Chenping Hou
11 papers · 2017–2026 · 6 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (6) π Academic Marathon (8)
π
Cross-Pollinator
(12)
πΊοΈ
Taxonomy Completionist
(20)
π
Century Club
(11)
β‘
Prolific Year
(6)
Conferences
IJCAI (4)
AAAI (3)
ACML (1)
CVPR (1)
ICML (1)
JMLR (1)
Top co-authors
Keywords
generalization bound
(4)
multi-label classification
(2)
multi-view clustering
(2)
domain adaptation
(2)
similarity matrix
(2)
label shift
(2)
dynamic regret
(1)
online learning
(1)
representation learning
(1)
adaptive learning
(1)
incremental learning
(1)
theoretical analysis
(1)
semi-supervised learning
(1)
kernel approximation
(1)
multi-view learning
(1)
weakly supervised learning
(1)
label noise
(1)
importance weighting
(1)
partial label learning
(1)
multi-label learning
(1)
Papers
Multi-Label Classification with Incremental and Decremental Features
AAAI 2026
Neighbor-aware Label Refinement: Enhancing Unreliable Instance-Dependent Partial Labels
AAAI 2026
Heterogeneous Label Shift: Theory and Algorithm
ICML 2025
Semi-Supervised Multi-View Multi-Label Learning with View-Specific Transformer and Enhanced Pseudo-Label
AAAI 2025
Fast Second-Order Online Kernel Learning Through Incremental Matrix Sketching and Decomposition
IJCAI 2025
On the Generalization of Feature Incremental Learning
IJCAI 2025
One-step Label Shift Adaptation via Robust Weight Estimation
IJCAI 2025
Label Shift Meets Online Learning: Ensuring Consistent Adaptation with Universal Dynamic Regret
CVPR 2025
Label Distribution Changing Learning with Sample Space Expanding
JMLR 2023
Simultaneous Representation Learning and Clustering for Incomplete Multi-view Data
IJCAI 2019
Multi-view Clustering with Adaptively Learned Graph
ACML 2017