Ziyu Zhou
10 papers · 2024–2026 · 7 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (26) π§ Keyword Pioneer π Conference Polyglot (7)
π
Renaissance Researcher
(7)
π
Conference Pioneer
β‘
Prolific Year
(6)
π
Century Club
(10)
Conferences
AAAI (3)
MICCAI (2)
ACL (1)
EMNLP (1)
IJCAI (1)
NAACL (1)
WACV (1)
Top co-authors
Keywords
transformer architecture
(1)
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)
Papers
Revitalizing Canonical Pre-Alignment for Irregular Multivariate Time Series Forecasting
AAAI 2026
A Retrieval Augmented Spatio-Temporal Framework for Traffic Prediction
AAAI 2026
StructuThink: Reasoning with Task Transition Knowledge for Autonomous LLM-Based Agents
EMNLP 2025
MSV-PCT: Multi-Sparse-View Enhanced Transformer Framework for Salient Object Detection in Point Clouds
AAAI 2025
WorkTeam: Constructing Workflows from Natural Language with Multi-Agents
NAACL 2025
ACE: Anatomically Consistent Embeddings in Composition and Decomposition
WACV 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
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