Junwei Zhang
10 papers · 2017–2026 · 4 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Gold πΊοΈ Taxonomy Completionist (31) π Century Club Β· Bronze
π
Renaissance Researcher
(6)
Top co-authors
Research topics
Machine Learning
(7)
Core Methods
(6)
Deep Learning
(5)
Natural Language Processing
(4)
Artificial Intelligence
(3)
Applications
(3)
Core AI
(3)
Optimization & Theory
(3)
Understanding
(3)
Computer Vision
(2)
Interdisciplinary
(2)
Mathematics & Optimization
(2)
Analysis
(2)
Architectures
(2)
Learning Types
(2)
Keywords
representation learning
(3)
word sense disambiguation
(3)
quantum superposition
(2)
hilbert space
(2)
large language model
(2)
long-tail sense
(2)
cross-lingual dataset
(2)
feature correlation
(1)
knowledge graph
(1)
quantum computing
(1)
semantic similarity
(1)
adversarial attack
(1)
foundation model
(1)
single-cell analysis
(1)
monte carlo tree search
(1)
3d vision
(1)
robustness evaluation
(1)
long-tail distribution
(1)
masked autoencoder
(1)
data imbalance
(1)
Papers
BaseCal: Unsupervised Confidence Calibration via Base Model Signals
ACL 2026
CLM-Access: A Specialized Foundation Model for High-Dimensional Single-Cell ATAC-Seq Analysis
AAAI 2026
MaskAD: Parallel Masked Autoencoder for Multi-class Unsupervised Anomaly Detection
AAAI 2026
A Dynamic Knowledge Update-Driven Model with Large Language Models for Fake News Detection
IJCAI 2025
QiMLP: Quantum-inspired Multilayer Perceptron with Strong Correlation Mining and Parameter Compression
AAAI 2025
Quantum-inspired Non-homologous Representation Constraint Mechanism for Long-tail Senses of Word Sense Disambiguation
AAAI 2025
Quantum Interference Model for Semantic Biases of Glosses in Word Sense Disambiguation
AAAI 2024
PointCA: Evaluating the Robustness of 3D Point Cloud Completion Models against Adversarial Examples
AAAI 2023
Quantum-Inspired Representation for Long-Tail Senses of Word Sense Disambiguation
AAAI 2023
An Optimal Transportation Based Univariate Neuroimaging Index
ICCV 2017