Qingquan Song, Shao Tang, Siyu Zhu, Steven Shimizu, Shivam Sahni, Haowen Ning, Yanning Chen, Zhipeng Wang
- Published: 09 Jun 2025, Last Modified: 14 Jul 2025
- CODEML@ICML25
- Readers: Everyone
DISCO: A Browser-Based Privacy-Preserving Framework for Distributed Collaborative Learning
Julien Tuấn Tú Vignoud, Martin Jaggi, Mary-Anne Hartley, Tahseen Rabbani, Valérian Rousset
- Published: 09 Jun 2025, Last Modified: 14 Jul 2025
- CODEML@ICML25
- Readers: Everyone
SAGDA: Open-Source Synthetic Agriculture Data for Africa
Abdelghani Belgaid, Oumnia Ennaji
- Published: 09 Jun 2025, Last Modified: 14 Jul 2025
- CODEML@ICML25
- Readers: Everyone
$\texttt{markovml}$: A Python Package for Verifying Markov Processes with Embedded Machine Learning Models
Muhammad Maaz, Timothy Chan
- Published: 09 Jun 2025, Last Modified: 14 Jul 2025
- CODEML@ICML25
- Readers: Everyone