ICML 2025 Workshop CODEML Submissions

A2Perf: Benchmarking Autonomous Agents End-to-End in Realistic Domains
Ikechukwu Uchendu, Jason Jabbour, Korneel Van den Berghe, Joel Runevic, Matthew Stewart, Jeffrey Jian Ma, Srivatsan Krishnan, Izzeddin Gur, Austin V Huang, Colton Bishop, Paige Bailey, Wenjie Jiang, Ebrahim Songhori, Sergio Guadarrama, Jie Tan, J K Terry, Aleksandra Faust, Vijay Janapa Reddi
- Published: 09 Jun 2025, Last Modified: 14 Jul 2025
- CODEML@ICML25
- Readers: Everyone
Control Flow Operators in PyTorch
Yidi Wu, Thomas Ortner, Richard Zou, Edward Z. Yang, Adnan Akhundov, Horace He, Yanan Cao
- Published: 09 Jun 2025, Last Modified: 14 Jul 2025
- CODEML@ICML25
- Readers: Everyone
skglm: Improving scikit-learn for Regularized Generalized Linear Models
Mathurin Massias, Badr MOUFAD, Quentin Bertrand
- Published: 09 Jun 2025, Last Modified: 14 Jul 2025
- CODEML@ICML25
- Readers: Everyone
LUQ: Language Models Uncertainty Quantification Toolkit
Alexander V Nikitin, Martin Trapp, Pekka Marttinen
- Published: 09 Jun 2025, Last Modified: 14 Jul 2025
- CODEML@ICML25
- Readers: Everyone
Write Code that People Want to Use
Stella Biderman, Jennifer Mickel, Baber Abbasi
- Published: 09 Jun 2025, Last Modified: 14 Jul 2025
- CODEML@ICML25
- Readers: Everyone
TorchTitan: A PyTorch Native Platform for Training Generative AI Models
Tianyu Liu, Wanchao Liang
- Published: 09 Jun 2025, Last Modified: 14 Jul 2025
- CODEML@ICML25
- Readers: Everyone
An Open-Source Software Toolkit & Benchmark Suite for the Evaluation and Adaptation of Multimodal Action Models
Pranav Guruprasad, Yangyue Wang, Jaewoo Song, Sudipta Chowdhury, Harsh Sikka
- Published: 09 Jun 2025, Last Modified: 14 Jul 2025
- CODEML@ICML25
- Readers: Everyone
olmOCR: Unlocking Trillions of Tokens in PDFs with Vision Language Models
Jake Poznanski, Aman Rangapur, Jon Borchardt, Jason Dunkelberger, Christopher Wilhelm, Kyle Lo, Luca Soldaini
- Published: 09 Jun 2025, Last Modified: 14 Jul 2025
- CODEML@ICML25
- Readers: Everyone
Spatial Reasoners for Continuous Variables in Any Domain
Bart Pogodzinski, Christopher Wewer, Bernt Schiele, Jan Eric Lenssen
- Published: 09 Jun 2025, Last Modified: 14 Jul 2025
- CODEML@ICML25
- Readers: Everyone
If open source is to win, it must go public
Joshua Z Tan, Nicholas Vincent, Katherine Elkins, Magnus Sahlgren
- Published: 09 Jun 2025, Last Modified: 14 Jul 2025
- CODEML@ICML25 Spotlight
- Readers: Everyone
Open-Source Foosball Benchmark for Deep Reinforcement Learning
Matthew So, Kwansoo Lee, Judah Goldfeder, Hod Lipson
- Published: 09 Jun 2025, Last Modified: 14 Jul 2025
- CODEML@ICML25
- Readers: Everyone
Common Task Framework For a Critical Evaluation of Scientific Machine Learning Algorithms
Philippe Martin Wyder, Judah Goldfeder, Alexey Yermakov, Yue Zhao, Stefano Riva, Jan P. Williams, David Zoro, Amy Sara Rude, Matteo Tomasetto, Joe Germany, Joseph Bakarji, Georg Maierhofer, Miles Cranmer, J. Nathan Kutz
- Published: 09 Jun 2025, Last Modified: 14 Jul 2025
- CODEML@ICML25
- Readers: Everyone
Reproducible sampling from intractable distributions with Pigeons.jl
Miguel Biron-Lattes, Nikola Surjanovic, Paul Tiede, Saifuddin Syed, Trevor Campbell, Alexandre Bouchard-Côté
- Published: 09 Jun 2025, Last Modified: 14 Jul 2025
- CODEML@ICML25
- Readers: Everyone
FedRAG: A Framework for Fine-Tuning Retrieval-Augmented Generation Systems
Val Andrei Fajardo, D. B. Emerson, Amandeep Singh, Marcelo Lotif, Veronica Chatrath, Izuki Matsuba, Chi Ho Cheung, Ravi Theja Desetty
- Published: 09 Jun 2025, Last Modified: 14 Jul 2025
- CODEML@ICML25
- Readers: Everyone
laplax - Laplace Approximations with JAX
Tobias Weber, Bálint Mucsányi, Lenard Rommel, Thomas Christie, Lars Kasüschke, Marvin Pförtner, Philipp Hennig
- Published: 09 Jun 2025, Last Modified: 16 Jul 2025
- CODEML@ICML25
- Readers: Everyone
PyLO: Towards Accessible Learned Optimizers in Pytorch
Paul Janson, Benjamin Thérien, Quentin Gregory Anthony, Xiaolong Huang, Abhinav Moudgil, Eugene Belilovsky
- Published: 09 Jun 2025, Last Modified: 14 Jul 2025
- CODEML@ICML25
- Readers: Everyone
cp_measure: API-first feature extraction for image-based profiling workflows
Alán F Muñoz, Tim Treis, Alexandr A. Kalinin, Shatavisha Dasgupta, Fabian J Theis, Anne E Carpenter, Shantanu Singh
- Published: 09 Jun 2025, Last Modified: 14 Jul 2025
- CODEML@ICML25
- Readers: Everyone
DINOHash: Learning Adversarially Robust Perceptual Hashes from Self-Supervised Features
Shree Singhi, Aayush Gupta, Lukas Struppek
- Published: 09 Jun 2025, Last Modified: 14 Jul 2025
- CODEML@ICML25
- Readers: Everyone
Vulnerability of Text-Matching in ML/AI Conference Reviewer Assignments to Collusions
Jhih-Yi Hsieh, Aditi Raghunathan, Nihar B Shah
- Published: 09 Jun 2025, Last Modified: 14 Jul 2025
- CODEML@ICML25
- Readers: Everyone
Deploying User-Friendly Software: Six Recommendations to Make Single-Cell Foundation Models More Usable For Scientific Discovery
Izumi Ando, Hassaan Maan, Kieran R. Campbell
- Published: 09 Jun 2025, Last Modified: 14 Jul 2025
- CODEML@ICML25
- Readers: Everyone
AIF-GEN: Open-Source Platform and Synthetic Dataset Suite for Reinforcement Learning on Large Language Models
Jacob Chmura, Shahrad Mohammadzadeh, Ivan Anokhin, Jacob-Junqi Tian, Mandana Samiei, Taz Scott-Talib, Irina Rish, Doina Precup, Reihaneh Rabbany, Nishanth Anand
- Published: 09 Jun 2025, Last Modified: 14 Jul 2025
- CODEML@ICML25
- Readers: Everyone
DeepChem-Variant: A Modular Open Source Framework for Genomic Variant Calling
Ankita Vaishnobi Bisoi, Shreyas V, Jose Siguenza, Bharath Ramsundar
- Published: 09 Jun 2025, Last Modified: 14 Jul 2025
- CODEML@ICML25
- Readers: Everyone
EXO Gym: a simulation environment for low-bandwidth training
Seth Howes, Matt Beton, Mohamed Baioumy, Alex Cheema, Matthew Reed
- Published: 09 Jun 2025, Last Modified: 14 Jul 2025
- CODEML@ICML25
- Readers: Everyone
M(M)ORE : Massive Multimodal Open RAG & Extraction
Alexandre Sallinen, Stefan Krsteski, Paul Teiletche, Allard Marc-Antoine, Baptiste Lecoeur, Michael Zhang, Fabrice Nemo, David Kalajdzic, Matthias Meyer, Mary-Anne Hartley
- Published: 09 Jun 2025, Last Modified: 14 Jul 2025
- CODEML@ICML25
- Readers: Everyone
Scaling Private Deep Learning with Opacus: Advances for Large Language Models
Sai Aparna Aketi, Will Bullock, Iden Kalemaj, Enayat Ullah, Huanyu Zhang
- Published: 09 Jun 2025, Last Modified: 14 Jul 2025
- CODEML@ICML25
- Readers: Everyone