Shigang Li

4 papers · 2021–2026 · 4 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 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze

Venues

CVPR (1) NeurIPS (1) NSDI (1) WACV (1)

Top co-authors

Jianfeng Li (2) Daniele De Sensi (1) Patrick Iff (1) Maciej Besta (1) Jingguo Liu (1) Marcel Ferrari (1) Hussein Harake (1) Marek Konieczny (1) Ales Kubicek (1) Shaolin Wang (1)

Research topics

Machine Learning (3) Deep Learning (2) Optimization & Theory (2) Computer Vision (1) Mathematics & Optimization (1) Architectures (1) Core Methods (1) Learning Types (1) Mathematics (1) Processing (1)

Keywords

stochastic gradient descent (1) distributed learning (1) decentralized optimization (1) local updates (1) panoramic image (1) asynchronous algorithm (1) image-to-image mapping (1) spherical projection (1) neural network (1) pixel-wise prediction (1) edge enhancement (1) graph analytics (1) deep neural network training (1) low-diameter network topology (1) slim fly network (1) fat tree network (1) linear algebra kernel (1) camera rotation (1) omnidirectional image super-resolution (1) asynchronous gossip (1)

Papers

Edge-Focused Super-Resolution for Omnidirectional Images with Spherical Geometric Augmentation CVPR 2026 A High-Performance Design, Implementation, Deployment, and Evaluation of The Slim Fly Network NSDI 2024 Generation of Upright Panoramic Image From Non-Upright Panoramic Image WACV 2024 Asynchronous Decentralized SGD with Quantized and Local Updates NeurIPS 2021