Mingkui Tan
Scholar

Mingkui Tan

Google Scholar ID: EVsoTGkAAAAJ
South China University of Technology
Machine LearningLarge-scale Optimization
Homepage↗Google Scholar↗
Citations & Impact
All-time
Citations
17,527
 
H-index
57
 
i10-index
151
 
Publications
20
 
Co-authors
18
list available
Contact
Emailmingkuitan@scut.edu.cnCVOpen ↗GitHubOpen ↗
Publications
29 items
ProtoDCS: Towards Robust and Efficient Open-Set Test-Time Adaptation for Vision-Language Models
2026
Cited
0
Precedent-Informed Reasoning: Mitigating Overthinking in Large Reasoning Models via Test-Time Precedent Learning
2026
Cited
0
Beyond Model Scaling: Test-Time Intervention for Efficient Deep Reasoning
2026
Cited
0
EvidFuse: Writing-Time Evidence Learning for Consistent Text-Chart Data Reporting
arXiv.org · 2026
Cited
0
Beyond Fast and Slow: Cognitive-Inspired Elastic Reasoning for Large Language Models
2025
Cited
0
Training-free Context-adaptive Attention for Efficient Long Context Modeling
2025
Cited
0
SUGAR: Learning Skeleton Representation with Visual-Motion Knowledge for Action Recognition
2025
Cited
0
Continual Knowledge Adaptation for Reinforcement Learning
2025
Cited
0
Resume (English only)
Academic Achievements
  • Published multiple papers in top-tier conferences and journals including NeurIPS, ICLR, ICML, CVPR, ICCV, and TPAMI
  • Notable works include 'Cross-Device Collaborative Test-Time Adaptation' (NeurIPS 2024)
  • 'Towards Robust and Efficient Cloud-Edge Elastic Model Adaptation via Selective Entropy Distillation' (ICLR 2024)
  • 'Uncertainty-Calibrated Test-Time Model Adaptation without Forgetting' (TPAMI 2025)
  • 'EPMF: Efficient Perception-Aware Multi-Sensor Fusion for 3D Semantic Segmentation' (TPAMI 2024)
  • 'Discrimination-aware Channel Pruning for Deep Neural Networks' (NeurIPS 2018)
Co-authors
18 total
Ivor W. Tsang, IEEE Fellow
Ivor W. Tsang, IEEE Fellow
Inaugural A*STAR AI Fellow and Director, Centre for Frontier AI Research, A*STAR
Chunhua Shen
Chunhua Shen
Zhejiang University
Professor Javen Qinfeng Shi
Professor Javen Qinfeng Shi
Director for Causal AI Group, University of Adelaide
Co-author 4
Co-author 4
Anton van den Hengel
Anton van den Hengel
Director of the Centre for Augmented Reasoning at AIML, and CommBank AI Scholar
Shutao Li (李树涛)
Shutao Li (李树涛)
College of Electrical and Information Engineering, Hunan University (湖南大学 电气与信息工程学院)
Dong Xu, Professor & IEEE Fellow
Dong Xu, Professor & IEEE Fellow
University of Hong Kong
Sinno Jialin Pan
Sinno Jialin Pan
The Chinese University of Hong Kong