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Wenxuan Ma

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Book Open access Aug 2026

DualLane: Fast and Reliable LLM Agents for Interactive AIOps via Dual-Path Planning

DualLane, a novel parallel dual-path planning architecture designed for AI agents, adaptively manages the highly skewed frequency distribution characteristic of real-world user queries and underscores the practical viability and effectiveness of adaptive dual-path planning in large-scale, interactive AIOps systems.

Haoyu Wang, Wenxuan Ma, Bing Hu et al. · Proceedings of the 32nd ACM... · 0 citations