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Lequn Chen
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2020 – today
- 2024
- [c8]Lequn Chen, Zihao Ye, Yongji Wu, Danyang Zhuo, Luis Ceze, Arvind Krishnamurthy:
Punica: Multi-Tenant LoRA Serving. MLSys 2024 - [c7]Yilong Zhao, Chien-Yu Lin, Kan Zhu, Zihao Ye, Lequn Chen, Size Zheng, Luis Ceze, Arvind Krishnamurthy, Tianqi Chen, Baris Kasikci:
Atom: Low-Bit Quantization for Efficient and Accurate LLM Serving. MLSys 2024 - [i9]Yao Lu, Song Bian, Lequn Chen, Yongjun He, Yulong Hui, Matthew Lentz, Beibin Li, Fei Liu, Jialin Li, Qi Liu, Rui Liu, Xiaoxuan Liu, Lin Ma, Kexin Rong, Jianguo Wang, Yingjun Wu, Yongji Wu, Huanchen Zhang, Minjia Zhang, Qizhen Zhang, Tianyi Zhou, Danyang Zhuo:
Computing in the Era of Large Generative Models: From Cloud-Native to AI-Native. CoRR abs/2401.12230 (2024) - [i8]Lequn Chen, Guijun Bi, Xiling Yao, Jinlong Su, Chaolin Tan, Wenhe Feng, Michalis Benakis, Youxiang Chew, Seung Ki Moon:
In-situ process monitoring and adaptive quality enhancement in laser additive manufacturing: a critical review. CoRR abs/2404.13673 (2024) - 2023
- [j1]Lequn Chen
, Guijun Bi, Xiling Yao
, Chaolin Tan, Jinlong Su, Nicholas Poh Huat Ng, Youxiang Chew, Kui Liu, Seung Ki Moon
:
Multisensor fusion-based digital twin for localized quality prediction in robotic laser-directed energy deposition. Robotics Comput. Integr. Manuf. 84: 102581 (2023) - [c6]Lequn Chen
, Nicholas Poh Huat Ng, Jihwan Jung, Seung Ki Moon:
Additive Manufacturing for Automotive Industry: Status, Challenges and Future Perspectives. IEEM 2023: 1431-1436 - [c5]Yuxuan Xie, Lequn Chen
, Xiling Yao, Wenhe Feng, Seung Ki Moon:
Adaptive Voxelization and Material-dependent Process Parameter Assignment for Multi-material Additive Manufacturing. IEEM 2023: 1462-1466 - [i7]Lequn Chen, Xiling Yao, Chaolin Tan, Weiyang He, Jinlong Su, Fei Weng, Youxiang Chew, Nicholas Poh Huat Ng, Seung Ki Moon:
In-situ crack and keyhole pore detection in laser directed energy deposition through acoustic signal and deep learning. CoRR abs/2304.04598 (2023) - [i6]Lequn Chen, Xiling Yao, Kui Liu, Chaolin Tan, Seung Ki Moon:
Multisensor fusion-based digital twin in additive manufacturing for in-situ quality monitoring and defect correction. CoRR abs/2304.05685 (2023) - [i5]Lequn Chen, Weixin Deng, Anirudh Canumalla, Yu Xin, Matthai Philipose, Arvind Krishnamurthy:
Symphony: Optimized Model Serving using Centralized Orchestration. CoRR abs/2308.07470 (2023) - [i4]Lequn Chen, Zihao Ye, Yongji Wu, Danyang Zhuo, Luis Ceze, Arvind Krishnamurthy:
Punica: Multi-Tenant LoRA Serving. CoRR abs/2310.18547 (2023) - [i3]Yilong Zhao, Chien-Yu Lin, Kan Zhu, Zihao Ye, Lequn Chen, Size Zheng, Luis Ceze, Arvind Krishnamurthy, Tianqi Chen, Baris Kasikci:
Atom: Low-bit Quantization for Efficient and Accurate LLM Serving. CoRR abs/2310.19102 (2023) - 2022
- [c4]Lequn Chen
, Xiling Yao, Nicholas Poh Huat Ng, Seung Ki Moon
:
In-situ Melt Pool Monitoring of Laser Aided Additive Manufacturing using Infrared Thermal Imaging. IEEM 2022: 1478-1482
2010 – 2019
- 2019
- [c3]Kai Mast, Lequn Chen, Emin Gün Sirer:
A vision for autonomous blockchains backed by secure hardware. SysTEX@SOSP 2019: 1:1-1:6 - [c2]Haichen Shen, Lequn Chen, Yuchen Jin, Liangyu Zhao, Bingyu Kong, Matthai Philipose, Arvind Krishnamurthy, Ravi Sundaram:
Nexus: a GPU cluster engine for accelerating DNN-based video analysis. SOSP 2019: 322-337 - 2018
- [i2]Kai Mast, Lequn Chen, Emin Gün Sirer:
Enabling Strong Database Integrity using Trusted Execution Environments. CoRR abs/1801.01618 (2018) - [i1]Ignacio Cano, Lequn Chen, Pedro Fonseca, Tianqi Chen, Chern Cheah, Karan Gupta, Ramesh Chandra, Arvind Krishnamurthy:
ADARES: Adaptive Resource Management for Virtual Machines. CoRR abs/1812.01837 (2018) - 2017
- [c1]Kai Mast, Lequn Chen, Emin Gün Sirer:
Scaling Databases through Trusted Hardware Proxies. SysTEX@SOSP 2017: 9:1-9:6
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