Nenggan Zheng
16 papers · 2019–2025 · 5 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (41) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Bronze π£ Hot Topic Early Bird
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Topic Evolution
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Renaissance Researcher
(5)
π₯
Unstoppable Β· Bronze
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Conference Pioneer
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Century Club Β· Bronze
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Keyword Collector
(102)
Top co-authors
Research topics
Deep Learning
(9)
Machine Learning
(9)
Computer Vision
(7)
Analysis
(6)
Architectures
(4)
Learning Types Β· Machine Learning
(4)
Optimization & Theory Β· Machine Learning
(4)
Processing
(4)
Application Areas
(3)
Core Methods
(3)
Techniques
(3)
Artificial Intelligence
(2)
Domain-Specific
(2)
Learning Types Β· Deep Learning
(2)
Optimization & Theory Β· Deep Learning
(2)
Keywords
channel attention
(3)
unsupervised learning
(2)
variance reduction
(2)
instance segmentation
(2)
image classification
(2)
optimal transport
(2)
domain adaptation
(2)
object detection
(2)
stochastic gradient descent
(2)
3d reconstruction
(1)
feature learning
(1)
robust optimization
(1)
domain generalization
(1)
transfer learning
(1)
model compression
(1)
image segmentation
(1)
graph matching
(1)
sparse representation
(1)
reinforcement learning
(1)
computer vision
(1)
Papers
NETracer: A Topology-Aware Iterative Tracing Approach for Tubular Structure Extraction
ICCV 2025
DeepBranchTracer: A Generally-Applicable Approach to Curvilinear Structure Reconstruction Using Multi-Feature Learning
AAAI 2024
Finite-Time Convergence Rates of Decentralized Local Markovian Stochastic Approximation
IJCAI 2024
MCA: Moment Channel Attention Networks
AAAI 2024
iDAG: Invariant DAG Searching for Domain Generalization
ICCV 2023
Latent Processes Identification From Multi-View Time Series
IJCAI 2023
Robust Graph Dictionary Learning
ICLR 2023
From One to All: Learning to Match Heterogeneous and Partially Overlapped Graphs
AAAI 2022
Context-Guided Adaptive Network for Efficient Human Pose Estimation
AAAI 2021
Gaussian Context Transformer
CVPR 2021
Accelerating Stratified Sampling SGD by Reconstructing Strata
IJCAI 2020
Linear Context Transform Block
AAAI 2020
Asynchronous Proximal Stochastic Gradient Algorithm for Composition Optimization Problems
AAAI 2019
Bayesian Uncertainty Matching for Unsupervised Domain Adaptation
IJCAI 2019
Exploiting Local Feature Patterns for Unsupervised Domain Adaptation
AAAI 2019
Two-Stage Generative Models of Simulating Training Data at The Voxel Level for Large-Scale Microscopy Bioimage Segmentation
IJCAI 2019