Showing cs.AIShow all
3 papers · 1 filter
cs.AI2026
TRACE-ROUTER: Task-Consistent and Adaptive Online Routing for Agentic AI
Ritik Raj, Souvik Kundu, Sarbartha Banerjee +3
Routing to select large language models (LLMs) with different cost-quality trade-offs has become a fundamental deployment feature of enterprise AI. Existing routers, primarily make…
cs.AI2026
Towards Understanding, Analyzing, and Optimizing Agentic AI Execution: A CPU-Centric Perspective
Ritik Raj, Souvik Kundu, Ishita Vohra +2
Agentic AI serving converts monolithic LLM-based inference to autonomous problem-solvers that can plan, call tools, perform reasoning, and adapt on the fly. Due to diverse task exe…
cs.AI2026
REASON: Accelerating Probabilistic Logical Reasoning for Scalable Neuro-Symbolic Intelligence
Zishen Wan, Che-Kai Liu, Jiayi Qian +3
Neuro-symbolic AI systems integrate neural perception with symbolic reasoning to enable data-efficient, interpretable, and robust intelligence beyond purely neural models. Although…