Ekbote, Chanakya

8 publications

NeurIPS 2025 QoQ-Med: Building Multimodal Clinical Foundation Models with Domain-Aware GRPO Training Wei Dai, Peilin Chen, Chanakya Ekbote, Paul Pu Liang

ICML 2025 Understanding the Emergence of Multimodal Representation Alignment Megan Tjandrasuwita, Chanakya Ekbote, Liu Ziyin, Paul Pu Liang

ICLRW 2025 Understanding the Emergence of Multimodal Representation Alignment Megan Tjandrasuwita, Chanakya Ekbote, Liu Ziyin, Paul Pu Liang

NeurIPS 2025 What One Cannot, Two Can: Two-Layer Transformers Provably Represent Induction Heads on Any-Order Markov Chains Chanakya Ekbote, Ashok Vardhan Makkuva, Marco Bondaschi, Nived Rajaraman, Michael Gastpar, Jason D. Lee, Paul Pu Liang

NeurIPS 2024 Local to Global: Learning Dynamics and Effect of Initialization for Transformers Ashok Vardhan Makkuva, Marco Bondaschi, Chanakya Ekbote, Adway Girish, Alliot Nagle, Hyeji Kim, Michael Gastpar

ICMLW 2024 Local to Global: Learning Dynamics and Effect of Initialization for Transformers Ashok Vardhan Makkuva, Marco Bondaschi, Chanakya Ekbote, Adway Girish, Alliot Nagle, Hyeji Kim, Michael Gastpar

NeurIPS 2023 FiGURe: Simple and Efficient Unsupervised Node Representations with Filter Augmentations Chanakya Ekbote, Ajinkya Deshpande, Arun Iyer, Sundararajan Sellamanickam, Ramakrishna Bairi

ECML-PKDD 2022 A Piece-Wise Polynomial Filtering Approach for Graph Neural Networks Vijay Lingam, Manan Sharma, Chanakya Ekbote, Rahul Ragesh, Arun Iyer, Sundararajan Sellamanickam