@article{talokar2026helpful,title={Helpful to a Fault: Measuring Illicit Assistance in Multi-Turn, Multilingual LLM Agents},author={Talokar, Nivya and Tarun, Ayush K and Mandal, Murari and Andriushchenko, Maksym and Bosselut, Antoine},journal={International Conference on Machine Learning},year={2026},}
2025
Revisiting Multilingual Data Mixtures in Language Model Pretraining
Negar Foroutan, Paul Teiletche, Ayush Kumar Tarun, and
1 more author
@article{foroutan2025revisiting,title={Revisiting Multilingual Data Mixtures in Language Model Pretraining},author={Foroutan, Negar and Teiletche, Paul and Tarun, Ayush Kumar and Bosselut, Antoine},journal={arXiv preprint arXiv:2510.25947},year={2025},}
Apertus: Democratizing Open and Compliant LLMs for Global Language Environments
@article{apertus2025,title={Apertus: Democratizing Open and Compliant LLMs for Global Language Environments},author={Team, Apertus},journal={arXiv preprint arXiv:2509.14233},year={2025},}
INCLUDE: Evaluating Multilingual Language Understanding with Regional Knowledge
Angelika Romanou, Negar Foroutan, Anna Sotnikova, and
7 more authors
International Conference on Learning Representations, 2025
@article{romanou2025include,title={INCLUDE: Evaluating Multilingual Language Understanding with Regional Knowledge},author={Romanou, Angelika and Foroutan, Negar and Sotnikova, Anna and Nelaturu, Sree Harsha and Singh, Shivalika and Maheshwary, Rishabh and Kim, Micol and Schubotz, Moritz and Bosselut, Antoine and others},journal={International Conference on Learning Representations},year={2025},}
Can Performant LLMs Be Ethical? Quantifying the Impact of Web Crawling Opt-Outs
Dongyang Fan, Vinko Sabolčec, Matin Ansaripour, and
4 more authors
@article{fan2025can,title={Can Performant LLMs Be Ethical? Quantifying the Impact of Web Crawling Opt-Outs},author={Fan, Dongyang and Sabolčec, Vinko and Ansaripour, Matin and Tarun, Ayush Kumar and Jaggi, Martin and Bosselut, Antoine and Schlag, Imanol},journal={Conference on Language Modeling},year={2025},}
Chitrarth: Bridging Vision and Language for a Billion People
Shaharukh Khan, Ayush Tarun, Abhinav Ravi, and
6 more authors
IEEE International Conference on Acoustics, Speech and Signal Processing, 2025
@article{khan2025chitrarthicassp,title={Chitrarth: Bridging Vision and Language for a Billion People},author={Khan, Shaharukh and Tarun, Ayush and Ravi, Abhinav and Faraz, Ali and Pokala, Praveen Kumar and Bhangare, Anagha and Kolla, Raja and Khatri, Chandra and Agarwal, Shubham},journal={IEEE International Conference on Acoustics, Speech and Signal Processing},year={2025},}
Krutrim LLM: Multilingual Foundational Model for over a Billion People
Aditya Kallappa, Palash Kamble, Abhinav Ravi, and
5 more authors
@article{kallappa2025krutrim,title={Krutrim LLM: Multilingual Foundational Model for over a Billion People},author={Kallappa, Aditya and Kamble, Palash and Ravi, Abhinav and Patidar, Atharva and Dhruv, Vinayak and Kumar, Deepak and Awasthi, Raghav and others},journal={arXiv preprint arXiv:2502.09642},year={2025},}
2024
A Unified Framework for Continual Learning and Unlearning
Romit Chatterjee, Vikram S Chundawat, Ayush K Tarun, and
2 more authors
@article{chatterjee2024unified,title={A Unified Framework for Continual Learning and Unlearning},author={Chatterjee, Romit and Chundawat, Vikram S and Tarun, Ayush K and Mali, Ankur A and Mandal, Murari},journal={arXiv preprint arXiv:2408.11374},year={2024},}
Chitrarth: Bridging Vision and Language for a Billion People
Shaharukh Khan, Ayush Tarun, Abhinav Ravi, and
6 more authors
Neural Information Processing Systems, Workshop on Multimodal Algorithmic Reasoning (MAR), 2024
@article{khan2024chitrarth,title={Chitrarth: Bridging Vision and Language for a Billion People},author={Khan, Shaharukh and Tarun, Ayush and Ravi, Abhinav and Faraz, Ali and Pokala, Praveen Kumar and Bhangare, Anagha and Kolla, Raja and Khatri, Chandra and Agarwal, Shubham},journal={Neural Information Processing Systems, Workshop on Multimodal Algorithmic Reasoning (MAR)},year={2024},}
Chitranuvad: Adapting Multi-Lingual LLMs for Multimodal Translation
Shaharukh Khan, Ayush Tarun, Ali Faraz, and
7 more authors
Empirical Methods in Natural Language Processing, Workshop on Asian Translation (WAT), 2024
@article{khan2024chitranuvad,title={Chitranuvad: Adapting Multi-Lingual LLMs for Multimodal Translation},author={Khan, Shaharukh and Tarun, Ayush and Faraz, Ali and Kamble, Palash and Dahiya, Vivek and Pokala, Praveen and Kulkarni, Ashish and Khatri, Chandra and Ravi, Abhinav and Agarwal, Shubham},journal={Empirical Methods in Natural Language Processing, Workshop on Asian Translation (WAT)},year={2024},}
EcoVal: An Efficient Data Valuation Framework for Machine Learning
Ayush Tarun, Vikram Chundawat, Murari Mandal, and
3 more authors
ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024
@article{tarun2024ecoval,title={EcoVal: An Efficient Data Valuation Framework for Machine Learning},author={Tarun, Ayush and Chundawat, Vikram and Mandal, Murari and Tan, Hong Ming and Chen, Bowei and Kankanhalli, Mohan},journal={ACM SIGKDD Conference on Knowledge Discovery and Data Mining},year={2024},}
2023
Deep Regression Unlearning
Ayush K Tarun, Vikram S Chundawat, Murari Mandal, and
1 more author
International Conference on Machine Learning, 2023
@article{tarun2022deep,title={Deep Regression Unlearning},author={Tarun, Ayush K and Chundawat, Vikram S and Mandal, Murari and Kankanhalli, Mohan},journal={International Conference on Machine Learning},year={2023},}
Fast yet effective machine unlearning
Ayush K Tarun, Vikram S Chundawat, Murari Mandal, and
1 more author
IEEE Transactions on Neural Networks and Learning Systems, 2023
@article{tarun2023fast,title={Fast yet effective machine unlearning},author={Tarun, Ayush K and Chundawat, Vikram S and Mandal, Murari and Kankanhalli, Mohan},journal={IEEE Transactions on Neural Networks and Learning Systems},year={2023},publisher={IEEE},}
Zero-shot machine unlearning
Vikram S Chundawat, Ayush K Tarun, Murari Mandal, and
1 more author
IEEE Transactions on Information Forensics and Security, 2023
@article{chundawat2023zero,title={Zero-shot machine unlearning},author={Chundawat, Vikram S and Tarun, Ayush K and Mandal, Murari and Kankanhalli, Mohan},journal={IEEE Transactions on Information Forensics and Security},year={2023},publisher={IEEE},}
Can bad teaching induce forgetting? Unlearning in deep networks using an incompetent teacher
Vikram S Chundawat, Ayush K Tarun, Murari Mandal, and
1 more author
@article{chundawat2022can,title={Can bad teaching induce forgetting? Unlearning in deep networks using an incompetent teacher},author={Chundawat, Vikram S and Tarun, Ayush K and Mandal, Murari and Kankanhalli, Mohan},journal={AAAI Conference on Artificial Intelligence},year={2023},}
2022
A Universal Metric for Robust Evaluation of Synthetic Tabular Data
Vikram S Chundawat, Ayush K Tarun, Murari Mandal, and
2 more authors
IEEE Transactions on Artificial Intelligence, 2022
@article{chundawat2022universal,title={A Universal Metric for Robust Evaluation of Synthetic Tabular Data},author={Chundawat, Vikram S and Tarun, Ayush K and Mandal, Murari and Lahoti, Mukund and Narang, Pratik},journal={IEEE Transactions on Artificial Intelligence},year={2022},publisher={IEEE},}
