Chen, Lequn
- Atom: Low-bit Quantization for Efficient and Accurate LLM Serving
2023/10/29 by Yilong Zhao, Zhao, Yilong, Chien‐Yu Lin +17 · 65 citations
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- FlashInfer: Efficient and Customizable Attention Engine for LLM Inference Serving
2025/01/02 by Zihao Ye, Ye, Zihao, Lequn Chen +19 · 95 citations
Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Data Quality and Management #Digital and Cyber Forensics #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Scientific Computing and Data Management #and Cluster Computing (cs.DC)
- Punica: Multi-Tenant LoRA Serving
2023/10/28 by Lequn Chen, Chen, Lequn, Zihao Ye +9 · 16 citations
Computer Science · Engineering · #Advanced Neural Network Applications #Advanced SAR Imaging Techniques #Distributed #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
- Multisensor fusion-based digital twin in additive manufacturing for in-situ quality monitoring and defect correction
2023/04/12 by Lequn Chen, Xiling Yao, Chen, Lequn +7 · 3 citations
Engineering · #Additive Manufacturing Materials and Processes #Additive Manufacturing and 3D Printing Technologies #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Industrial Vision Systems and Defect Detection #Signal Processing (eess.SP) #Systems and Control (eess.SY) #electronic engineering #information engineering
- Fine-Tuning Vision-Language Model for Automated Engineering Drawing Information Extraction
2024/11/06 by Muhammad Tayyab Khan, Lequn Chen, Khan, Muhammad Tayyab +9 · 6 citations
Earth and Planetary Sciences · Engineering · #3D Surveying and Cultural Heritage #Artificial Intelligence (cs.AI) #BIM and Construction Integration #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Manufacturing Process and Optimization
- fabric-lib: RDMA Point-to-Point Communication for LLM Systems
2025/10/31 by Nandor Licker, Kevin Hu, Licker, Nandor +5 · 2 voices · 3 citations
Computer Science · #Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC) #cs.DC
- Computing in the Era of Large Generative Models: From Cloud-Native to AI-Native
2024/01/17 by Lu, Yao, Bian, Song, Chen, Lequn +19 · 1 citation
#Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
- From Drawings to Decisions: A Hybrid Vision-Language Framework for Parsing 2D Engineering Drawings into Structured Manufacturing Knowledge
2025/06/20 by Khan, Muhammad Tayyab, Chen, Lequn, Yong, Zane +3 · 1 citation
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
- Leveraging Vision-Language Models for Manufacturing Feature Recognition in CAD Designs
2024/11/05 by Muhammad Tayyab Khan, Lequn Chen, Khan, Muhammad Tayyab +9 · 2 citations
Computer Science · Earth and Planetary Sciences · Engineering · #3D Surveying and Cultural Heritage #Computational Engineering #FOS: Computer and information sciences #Finance #Image Processing and 3D Reconstruction #Information Retrieval (cs.IR) #Manufacturing Process and Optimization #and Science (cs.CE)