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Deming Chen

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FedCore: Straggler-Free Federated Learning with Distributed Coresets

Jan 31, 2024
Hongpeng Guo, Haotian Gu, Xiaoyang Wang, Bo Chen, Eun Kyung Lee, Tamar Eilam, Deming Chen, Klara Nahrstedt

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Subgraph Extraction-based Feedback-guided Iterative Scheduling for HLS

Jan 22, 2024
Hanchen Ye, David Z. Pan, Chris Leary, Deming Chen, Xiaoqing Xu

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Medusa: Simple LLM Inference Acceleration Framework with Multiple Decoding Heads

Jan 19, 2024
Tianle Cai, Yuhong Li, Zhengyang Geng, Hongwu Peng, Jason D. Lee, Deming Chen, Tri Dao

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Extensible Proxy for Efficient NAS

Oct 17, 2022
Yuhong Li, Jiajie Li, Cong Han, Pan Li, Jinjun Xiong, Deming Chen

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What Makes Convolutional Models Great on Long Sequence Modeling?

Oct 17, 2022
Yuhong Li, Tianle Cai, Yi Zhang, Deming Chen, Debadeepta Dey

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HiKonv: Maximizing the Throughput of Quantized Convolution With Novel Bit-wise Management and Computation

Jul 22, 2022
Yao Chen, Junhao Pan, Xinheng Liu, Jinjun Xiong, Deming Chen

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ORB-based SLAM accelerator on SoC FPGA

Jul 18, 2022
Vibhakar Vemulapati, Deming Chen

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Chimera: A Hybrid Machine Learning Driven Multi-Objective Design Space Exploration Tool for FPGA High-Level Synthesis

Jul 03, 2022
Mang Yu, Sitao Huang, Deming Chen

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Efficient Machine Learning, Compilers, and Optimizations for Embedded Systems

Jun 06, 2022
Xiaofan Zhang, Yao Chen, Cong Hao, Sitao Huang, Yuhong Li, Deming Chen

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Physics Community Needs, Tools, and Resources for Machine Learning

Mar 30, 2022
Philip Harris, Erik Katsavounidis, William Patrick McCormack, Dylan Rankin, Yongbin Feng, Abhijith Gandrakota, Christian Herwig, Burt Holzman, Kevin Pedro, Nhan Tran, Tingjun Yang, Jennifer Ngadiuba, Michael Coughlin, Scott Hauck, Shih-Chieh Hsu, Elham E Khoda, Deming Chen, Mark Neubauer, Javier Duarte, Georgia Karagiorgi, Mia Liu

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