Ziyu Zhou
10 papers · 2024–2026 · 7 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (25) π Renaissance Researcher (5) π Conference Pioneer
β‘
Prolific Year Β· Productive
π
Century Club Β· Bronze
Top co-authors
Research topics
Deep Learning
(4)
Artificial Intelligence
(3)
Machine Learning
(3)
Computer Vision
(2)
Natural Language Processing
(2)
Applications
(2)
Architectures
(2)
Core AI
(2)
Core Methods
(2)
Learning Types
(2)
Data Science & Analytics
(1)
Healthcare & Medicine
(1)
Analysis
(1)
Application Areas
(1)
Clinical
(1)
Keywords
representation learning
(1)
few-shot learning
(1)
self-attention mechanism
(1)
natural language processing
(1)
self-supervised learning
(1)
medical imaging
(1)
attention mechanism
(1)
multilingual nlp
(1)
point cloud
(1)
3d vision
(1)
feature embedding
(1)
edge detection
(1)
time series forecasting
(1)
multi-view learning
(1)
spectral analysis
(1)
multivariate time series
(1)
salient object detection
(1)
autonomous agent
(1)
retrieval-augmented generation
(1)
transformer architecture
(1)
Papers
A Retrieval Augmented Spatio-Temporal Framework for Traffic Prediction
AAAI 2026
Revitalizing Canonical Pre-Alignment for Irregular Multivariate Time Series Forecasting
AAAI 2026
ACE: Anatomically Consistent Embeddings in Composition and Decomposition
WACV 2025
MSV-PCT: Multi-Sparse-View Enhanced Transformer Framework for Salient Object Detection in Point Clouds
AAAI 2025
On the Interplay of Human-AI Alignment, Fairness, and Performance Trade-offs in Medical Imaging
MICCAI 2025
Pun2Pun: Benchmarking LLMs on Textual-Visual Chinese-English Pun Translation via Pragmatics Model and Linguistic Reasoning
ACL 2025
StructuThink: Reasoning with Task Transition Knowledge for Autonomous LLM-Based Agents
EMNLP 2025
WorkTeam: Constructing Workflows from Natural Language with Multi-Agents
NAACL 2025
ASA: Learning Anatomical Consistency, Sub-volume Spatial Relationships and Fine-grained Appearance for CT Images
MICCAI 2024
SDformer: Transformer with Spectral Filter and Dynamic Attention for Multivariate Time Series Long-term Forecasting
IJCAI 2024