3 papers
math.CO2026
An infinite family of doubly saturated -good graphs
Abhishek Saigal, Akaash R. Parthasarathy
For every odd integer , we prove that an explicit circulant graph on vertices is doubly saturated -good. The graph is triangle-free and has independence num…
cs.LG2026
PithTrain: A Compact and Agent-Native MoE Training System
Ruihang Lai, Hao Kang, Haozhan Tang +6
Mixture-of-Experts (MoE) has become the dominant architecture for frontier language models. To meet this demand, production frameworks have built optimized MoE training stacks over…
cs.AI2026
Beyond Accuracy and Cost: Latency-Aware LLM Query Routing for Dynamic Workloads
Shivam Patel, Akaash R. Parthasarathy, Ankur Mallick +1
Modern language query routers improve inference efficiency by assigning each query to a model that balances response quality and monetary cost. However, current query routers are l…