Minghua Deng
13 papers · 2021–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (14) π§ Keyword Pioneer π Interdisciplinary Bridge π Conference Polyglot (5) π Renaissance Researcher (8)
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Renaissance Researcher
(8)
πΊοΈ
Taxonomy Completionist
(32)
π
Keyword Champion
(3)
ποΈ
Keyword Collector
(79)
π
Century Club
(13)
β‘
Prolific Year
(6)
π₯
Unstoppable
(5)
Conferences
AAAI (5)
IJCAI (5)
ACL (1)
CVPR (1)
ICCV (1)
Top co-authors
Keywords
contrastive learning
(7)
universal domain adaptation
(4)
cell type annotation
(3)
representation learning
(2)
uncertainty quantification
(2)
feature alignment
(2)
domain adaptation
(2)
single-cell rna sequencing
(2)
graph neural network
(2)
hash code
(2)
uncertainty modeling
(1)
graph classification
(1)
image retrieval
(1)
open-set classification
(1)
graph laplacian
(1)
graph clustering
(1)
person re-identification
(1)
embedding space
(1)
multi-label classification
(1)
self-supervised learning
(1)
Papers
Gradient-Based Sample Selection for Black-Box Universal Domain Adaptation
AAAI 2025
MARK: Multi-agent Collaboration with Ranking Guidance for Text-attributed Graph Clustering
ACL 2025
Distribution-Independent Cell Type Identification for Single-Cell RNA-seq Data
IJCAI 2024
Generalized Cell Type Annotation and Discovery for Single-Cell RNA-Seq Data
AAAI 2023
Realistic Cell Type Annotation and Discovery for Single-cell RNA-seq Data
IJCAI 2023
TGNN: A Joint Semi-supervised Framework for Graph-level Classification
IJCAI 2022
Geometric Anchor Correspondence Mining With Uncertainty Modeling for Universal Domain Adaptation
CVPR 2022
Mutual Nearest Neighbor Contrast and Hybrid Prototype Self-Training for Universal Domain Adaptation
AAAI 2022
Evidential Neighborhood Contrastive Learning for Universal Domain Adaptation
AAAI 2022
Neighborhood Consensus Contrastive Learning for Backward-Compatible Representation
AAAI 2022
Improved Deep Unsupervised Hashing with Fine-grained Semantic Similarity Mining for Multi-Label Image Retrieval
IJCAI 2022
CIMON: Towards High-quality Hash Codes
IJCAI 2021
Graph Contrastive Clustering
ICCV 2021