Mengke Li
12 papers · 2022–2026 · 6 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Bronze 🌍 Conference Polyglot · Silver 🗺️ Taxonomy Completionist (27) 🤝 Dynamic Duo (11) 💎 Century Club · Bronze
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Unstoppable · Bronze
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Keyword Collector
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Research topics
Machine Learning
(10)
Deep Learning
(7)
Core Methods
(6)
Learning Types · Deep Learning
(5)
Learning Types · Machine Learning
(4)
Artificial Intelligence
(3)
Core AI
(3)
Optimization & Theory
(2)
Techniques
(2)
Computer Vision
(1)
Analysis
(1)
Application Areas
(1)
Architectures
(1)
Learning Paradigms · Artificial Intelligence
(1)
Learning Paradigms · Machine Learning
(1)
Keywords
long-tailed distribution
(3)
logit adjustment
(2)
decision boundary
(2)
feature fusion
(2)
class imbalance
(2)
long-tailed learning
(2)
visual prompt tuning
(2)
multi-label classification
(1)
knowledge transfer
(1)
catastrophic forgetting
(1)
loss landscape
(1)
privacy preserving
(1)
distance metric learning
(1)
cluster structure
(1)
prompt learning
(1)
cluster analysis
(1)
diffusion model
(1)
semantic representation
(1)
cross-modal alignment
(1)
semantic information
(1)
Papers
Break the Tie: Learning Cluster-Customized Category Relationships for Categorical Data Clustering
AAAI 2026
CUE: Concept-Aware Multi-Label Expansion to Mitigate Concept Confusion in Long-Tailed Learning
CVPR 2026
Decision Boundary-aware Generation for Long-tailed Learning
CVPR 2026
SECOS: Semantic Capture for Rigorous Classification in Open-World Semi-Supervised Learning
CVPR 2026
Asynchronous Federated Clustering with Unknown Number of Clusters
AAAI 2025
Gamma Distribution PCA-Enhanced Feature Learning for Angle-Robust SAR Target Recognition
ICML 2025
PRO-VPT: Distribution-Adaptive Visual Prompt Tuning via Prompt Relocation
ICCV 2025
Dynamically Anchored Prompting for Task-Imbalanced Continual Learning
IJCAI 2024
Feature Fusion from Head to Tail for Long-Tailed Visual Recognition
AAAI 2024
Improving Visual Prompt Tuning by Gaussian Neighborhood Minimization for Long-Tailed Visual Recognition
NeurIPS 2024
Long-Tailed Visual Recognition via Self-Heterogeneous Integration With Knowledge Excavation
CVPR 2023
Long-Tailed Visual Recognition via Gaussian Clouded Logit Adjustment
CVPR 2022