Shravan Nayak

MS student, Computer Science, Université de Montréal

Joined

November 2021

Names

Shravan Nayak (Preferred)

Emails

****@itbhu.ac.in (Confirmed)

****@gmail.com (Confirmed)

****@mila.quebec (Confirmed)

Personal Links

Career & Education History

MS student

Computer Science, Université de Montréal (umontreal.ca)

2023 – Present

Software Engineer

Microsoft (microsoft.com)

2021 – 2023

Undergrad student

Electronics Engineering, IIT(BHU) Varanasi (iitbhu.ac.in)

2017 – 2021

Advisors, Relations & Conflicts

PhD Advisor

Aishwarya Agrawal

2023 – Present

Coauthor

Surangika Ranathunga

2021 – 2023

Coauthor

Timo Baumann

2020 – 2023

Expertise

Vision and Language

2023 – Present

Natural Language Processing

2018 – Present

Publications

EnterpriseOps-Gym: Environments and Evaluations for Stateful Agentic Planning and Tool Use in Enterprise Settings
Shiva Krishna Reddy Malay, Shravan Nayak, Jishnu Sethumadhavan Nair, Sagar Davasam, Aman Tiwari, Sathwik Tejaswi Madhusudhan, Sridhar Krishna Nemala, Srinivas Sunkara, Sai Rajeswar
- LLA 2026 Poster
- Readers: Everyone
CUA-Suite: Massive Human-annotated Video Demonstrations for Computer-Use Agents
Xiangru Jian, Shravan Nayak, Kevin Qinghong Lin, Aarash Feizi, Kaixin Li, Patrice Bechard, Spandana Gella, Sai Rajeswar
- LLA 2026 Poster
- Readers: Everyone
Value Drifts: Tracing Value Alignment During LLM Post-Training
Mehar Bhatia, Shravan Nayak, Gaurav Kamath, Marius Mosbach, Karolina Stanczak, Vered Shwartz, Siva Reddy
- CAO Poster
- Readers: Everyone
EnterpriseOps-Gym: Environments and Evaluations for Stateful Agentic Planning and Tool Use in Enterprise Settings
Shiva Krishna Reddy Malay, Shravan Nayak, Aman Tiwari, Jishnu Sethumadhavan Nair, Sathwik Tejaswi Madhusudhan, Sagar Davasam, Srinivas Sunkara, Sai Rajeswar
- ICLR 2026 Workshop DATA-FM
- Readers: Everyone
Value Drifts: Tracing Value Alignment During LLM Post-Training
Mehar Bhatia, Shravan Nayak, Gaurav Kamath, Marius Mosbach, Karolina Stanczak, Vered Shwartz, Siva Reddy
- Submitted to ICLR 2026
- Readers: Everyone
Grounding Computer Use Agents on Human Demonstrations
Aarash Feizi, Shravan Nayak, Xiangru Jian, Kevin Qinghong Lin, Kaixin Li, Rabiul Awal, Xing Han Lù, Johan Obando-Ceron, Juan A. Rodriguez, Nicolas Chapados, David Vazquez, Adriana Romero-Soriano, Reihaneh Rabbany, Perouz Taslakian, Christopher Pal, Spandana Gella, Sai Rajeswar
- ICLR 2026 Poster
- Readers: Everyone
CulturalFrames: Assessing Cultural Expectation Alignment in Text-to-Image Models and Evaluation Metrics
Shravan Nayak, Mehar Bhatia, Xiaofeng Zhang, Verena Rieser, Lisa Anne Hendricks, Sjoerd van Steenkiste, Yash Goyal, Karolina Stanczak, Aishwarya Agrawal
- MoFA Poster
- Readers: Everyone
UI-Vision: A Desktop-centric GUI Benchmark for Visual Perception and Interaction
Shravan Nayak, Xiangru Jian, Kevin Qinghong Lin, Juan A. Rodriguez, Montek Kalsi, Nicolas Chapados, M. Tamer Özsu, Aishwarya Agrawal, David Vazquez, Christopher Pal, Perouz Taslakian, Spandana Gella, Sai Rajeswar
- ICML 2025 poster
- Readers: Everyone
LIVS: A Pluralistic Alignment Dataset for Inclusive Public Spaces
Rashid Mushkani, Shravan Nayak, Hugo Berard, Allison Cohen, Shin Koseki, Hadrien Bertrand
- ICML 2025 poster
- Readers: Everyone
BigDocs: An Open Dataset for Training Multimodal Models on Document and Code Tasks
Juan A. Rodriguez, Xiangru Jian, Siba Smarak Panigrahi, Tianyu Zhang, Aarash Feizi, Abhay Puri, Akshay Kalkunte Suresh, François Savard, Ahmed Masry, Shravan Nayak, Rabiul Awal, Mahsa Massoud, Amirhossein Abaskohi, Zichao Li, Suyuchen Wang, Pierre-Andre Noel, Mats Leon Richter, Saverio Vadacchino, Shubham Agarwal, Sanket Biswas et al. (19 additional authors not shown)
- ICLR 2025 Poster
- Readers: Everyone

View all 21 publications

Co-Authors

View all 101 co-authors