基本信息
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个人简介
He has over 110 PCT/US patent applications got granted/filed, which are broadly adopted in Intel AI HW Accelerators (Intel® NPU/VPU product line and Intel® Arria® Series FPGAs), HW Core AI IPs/Usages (Intel® Meteor Lake for Laptops, Ultra-low-power Companion Die CVF paired with TGL, MTL and ADL Core Processors, and Intel® Xe GPUs), and SW Development Kits (Intel® Distribution of OpenVINO™ Toolkit and Intel® RealSense™ SDK). As the first/corresponding author, he has published over 45 top-tier research papers in ICLR, NeurIPS, ICML, AAAI, CVPR, ICCV, ECCV, TPAMI and etc. His works, such as INQ (Incremental Network Quantization) for convnet quantization, DNS (Dynamic Network Surgery) for sparse convnets, HyperNet for efficient object detection and OANet (Order-Aware Network) for geometric correspondence learning, are among Most Influential ICLR/NeurIPS/CVPR/ICCV Papers in Google Scholar Metrics 2021/2022/2023. He has been recognized with numerous Awards at Intel, such as Intel Innovator (the first and so far the only winner employee from China), Top-1 Inventor of Intel Labs (had 34 PCT/US patent applications approved in a single year, keeping the highest record so far), CTO recognition of exceptional contributions (31 sparse and low-bit AI inference IPs) to the Intel Core Ultra (code-named Meteor Lake) for laptops, 3 times of annual Intel Labs Gordy Awards (the highest annual research award named after Intel’s co-founder Gordon Earle Moore, 戈登·摩尔奖), and 2 times of annual Intel China Awards.
研究兴趣
论文共 57 篇作者统计合作学者相似作者
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arxiv(2023)
CVPR 2023 (2023): 24374-24383
CoRR (2023)
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ICML 2023 (2023): 3431-3441
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IEEE Transactions on Software Engineeringno. 6 (2022): 3110-3122
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