Yiwei Lou
8 papers · 2024–2026 · 5 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(24)
🌈
Renaissance Researcher
(5)
Top co-authors
Research topics
Deep Learning
(7)
Models
(5)
Machine Learning
(4)
Artificial Intelligence
(3)
Interdisciplinary
(2)
Application Areas
(2)
Architectures
(2)
Core AI
(2)
Core Methods
(2)
Learning Types · Deep Learning
(2)
Learning Types · Machine Learning
(2)
Science
(2)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Security & Privacy
(1)
Keywords
generative model
(3)
contrastive learning
(2)
diffusion bridge
(2)
multimodal learning
(1)
natural language understanding
(1)
instruction tuning
(1)
privacy preservation
(1)
privacy preserving
(1)
privacy protection
(1)
evidential learning
(1)
molecular dynamics
(1)
feature fusion
(1)
label inference attack
(1)
long-horizon planning
(1)
uncertainty estimation
(1)
optimal control
(1)
latent diffusion
(1)
vertical federated learning
(1)
semantic analysis
(1)
text generation
(1)
Papers
Beyond Conservation: Flexible Molecular Assembly with Unbalanced Diffusion Bridge
AAAI 2026
Multitasks-based Deep Evidential Fusion Network for Blind Image Quality Assessment
AAAI 2026
Steering Where to Diffuse: Generative Modeling of Phenotypic Response Simulation with Steered Diffusion Bridge
CVPR 2026
DatawiseAgent: A Notebook-Centric LLM Agent Framework for Adaptive and Robust Data Science Automation
EMNLP 2025
Exploit Your Latents: Coarse-Grained Protein Backmapping with Latent Diffusion Models
AAAI 2025
A Learnable Discrete-Prior Fusion Autoencoder with Contrastive Learning for Tabular Data Synthesis
AAAI 2024
EVIT: Event-Oriented Instruction Tuning for Event Reasoning
ACL 2024
Label Leakage in Vertical Federated Learning: A Survey
IJCAI 2024