Publications

Also on Google Scholar.

1. arXiv 2026Beyond Accuracy and Cost: Latency-Aware LLM Query Routing for Dynamic Workloads

   Shivam Patel*, Akaash Parthasarathy*, Ankur Mallick, Gauri Joshi

   * Equal contribution

   Project page →arXiv

2. AdaptFM @ ICML 2026LOCUS: Low-Dimensional Model Embeddings for Efficient Model Exploration, Comparison, and Selection

   Shivam Patel, William Cocke, Gauri Joshi

   Project page →arXiv

3. arXiv 2026Federate the Router: Learning Language Model Routers with Sparse and Decentralized Evaluations

   Baris Askin*, Shivam Patel*, Anupam Nayak*, Andrea Vigano, Jiin Woo, Gauri Joshi, Carlee Joe-Wong

   * Equal contribution

   arXiv

4. AISTATS 2026ProxRouter: Proximity-Weighted LLM Query Routing for Improved Robustness to Outliers

   Shivam Patel, Neharika Jali, Ankur Mallick, Gauri Joshi

   Project page →arXiv

5. IEEE SPCOM 2024An Asymptotic CVaR Measure of Risk for Markov Chains

   Shivam Patel, Vivek S. Borkar

   arXiv

6. ICLR 2024f-FERM: A Scalable Framework for Robust Fair Empirical Risk Minimization

   Sina Baharlouei, Shivam Patel, Meisam Razaviyayn

   arXiv