Lequn Chen

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 15

Top Topics

Dempster Shafer

Video Analytics

Top Venues

Robotics Comput. Integr. Manuf.

Publications

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 (2024)
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)
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 (2024)
Lequn Chen, Zihao Ye, Yongji Wu, Danyang Zhuo, Luis Ceze, Arvind Krishnamurthy
Punica: Multi-Tenant LoRA Serving. MLSys (2024)
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 (2023)
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 (2023)
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 (2023)
Lequn Chen, Weixin Deng, Anirudh Canumalla, Yu Xin, Matthai Philipose, Arvind Krishnamurthy
Symphony: Optimized Model Serving using Centralized Orchestration. CoRR (2023)
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 (2023)
Lequn Chen, Zihao Ye, Yongji Wu, Danyang Zhuo, Luis Ceze, Arvind Krishnamurthy
Punica: Multi-Tenant LoRA Serving. CoRR (2023)
Kai Mast, Lequn Chen, Emin Gün Sirer
A vision for autonomous blockchains backed by secure hardware. SysTEX@SOSP (2019)
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)
Ignacio Cano, Lequn Chen, Pedro Fonseca, Tianqi Chen, Chern Cheah, Karan Gupta, Ramesh Chandra, Arvind Krishnamurthy
ADARES: Adaptive Resource Management for Virtual Machines. CoRR (2018)
Kai Mast, Lequn Chen, Emin Gün Sirer
Enabling Strong Database Integrity using Trusted Execution Environments. CoRR (2018)
Kai Mast, Lequn Chen, Emin Gün Sirer
Scaling Databases through Trusted Hardware Proxies. SysTEX@SOSP (2017)