Rabiul Awal
Visiting Researcher
AI Frontier Research
My research focuses on visual representation learning and generative models. I’m starting my PhD at Mila/University of Montreal and currently work as a research intern at the MAIR lab, Mila, with Aishwarya Agrawal. I hold an MSc in Computer Science from the University of Saskatchewan and an undergraduate degree from Bangladesh.
Interests
- Visual Representation Learning
- Generative Models
Publications
Rendering-Aware Reinforcement Learning for Vector Graphics Generation.
Neural Information Processing Systems (NeurIPS),
2025.
The Promise of RL for Autoregressive Image Editing.
Neural Information Processing Systems (NeurIPS),
2025.
WebMMU: A Benchmark for Multimodal Multilingual Website Understanding and Code Generation.
Conference on Empirical Methods in Natural Language Processing (EMNLP),
2025.
WebMMU: A Benchmark for Multimodal Multilingual Website Understanding and Code Generation.
Workshop at the Computer Vision and Pattern Recognition Conference (CVPR),
2025.
WebMMU: A Benchmark for Multimodal Multilingual Website Understanding and Code Generation.
Workshop at the International Conference of Learning Representation (ICLR),
2025.
BigDocs: An Open and Permissively-Licensed Dataset for Training Multimodal Models on Document and Code Tasks.
International Conference of Learning Representations (ICLR),
2025.
BigDocs: A Permissively-Licensed Dataset for Training Vision-Language Models on Document and Code Tasks.
Workshop at the Neural Information Processing Systems (NeurIPS),
2024.