Shreyas Subramanian

According to our database, Shreyas Subramanian authored at least 9 papers between 2023 and 2026.

Collaborative distances:

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

2026

Keyword search is all you need: Achieving RAG-Level Performance without vector databases using agentic tool use.

Shreyas Subramanian, Adewale Akinfaderin, Yanyan Zhang, Ishan Singh, Mani Khanuja, Sandeep Singh, Maira Ladeira Tanke

CoRR, February, 2026

2025

Small Language Models for Efficient Agentic Tool Calling: Outperforming Large Models with Targeted Fine-tuning.

Polaris Jhandi, Owais Kazi, Shreyas Subramanian, Neel Sendas

CoRR, December, 2025

VERAFI: Verified Agentic Financial Intelligence through Neurosymbolic Policy Generation.

Adewale Akinfaderin, Shreyas Subramanian

CoRR, December, 2025

Dynamic Learning Rate Scheduling based on Loss Changes Leads to Faster Convergence.

Shreyas Subramanian, Bala Krishnamoorthy, Pranav Murthy

CoRR, December, 2025

Plan-and-Write: Structure-Guided Length Control for LLMs without Model Retraining.

Adewale Akinfaderin, Shreyas Subramanian, Akarsha Sehwag

CoRR, November, 2025

Small Language Models (SLMs) Can Still Pack a Punch: A survey.

Shreyas Subramanian, Vikram Elango, Mecit Gungor

CoRR, January, 2025

2024

Hop, skip, jump to Convergence: Dynamics of Learning Rate Transitions for Improved Training of Large Language Models.

Shreyas Subramanian, Vignesh Ganapathiraman, Corey Barrett

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

2023

Efficient Learning rate schedules for Stochastic Non-negative Matrix Factorization via Reinforcement Learning.

Shreyas Subramanian, Vignesh Ganapathiraman, Aly El Gamal

Proceedings of the First Tiny Papers Track at ICLR 2023, 2023

Learned Learning Rate Schedules for Deep Neural Network Training Using Reinforcement Learning.

Shreyas Subramanian, Vignesh Ganapathiraman, Aly El Gamal

Proceedings of the First Tiny Papers Track at ICLR 2023, 2023