NeurIPS 2025 Workshop WiML Submissions

Overcoming Data Scarcity in Depth-Based Human Action Recognition via Zero-Shot Depth Estimation
Rebeka Angyal
- Published: 22 Sept 2025, Last Modified: 22 Sept 2025
- WiML @ NeurIPS 2025
- Readers: Everyone
Temporal Kolmogorov-Arnold Networks for Robust Multi-Horizon PM$_ {2.5}$ Forecasting
Dzodzoenyenye Adjowa SENANOU, Uriel Nguefack Yefou
- Published: 22 Sept 2025, Last Modified: 22 Sept 2025
- WiML @ NeurIPS 2025
- Readers: Everyone
Speak, Start, See, Sense: How NLP, Robotics, and Computer Vision can Improve Automated Experimentation in Self-driving Labs
Kristen Hallas, Tarun Allaparti, Akshita Ramya Kamsali, Aldair E. Gongora
- Published: 22 Sept 2025, Last Modified: 22 Sept 2025
- WiML @ NeurIPS 2025
- Readers: Everyone
Comparative Analysis of Machine Learning Models for Climate Change Sentiment Classification: A Multi-Method Evaluation Study
Rasheed OYEWOLE, Rafiat Bamimore Akodu, Toheeb Adedolapo Jumah, Sanda Taiwo, Salam Taoubane
- Published: 22 Sept 2025, Last Modified: 22 Sept 2025
- WiML @ NeurIPS 2025
- Readers: Everyone
GAITGen: Disentangled Motion-Pathology Impaired Gait Generative Model
Vida Adeli, Soroush Mehraban, Benjamin Filtjens, Alan L. Whone, Majid Mirmehdi, Andrea Iaboni, Babak Taati
- Published: 22 Sept 2025, Last Modified: 22 Sept 2025
- WiML @ NeurIPS 2025
- Readers: Everyone
LLM-Powered Graph Reasoning for Knowledge Discovery
Ioanna Gemou, Tassallah Abdullahi, Ritambhara Singh
- Published: 22 Sept 2025, Last Modified: 22 Sept 2025
- WiML @ NeurIPS 2025
- Readers: Everyone
Interpreting GFlowNets for Drug Discovery: Extracting Actionable Insights for Medicinal Chemistry
Amirtha Varshini Anbuchezhiyan Sindhanai, Duminda S Ranasinghe, Hok Hei Tam
- Published: 22 Sept 2025, Last Modified: 22 Sept 2025
- WiML @ NeurIPS 2025
- Readers: Everyone
A Multimodal Retrieval-Augmented Generation System for Banking Knowledge Access
Sodanou Clervie Sandrine SOME
- Published: 22 Sept 2025, Last Modified: 22 Sept 2025
- WiML @ NeurIPS 2025
- Readers: Everyone
Ask Me Again Differently: GRAS for Measuring Bias in Vision Language Models on Gender, Race, Age, and Skin Tone
Shaivi Malik, Hasnat Md Abdullah, Sriparna Saha, Amit Sheth
- Published: 22 Sept 2025, Last Modified: 22 Sept 2025
- WiML @ NeurIPS 2025
- Readers: Everyone
LEMON: A Unified and Scalable 3D Multimodal Model for Universal Spatial Understanding
Yongyuan Liang, Furong Huang
- Published: 22 Sept 2025, Last Modified: 22 Sept 2025
- WiML @ NeurIPS 2025
- Readers: Everyone
Mind the Gap: LLM Actions vs. Human Social Understanding in Moral Dilemmas
Jiseon Kim, Jea Kwon, Luiz Felipe Vecchietti, Wenchao Dong, Alice Oh, Meeyoung Cha
- Published: 22 Sept 2025, Last Modified: 22 Sept 2025
- WiML @ NeurIPS 2025
- Readers: Everyone
Explainable Multimodal Machine Learning for ESG Rating Prediction
Krishalika Rathnayake
- Published: 22 Sept 2025, Last Modified: 22 Sept 2025
- WiML @ NeurIPS 2025
- Readers: Everyone
Towards Democratizing LLMs: Investigating Multilingual Mixture-of-Experts Models
Aditi Khandelwal, Marius Mosbach, Verna Dankers, Siva Reddy, Golnoosh Farnadi
- Published: 22 Sept 2025, Last Modified: 22 Sept 2025
- WiML @ NeurIPS 2025
- Readers: Everyone
Constraint-Aware Tabular Variational AutoEncoder for Synthetic Data Generation in Health Domain
Fatou lo Niang
- Published: 22 Sept 2025, Last Modified: 22 Sept 2025
- WiML @ NeurIPS 2025
- Readers: Everyone
Analysing and Classifying Legal Texts on Mexican Cases of Domestic Violence: A Natural Language Processing and CNN-Based Approach
Nayely Iturbe, Natalia Efremova
- Published: 22 Sept 2025, Last Modified: 22 Sept 2025
- WiML @ NeurIPS 2025
- Readers: Everyone
From Prediction to Causation: Active Experiment Design for Robust Discovery
Jothsna Praveena Pendyala, Aman Goyal
- Published: 22 Sept 2025, Last Modified: 22 Sept 2025
- WiML @ NeurIPS 2025
- Readers: Everyone
AI-Driven Accident Detection and Emergency Response for Low-Resource Settings
Everlyne Nalule
- Published: 22 Sept 2025, Last Modified: 22 Sept 2025
- WiML @ NeurIPS 2025
- Readers: Everyone
From Sensing to Reasoning: Multi-Modal Large Language Models Guiding Robotic Intelligence in Autonomous Labs
Akshita Ramya Kamsali, Kristen Hallas, Aldair E. Gongora
- Published: 22 Sept 2025, Last Modified: 22 Sept 2025
- WiML @ NeurIPS 2025
- Readers: Everyone
Reduced-Dimensional Anomaly-Aware Generalization for Deepfake Image Detection
Archita, Soumya Sharma
- Published: 22 Sept 2025, Last Modified: 22 Sept 2025
- WiML @ NeurIPS 2025
- Readers: Everyone
LLM-Enabled Semantic Caching for Affordable Web Access
Hafsa Akbar, Danish Athar, Muhammad Ayain Fida Rana, Zartash Afzal Uzmi, Ihsan Ayyub Qazi, Zafar Ayyub Qazi
- Published: 22 Sept 2025, Last Modified: 22 Sept 2025
- WiML @ NeurIPS 2025
- Readers: Everyone
BiasEdit: Debiasing Stereotyped Language Models via Model Editing
Xin Xu
- Published: 22 Sept 2025, Last Modified: 22 Sept 2025
- WiML @ NeurIPS 2025
- Readers: Everyone
Distributed Specialization: How Transformers Process Rare Tokens Through Parameter Differentiation
Jing Liu
- Published: 22 Sept 2025, Last Modified: 22 Sept 2025
- WiML @ NeurIPS 2025
- Readers: Everyone
Unmasking COVID-19 Vulnerability in Nigeria: Mapping Risks Beyond Urban Hotspots
Sheila Wafula, Blessed Madukoma
- Published: 22 Sept 2025, Last Modified: 22 Sept 2025
- WiML @ NeurIPS 2025
- Readers: Everyone
Clinically Grounded Agent-based Report Evaluation: An Interpretable Metric for Radiology Report Generation
Radhika Dua, Young Joon Fred Kwon, Siddhant Dogra, Daniel Freedman, Motaz Nashawaty, Daniel Alexander Alber, Kyunghyun Cho, Eric Karl Oermann
- Published: 22 Sept 2025, Last Modified: 22 Sept 2025
- WiML @ NeurIPS 2025
- Readers: Everyone
SENSE: SENsing Similarity SEeing Structure
Nikita Malik, Mohit Kataria, Sandeep Kumar
- Published: 22 Sept 2025, Last Modified: 22 Sept 2025
- WiML @ NeurIPS 2025
- Readers: Everyone