Prajwal Singhania

According to our database, Prajwal Singhania authored at least 12 papers between 2018 and 2026.

Collaborative distances:

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

2026

Speculating Experts Accelerates Inference for Mixture-of-Experts.

Vivan Madan, Prajwal Singhania, Abhinav Bhatele, Tom Goldstein, Ashwinee Panda

CoRR, March, 2026

Understanding and Improving Communication Performance in Multi-node LLM Inference.

Prajwal Singhania, Siddharth Singh, Lannie Dalton Hough, Akarsh Srivastava, Harshitha Menon, Charles Fredrick Jekel, Abhinav Bhatele

Proceedings of the ACM Conference on AI and Agentic Systems, 2026

2025

Optimizing Agentic Language Model Inference via Speculative Tool Calls.

Daniel Nichols, Prajwal Singhania, Charles F. Jekel, Abhinav Bhatele, Harshitha Menon

CoRR, December, 2025

LLM Inference Beyond a Single Node: From Bottlenecks to Mitigations with Fast All-Reduce Communication.

Prajwal Singhania, Siddharth Singh, Lannie Dalton Hough, Akarsh Srivastava, Harshitha Menon, Charles F. Jekel, Abhinav Bhatele

CoRR, November, 2025

Power Law Guided Dynamic Sifting for Efficient Attention.

Nirav Koley, Prajwal Singhania, Abhinav Bhatele

CoRR, June, 2025

2024

Democratizing AI: Open-source Scalable LLM Training on GPU-based Supercomputers.

Siddharth Singh, Prajwal Singhania, Aditya K. Ranjan, John Kirchenbauer, Jonas Geiping, Yuxin Wen, Neel Jain, Abhimanyu Hans, Manli Shu, Aditya Tomar, Tom Goldstein, Abhinav Bhatele

Proceedings of the International Conference for High Performance Computing, 2024

Loki: Low-rank Keys for Efficient Sparse Attention.

Prajwal Singhania, Siddharth Singh, Shwai He, Soheil Feizi, Abhinav Bhatele

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

Be like a Goldfish, Don't Memorize! Mitigating Memorization in Generative LLMs.

Abhimanyu Hans, John Kirchenbauer, Yuxin Wen, Neel Jain, Hamid Kazemi, Prajwal Singhania, Siddharth Singh, Gowthami Somepalli, Jonas Geiping, Abhinav Bhatele, Tom Goldstein

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

2021

Alternating Direction Method of Multipliers for Quantization.

Tianjian Huang, Prajwal Singhania, Maziar Sanjabi, Pabitra Mitra, Meisam Razaviyayn

Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021

2019

Thou Shalt Not Hate: Countering Online Hate Speech.

Binny Mathew, Punyajoy Saha, Hardik Tharad, Subham Rajgaria, Prajwal Singhania, Suman Kalyan Maity, Pawan Goyal, Animesh Mukherjee

Proceedings of the Thirteenth International Conference on Web and Social Media, 2019

Stance Detection in Web and Social Media: A Comparative Study.

Shalmoli Ghosh, Prajwal Singhania, Siddharth Singh, Koustav Rudra, Saptarshi Ghosh

Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2019

2018

Thou shalt not hate: Countering Online Hate Speech.

Binny Mathew, Hardik Tharad, Subham Rajgaria, Prajwal Singhania, Suman Kalyan Maity, Pawan Goyal, Animesh Mukherjee

CoRR, 2018