Mingfei Shi

4 papers · 2021–2026 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver

Venues

ICML (2) AAAI (1) CVPR (1)

Top co-authors

Yankai Cao (2) Dian Shao (2) Kaixun Hua (2) Yongle Huang (1) Jiayang Ren (1) Binglu Wang (1) Like Liu (1) Haodong Chen (1) Shengda Xu (1)

Research topics

Computer Vision (2) Data Science & Analytics (2) Machine Learning (2) Mathematics & Optimization (2) Analysis (2) Applications (2) Core Methods (2) Optimization (2) Processing (2) Generation (1)

Keywords

branch and bound (2) mixed integer programming (2) global optimization (2) fine-grained recognition (1) k-center clustering (1) graph convolutional network (1) facility location (1) physics-based modeling (1) skeleton-based action recognition (1) clustering problem (1) lagrangian decomposition (1) mixed-integer nonlinear programming (1) lagrangian dynamics (1) sum-of-squares clustering (1) optimality gap (1) mixed integer second order cone programming (1) minimum sum-of-squares clustering (1) spatial branch and bound (1) video generation (1) temporal completion (1)

Papers

FineTec: Fine-Grained Action Recognition Under Temporal Corruption via Skeleton Decomposition and Sequence Completion AAAI 2026 FinePhys: Fine-grained Human Action Generation by Explicitly Incorporating Physical Laws for Effective Skeletal Guidance CVPR 2025 Global Optimization of K-Center Clustering ICML 2022 A Scalable Deterministic Global Optimization Algorithm for Clustering Problems ICML 2021