NeurIPS 2025 Workshop WiML Submissions

Building Text and Speech Benchmark Datasets and Models for Low-Resourced East African Languages: Experiences and Lessons
Claire Babirye
- Published: 22 Sept 2025, Last Modified: 22 Sept 2025
- WiML @ NeurIPS 2025
- Readers: Everyone
Pidgin Science Voices: A Community-Driven Speech Corpus for Inclusive STEM Education
Flora Oladipupo
- Published: 22 Sept 2025, Last Modified: 22 Sept 2025
- WiML @ NeurIPS 2025
- Readers: Everyone
Lightweight Vision Transformers for Mammography: Balancing Accuracy and Efficiency with Methodological Rigor
Tisha Patel, Divya Chaudhary
- Published: 22 Sept 2025, Last Modified: 22 Sept 2025
- WiML @ NeurIPS 2025
- Readers: Everyone
Personalized AI-driven Teacher’s Comment Model for Nigerian Secondary School Students’ Result
Alaran Misturah Adunni
- Published: 22 Sept 2025, Last Modified: 22 Sept 2025
- WiML @ NeurIPS 2025
- Readers: Everyone
Towards Inclusive NLP: Benchmarking and Mitigating Bias in Named Entity Recognition for African Languages and Entities.
Nunsi Shiaki
- Published: 22 Sept 2025, Last Modified: 22 Sept 2025
- WiML @ NeurIPS 2025
- Readers: Everyone
TimeSeriesGym: A Scalable Benchmark for (Time Series) Machine Learning Engineering Agents
Xinyu Li, Yifu Cai, Mononito Goswami, Michał Wiliński, Gus Welter, Artur Dubrawski
- Published: 22 Sept 2025, Last Modified: 22 Sept 2025
- WiML @ NeurIPS 2025
- Readers: Everyone
TARnISHED: Forecasting Emergency Department visits using Wastewater with Multivariate Gaussian Random Walks
Rebeca Cardim Falcao, Michael A Irvine, Hind Sbihi, David A McVea
- Published: 22 Sept 2025, Last Modified: 22 Sept 2025
- WiML @ NeurIPS 2025
- Readers: Everyone
Data-Driven Detection of Leaking Valves in Air Handling Units
Maheen Abdul Ghani
- Published: 22 Sept 2025, Last Modified: 22 Sept 2025
- WiML @ NeurIPS 2025
- Readers: Everyone
Data Driven AI: Federated Explainable AI for Privacy-Preserving Lung and Colon Cancer Medical Image Diagnosis
ADENUSI CECILIA AJOWHO
- Published: 22 Sept 2025, Last Modified: 22 Sept 2025
- WiML @ NeurIPS 2025
- Readers: Everyone
Artificial Mental Modeling by Leveraging Prescriptive Components in Large Language Models (LLMs)
Prajvi Saxena, Sabine Janzen, Wolfgang Maass
- Published: 22 Sept 2025, Last Modified: 22 Sept 2025
- WiML @ NeurIPS 2025
- Readers: Everyone
Law-like Principles for Artificial Intelligence: Better Construction and Interpretation of Rules
Luxi He
- Published: 22 Sept 2025, Last Modified: 22 Sept 2025
- WiML @ NeurIPS 2025
- Readers: Everyone
HIFoD: Rethinking Indicators of Compromise in Heterogeneous Image Forgery Detection, Classification and Localization
Oluwaseyi Funmi Afe
- Published: 22 Sept 2025, Last Modified: 22 Sept 2025
- WiML @ NeurIPS 2025
- Readers: Everyone
SicklePrenatal: Biometric-Guided Deep Learning For Early Sickle Cell Risk Detection From Fetal Ultrasound
Bisiriyu Maqsudhat Kofoworola
- Published: 22 Sept 2025, Last Modified: 22 Sept 2025
- WiML @ NeurIPS 2025
- Readers: Everyone
Identifying Key Predictors of Food Security in Mexico using Machine Learning Models
Arianna Roehrich
- Published: 22 Sept 2025, Last Modified: 22 Sept 2025
- WiML @ NeurIPS 2025
- Readers: Everyone
Inclusive Education through AI: A Framework for Swahili - English Audio Access in Tanzanian Libraries
Theofrida Julius Maginga
- Published: 22 Sept 2025, Last Modified: 22 Sept 2025
- WiML @ NeurIPS 2025
- Readers: Everyone
Optimizing Noise Distributions for Differential Privacy
Atefeh Gilani, Juan Felipe Gomez, Shahab Asoodeh, Flavio Calmon, Oliver Kosut, Lalitha Sankar
- Published: 22 Sept 2025, Last Modified: 22 Sept 2025
- WiML @ NeurIPS 2025
- Readers: Everyone
Robustness of Vision-Based Human Activity Recognition under Naturalistic Distribution Shifts
Ghazal Kaviani, Yavuz Yarici, Ghassan AlRegib
- Published: 22 Sept 2025, Last Modified: 22 Sept 2025
- WiML @ NeurIPS 2025
- Readers: Everyone
Topology Matters: How Scale and Alignment Reshape Multilingual Spaces
Oumaima Hourrane
- Published: 22 Sept 2025, Last Modified: 22 Sept 2025
- WiML @ NeurIPS 2025
- Readers: Everyone
Ensemble Deep Learning for Forecasting Lassa Fever Outbreaks in Nigeria: Integrating Incidence and Weather Data for Early Warning
Iyanu Pelumi Adegun
- Published: 22 Sept 2025, Last Modified: 22 Sept 2025
- WiML @ NeurIPS 2025
- Readers: Everyone
When Endangered Voices Speak: Building the First Ehugbo Dialect Audio Dataset Through Grassroots Collaboration
UKACHI AGNES EZE-MBEY, Victor Tolulope Olufemi, Uloma Calista Eze-Mbey
- Published: 22 Sept 2025, Last Modified: 22 Sept 2025
- WiML @ NeurIPS 2025
- Readers: Everyone
LLM-based Code Evaluation for Fairness
Ritta Neg Mfa, Surbhi Rathore, Ayman Sandouk, Sarah M Brown
- Published: 22 Sept 2025, Last Modified: 22 Sept 2025
- WiML @ NeurIPS 2025
- Readers: Everyone
See No Evil: Adversarial Attacks on Referring Multi-Object Tracking Systems
Halima Bouzidi, Mohammad Al Faruque
- Published: 22 Sept 2025, Last Modified: 22 Sept 2025
- WiML @ NeurIPS 2025
- Readers: Everyone
Adversarial Priors Unleashed with Soft Actor Critic
Nayari Marie Lessa, Melya Boukheddimi, Frank Kirchner
- Published: 22 Sept 2025, Last Modified: 22 Sept 2025
- WiML @ NeurIPS 2025
- Readers: Everyone
Personalizing Foundation Models for Cancer Imaging: A Study on Lymph Node Segmentation with SAM2 and MedSAM2
Nida Saddaf Khan, Naveen Garg, Xiaoqian Jiang
- Published: 22 Sept 2025, Last Modified: 22 Sept 2025
- WiML @ NeurIPS 2025
- Readers: Everyone
Graph-Based Multimodal Learning for Early Sepsis Prediction in Resource-Constrained Clinical Settings
Sofia Bourhim
- Published: 22 Sept 2025, Last Modified: 22 Sept 2025
- WiML @ NeurIPS 2025
- Readers: Everyone