Yue Cheng
5 papers · 2023–2026 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot Β· Bronze
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Interdisciplinary Bridge Β· Bronze
πΊοΈ
Taxonomy Completionist
(17)
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Renaissance Researcher
(6)
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Trend Setter
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Research topics
Deep Learning
(3)
Machine Learning
(3)
Learning Types Β· Machine Learning
(3)
Core Methods
(2)
Learning Types Β· Deep Learning
(2)
Artificial Intelligence
(1)
Computer Science
(1)
Computer Vision
(1)
Data Science & Analytics
(1)
Interdisciplinary
(1)
Knowledge & Reasoning
(1)
Analysis
(1)
Core AI
(1)
Methods
(1)
Models
(1)
Keywords
time series analysis
(1)
unsupervised learning
(1)
representation learning
(1)
continual learning
(1)
catastrophic forgetting
(1)
semi-supervised learning
(1)
variational inference
(1)
unsupervised clustering
(1)
knowledge distillation
(1)
feature embedding
(1)
incremental learning
(1)
causal structure learning
(1)
dynamic causal modeling
(1)
class imbalance
(1)
gene expression
(1)
single-cell analysis
(1)
lossless compression
(1)
delta compression
(1)
deep embedding
(1)
model storage
(1)
Papers
ZipLLM: Efficient LLM Storage via Model-Aware Synergistic Data Deduplication and Compression
NSDI 2026
DyCAST: Learning Dynamic Causal Structure from Time Series
ICLR 2025
LAGD: Local Topological-Alignment and Global Semantic-Deconstruction for Incremental 3D Semantic Segmentation
AAAI 2025
LCGC: Learning from Consistency Gradient Conflicting for Class-Imbalanced Semi-Supervised Debiasing
AAAI 2025
Unsupervised Deep Embedded Fusion Representation of Single-Cell Transcriptomics
AAAI 2023