Lequn Chen

Affiliations:
  • Perplexity AI, San Francisco, CA, USA (2024 - )
  • University of Washington, Paul G. Allen School of Computer Science and Engineering, Seattle, WA, USA (2018 - 2024)
  • Shanghai Jiao Tong University, Shanghai, China (2014 - 2018)


According to our database1, Lequn Chen authored at least 9 papers between 2017 and 2024.

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Timeline

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Bibliography

2024
Computing in the Era of Large Generative Models: From Cloud-Native to AI-Native.
CoRR, 2024

Atom: Low-Bit Quantization for Efficient and Accurate LLM Serving.
Proceedings of the Seventh Annual Conference on Machine Learning and Systems, 2024

Punica: Multi-Tenant LoRA Serving.
Proceedings of the Seventh Annual Conference on Machine Learning and Systems, 2024

2023
Symphony: Optimized Model Serving using Centralized Orchestration.
CoRR, 2023

2019
Nexus: a GPU cluster engine for accelerating DNN-based video analysis.
Proceedings of the 27th ACM Symposium on Operating Systems Principles, 2019

A vision for autonomous blockchains backed by secure hardware.
Proceedings of the 4th Workshop on System Software for Trusted Execution, 2019

2018
ADARES: Adaptive Resource Management for Virtual Machines.
CoRR, 2018

Enabling Strong Database Integrity using Trusted Execution Environments.
CoRR, 2018

2017
Scaling Databases through Trusted Hardware Proxies.
Proceedings of the 2nd Workshop on System Software for Trusted Execution, SysTEX@SOSP 2017, 2017


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