Publications

Marco Terral, Haotian Zhang, Tianyang Zhang, Meng Lin, Xiaoqing Xie, Haoran Dai, Darsh Kaushik, Pai Peng, Nicklas Scharpff, David Vázquez, Others (2026). WildSVG: Towards Reliable SVG Generation Under Real-Word Conditions. arXiv preprint arXiv:2602.21416.

Juan Rodriguez, Haotian Zhang, Abhay Puri, Tianyang Zhang, Rishav Pramanik, Meng Lin, Xiaoqing Xie, Marco Terral, Darsh Kaushik, Aly Shariff, Others (2026). VectorGym: A Multitask Benchmark for SVG Code Generation, Sketching, and Editing. arXiv preprint arXiv:2603.29852.

Patrice Bechard, Chao Wang, Amirhossein Abaskohi, Juan Rodriguez, Christopher Pal, David Vázquez, Spandana Gella, Sai Rajeswar, Perouz Taslakian (2026). StarFlow: Generating Structured Workflow Outputs from Sketch Images. Conference of the European Chapter of the Association for Computational Linguistics (EACL).

Rafael Pardinas, Ehsan Kamalloo, David Vázquez, Alexandre Drouin (2026). Apriel-1.5-OpenReasoner: RL Post-Training for General-Purpose and Efficient Reasoning. arXiv preprint arXiv:2604.02007.

Rabiul Awal, Mahsa Massoud, Zichao Li, Aarash Feizi, Suyuchen Wang, Christopher Pal, Aishwarya Agrawal, David Vázquez, Siva Reddy, Juan a Rodriguez, Others (2025). WebMMU: A Benchmark for Multimodal Multilingual Website Understanding and Code Generation. Conference on Empirical Methods in Natural Language Processing (EMNLP).

Shravan Nayak, Xiangru Jian, Kevin Q. Lin, Juan A. Rodriguez, Montek Kalsi, Rabiul Awal, Nicolas Chapados, M. Tamer Özsu, Aishwarya Agrawal, David Vázquez, Others (2025). UI-Vision: A Desktop-Centric GUI Benchmark for Visual Perception and Interaction. International Conference on Machine Learning (ICML).

Juan A. Rodriguez, Shubham Agarwal, Issam H. Laradji, Pau Rodriguez, David Vázquez, Christopher Pal, Marco Pedersoli (2025). StarVector: Generating Scalable Vector Graphics Code from Images and Text. Computer Vision and Pattern Recognition (CVPR).

Juan a Rodriguez, Haotian Zhang, Abhay Puri, Aarash Feizi, Rishav Pramanik, Pascal Wichmann, Arnab Mondal, Mohammad Reza Samsami, Rabiul Awal, Perouz Taslakian, Others (2025). Rendering-Aware Reinforcement Learning for Vector Graphics Generation. Advances in Neural Information Processing Systems (NeurIPS).

Juan Antonio Rodriguez Garcia, Christopher Joseph Pal, Issam Laradji, David Vázquez (2025). Intent Discovery using Large Language Models. US Patent App. 18/625,066.

Aarash Feizi, Shravan Nayak, Xiangru Jian, Kevin Qinghong Lin, Kaixin Li, Rabiul Awal, Xing Han Lù, Johan Obando-Ceron, Juan a Rodriguez, Nicolas Chapados, Others (2025). Grounding Computer Use Agents on Human Demonstrations. International Conference on Learning Representations (ICLR).