Jiaqi Yan
2 indexed papers
Recent (6 mo)
2With code
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226
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Architecture×1Crypto×1Multiagent×1
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2026
SoK: Security of Autonomous LLM Agents in Agentic Commerce
The paper develops a unified, cross-layer security framework for autonomous LLM agents operating in agentic commerce, identifying key attack vectors and proposing a layered defense architecture.
Beyond Prefill-Decode Disaggregation: Dissecting LLM Inference for Heterogeneous Platforms via Dynamic Operator Scheduling
This paper presents DOPS, a hardware-aware framework for optimizing operator scheduling and weight layouts in Large Language Models, achieving significant speedups over prefill-decode disaggregation.
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Papers
cs.ARNEWEmpiricalJul 28, 2026
Beyond Prefill-Decode Disaggregation: Dissecting LLM Inference for Heterogeneous Platforms via Dynamic Operator Scheduling
Jiaqi Yang, Jiayi Li, Yihan Fu, Hongxiao Zhao +4 more
This paper presents DOPS, a hardware-aware framework for optimizing operator scheduling and weight layouts in Large Language Models, achieving significant speedups over prefill-decode disaggregation.
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cs.CRcs.MA