Sathwik Madhusudhan

Publications

Augmenting LLM Reasoning with Dynamic Notes Writing for Complex QA. Rishabh Maheshwary, Masoud Hashemi, Khyati Mahajan, Shiva Krishna Reddy Malay, Sai Rajeswar Mudumba, Sathwik Madhusudhan, Spandana Gella, Vikas Yadav. At Language Resources and Evaluation Conference, 2026.

AlignVLM: Bridging Vision and Language Latent Spaces for Multimodal Document Understanding. Ahmed Masry, Juan A. Rodriguez, Tianyu Zhang, Suyuchen Wang, Chao Wang, Aarash Feizi, Akshay Kalkunte, Abhay Puri, Xiangru Jian, Pierre-André Noël, Sathwik Madhusudhan, Marco Pedersoli, Bang Liu, Nicolas Chapados, Yoshua Bengio, Enamul Hoque Prince , Christopher Pal, Issam H. Laradji, David Vazquez, Perouz Taslakian, Spandana Gella, Sai Rajeswar Mudumba. At Neural Information Processing Systems (NeurIPS), 2025.

ColMate: Contrastive Late Interaction and Masked Text for Multimodal Document Retrieval. Ahmed Masry, Megh Thakkar, Patrice Béchard, Sathwik Madhusudhan, Rabiul Awal, Shambhavi Mishra, Akshay Kalkunte, Enamul Hoque Prince , Spandana Gella, Torsten Scholak, Sai Rajeswar Mudumba. At Conference on Empirical Methods in Natural Language Processing (EMNLP), 2025.

AlignVLM: Bridging Vision and Language Latent Spaces for Multimodal Understanding. Ahmed Masry, Juan A. Rodriguez, Tianyu Zhang, Suyuchen Wang, Chao Wang, Aarash Feizi, Akshay Kalkunte, Abhay Puri, Xiangru Jian, Pierre-André Noël, Sathwik Madhusudhan, Marco Pedersoli, Bang Liu, Nicolas Chapados, Yoshua Bengio, Enamul Hoque Prince , Christopher Pal, Issam H. Laradji, David Vazquez, Perouz Taslakian, Spandana Gella, Sai Rajeswar Mudumba. At Workshop at the International Conference of Learning Representation (ICLR), 2025.