Sai Surya Duvvuri

According to our database, Sai Surya Duvvuri authored at least 11 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Interleaved Head Attention.

Sai Surya Duvvuri, Chanakya Ekbote, Rachit Bansal, Rishabh Tiwari, Devvrit Khatri, David Brandfonbrener, Paul Pu Liang, Inderjit S. Dhillon, Manzil Zaheer

CoRR, February, 2026

LUCID: Attention with Preconditioned Representations.

Sai Surya Duvvuri, Nirmal Patel, Nilesh Gupta, Inderjit S. Dhillon

CoRR, February, 2026

2025

Let's (not) just put things in Context: Test-Time Training for Long-Context LLMs.

Rachit Bansal, Aston Zhang, Rishabh Tiwari, Lovish Madaan, Sai Surya Duvvuri, Devvrit Khatri, David Brandfonbrener, David Alvarez-Melis, Prajjwal Bhargava, Mihir Sanjay Kale, Samy Jelassi

CoRR, December, 2025

The Art of Scaling Reinforcement Learning Compute for LLMs.

Devvrit Khatri, Lovish Madaan, Rishabh Tiwari, Rachit Bansal, Sai Surya Duvvuri, Manzil Zaheer, Inderjit S. Dhillon, David Brandfonbrener, Rishabh Agarwal

CoRR, October, 2025

Fast and Simplex: 2-Simplicial Attention in Triton.

Aurko Roy, Timothy Chou, Sai Surya Duvvuri, Sijia Chen, Jiecao Yu, Xiaodong Wang, Manzil Zaheer, Rohan Anil

CoRR, July, 2025

LASER: Attention with Exponential Transformation.

Sai Surya Duvvuri, Inderjit S. Dhillon

Proceedings of the Forty-second International Conference on Machine Learning, 2025

LoRA Done RITE: Robust Invariant Transformation Equilibration for LoRA Optimization.

Jui-Nan Yen, Si Si, Zhao Meng, Felix X. Yu, Sai Surya Duvvuri, Inderjit S. Dhillon, Cho-Jui Hsieh, Sanjiv Kumar

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

Combining Axes Preconditioners through Kronecker Approximation for Deep Learning.

Sai Surya Duvvuri, Devvrit, Rohan Anil, Cho-Jui Hsieh, Inderjit S. Dhillon

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

Block Low-Rank Preconditioner with Shared Basis for Stochastic Optimization.

Jui-Nan Yen, Sai Surya Duvvuri, Inderjit S. Dhillon, Cho-Jui Hsieh

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

A Computationally Efficient Sparsified Online Newton Method.

Devvrit, Sai Surya Duvvuri, Rohan Anil, Vineet Gupta, Cho-Jui Hsieh, Inderjit S. Dhillon

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2020

iBox: Internet in a Box.

Sachin Ashok, Sai Surya Duvvuri, Nagarajan Natarajan, Venkata N. Padmanabhan, Sundararajan Sellamanickam, Johannes Gehrke

Proceedings of the HotNets '20: The 19th ACM Workshop on Hot Topics in Networks, 2020