Xunzhuo Liu - RankMe

15 papers Journal 15

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	98⨉ Faster LLM Routing Without a Dedicated GPU: Flash Attention, Prompt Compression, and Near-Streaming for the vLLM Semantic Router. CoRR Xunzhuo Liu, Bowei He, Xue Liu, Andy Luo, Haichen Zhang, Huamin Chen
2026	J	`jnl`	Adaptive Vision-Language Model Routing for Computer Use Agents. CoRR Xunzhuo Liu, Bowei He, Xue Liu, Andy Luo, Haichen Zhang, Huamin Chen
2026	J	`jnl`	Conflict-Free Policy Languages for Probabilistic ML Predicates: A Framework and Case Study with the Semantic Router DSL. CoRR Xunzhuo Liu, Hao Wu, Huamin Chen, Bowei He, Xue Liu
2026	J	`jnl`	Fast and Faithful: Real-Time Verification for Long-Document Retrieval-Augmented Generation Systems. CoRR Xunzhuo Liu, Bowei He, Xue Liu, Haichen Zhang, Huamin Chen
2026	J	`jnl`	FleetOpt: Analytical Fleet Provisioning for LLM Inference with Compress-and-Route as Implementation Mechanism. CoRR Huamin Chen, Xunzhuo Liu, Yuhan Liu, Junchen Jiang, Bowei He, Xue Liu
2026	J	`jnl`	From Inference Routing to Agent Orchestration: Declarative Policy Compilation with Cross-Layer Verification. CoRR Huamin Chen, Xunzhuo Liu, Bowei He, Xue Liu
2026	J	`jnl`	Knowledge Access Beats Model Size: Memory Augmented Routing for Persistent AI Agents. CoRR Xunzhuo Liu, Bowei He, Xue Liu, Andy Luo, Haichen Zhang, Huamin Chen
2026	J	`jnl`	Outcome-Aware Tool Selection for Semantic Routers: Latency-Constrained Learning Without LLM Inference. CoRR Huamin Chen, Xunzhuo Liu, Junchen Jiang, Bowei He, Xue Liu
2026	J	`jnl`	The 1/W Law: An Analytical Study of Context-Length Routing Topology and GPU Generation Gains for LLM Inference Energy Efficiency. CoRR Huamin Chen, Xunzhuo Liu, Yuhan Liu, Junchen Jiang, Bowei He, Xue Liu
2026	J	`jnl`	The Workload-Router-Pool Architecture for LLM Inference Optimization: A Vision Paper from the vLLM Semantic Router Project. CoRR Huamin Chen, Xunzhuo Liu, Bowei He, Fuyuan Lyu, Yankai Chen, Xue Liu, Yuhan Liu, Junchen Jiang
2026	J	`jnl`	Visual Confused Deputy: Exploiting and Defending Perception Failures in Computer-Using Agents. CoRR Xunzhuo Liu, Bowei He, Xue Liu, Andy Luo, Haichen Zhang, Huamin Chen
2026	J	`jnl`	inference-fleet-sim: A Queueing-Theory-Grounded Fleet Capacity Planner for LLM Inference. CoRR Huamin Chen, Xunzhuo Liu, Yuhan Liu, Junchen Jiang, Bowei He, Xue Liu
2026	J	`jnl`	vLLM Semantic Router: Signal Driven Decision Routing for Mixture-of-Modality Models. CoRR Xunzhuo Liu, Huamin Chen, Samzong Lu, Yossi Ovadia, Guohong Wen, Hao Wu, Zhengda Tan, Jintao Zhang, Senan Zedan, Yehudit Kerido, Liav Weiss, Haichen Zhang, Bishen Yu, Asaad Balum, Noa Limoy, Abdallah Samara, Baofa Fan, Brent Salisbury, Ryan Cook, Zhijie Wang, Qiping Pan, Rehan Khan, Avishek Goswami, Houston H. Zhang, Shuyi Wang, Ziang Tang, Fang Han, Zohaib Hassan, Jianqiao Zheng, Avinash Changrani
2025	J	`jnl`	Category-Aware Semantic Caching for Heterogeneous LLM Workloads. CoRR Chen Wang, Xunzhuo Liu, Yue Zhu, Alaa Youssef, Priya Nagpurkar, Huamin Chen
2025	J	`jnl`	When to Reason: Semantic Router for vLLM. CoRR Chen Wang, Xunzhuo Liu, Yuhan Liu, Yue Zhu, Xiangxi Mo, Junchen Jiang, Huamin Chen