Publications

You can also find my articles on my Google Scholar profile.

Journal Articles

AI Agent Protocol Benchmark: A Unified Framework for Evaluating Multi-Agent Communication

Published in arXiv preprint, 2025

This paper presents a unified benchmark for evaluating AI agent communication protocols across diverse tasks, focusing on task performance, communication cost, and robustness.

Recommended citation: Li, J., et al. (2025). "AI Agent Protocol Benchmark: A Unified Framework for Evaluating Multi-Agent Communication." arXiv preprint arXiv:2510.17149.
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Conference Papers

K2V2: Optimizing KV Cache Memory Management via Channel-Specific Mixed-Precision Quantization

Published in MLSys 2026, 2025

This paper introduces K2V2, a novel KV cache quantization strategy that combines sink32 and 25% K-channel precision boost to recover accuracy close to FP16.

Recommended citation: Li, J., et al. (2025). "K2V2: Optimizing KV Cache Memory Management via Channel-Specific Mixed-Precision Quantization." MLSys 2026.
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Jisen Li

Publications

Journal Articles

AI Agent Protocol Benchmark: A Unified Framework for Evaluating Multi-Agent Communication

Conference Papers

K2V2: Optimizing KV Cache Memory Management via Channel-Specific Mixed-Precision Quantization