Jiexiong Guan

6 papers · 2021–2023 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (13)

Venues

IJCAI (3) AAAI (2) CVPR (1)

Top co-authors

Wei Niu (6) Yanzhi Wang (6) Bin Ren (6) Geng Yuan (4) Yanyu Li (3) Pu Zhao (3) Xue Lin (3) Hao Tang (3) Zhengang Li (2) Xuan Shen (2)

Research topics

Machine Learning (6) Application Areas (6) Deep Learning (5) Computer Vision (4) Optimization & Theory · Deep Learning (4) Analysis (3) Techniques (3) Architectures (2) Optimization & Theory · Machine Learning (2) Core AI (1)

Keywords

model compression (5) edge computing (3) neural network optimization (3) real-time inference (3) vision transformer (2) neural architecture search (2) efficient computing (2) weight pruning (2) mobile gpu (2) semantic segmentation (2) model pruning (1) structured sparsity (1) bilevel optimization (1) model compilation (1) generative model (1) neural network pruning (1) portrait stylization (1) image generation (1) mobile deployment (1) latency optimization (1)

Papers

Pruning Parameterization With Bi-Level Optimization for Efficient Semantic Segmentation on the Edge CVPR 2023 Towards Real-Time Segmentation on the Edge AAAI 2023 Real-Time Portrait Stylization on the Edge IJCAI 2022 A Compression-Compilation Framework for On-mobile Real-time BERT Applications IJCAI 2021 RT3D: Achieving Real-Time Execution of 3D Convolutional Neural Networks on Mobile Devices AAAI 2021 Towards Fast and Accurate Multi-Person Pose Estimation on Mobile Devices IJCAI 2021