Pei Liu
9 papers · 2024–2026 · 5 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🌍
Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(31)
🌈
Renaissance Researcher
(6)
Top co-authors
Research topics
Machine Learning
(7)
Learning Types · Machine Learning
(5)
Deep Learning
(4)
Artificial Intelligence
(3)
Computer Vision
(3)
Application Areas
(3)
Core AI
(3)
Core Methods
(2)
Domain-Specific
(2)
Learning Types · Deep Learning
(2)
Computer Science
(1)
Data Science & Analytics
(1)
Healthcare & Medicine
(1)
Mathematics & Optimization
(1)
Applications
(1)
Keywords
vision-language model
(3)
whole slide image
(2)
multiple instance learning
(2)
transfer learning
(1)
multi-instance learning
(1)
prototype learning
(1)
anomaly detection
(1)
knowledge distillation
(1)
autonomous driving
(1)
incremental learning
(1)
model merging
(1)
feature attribution
(1)
weak supervision
(1)
time series prediction
(1)
multi-view learning
(1)
knowledge transfer
(1)
survival analysis
(1)
diffusion model
(1)
out-of-distribution detection
(1)
image restoration
(1)
Papers
CAML: A Conflict-Aware Molecular Language Model Merging Framework for Multi-Constraint Molecular Generation
ACL 2026
CogDriver: Integrating Cognitive Inertia for Temporally Coherent Planning in Autonomous Driving
CVPR 2026
Sparse Task Vector Mixup with Hypernetworks for Efficient Knowledge Transfer in Whole-Slide Image Prognosis
CVPR 2026
Interpretable Vision-Language Survival Analysis with Ordinal Inductive Bias for Computational Pathology
ICLR 2025
Mining In-distribution Attributes in Outliers for Out-of-distribution Detection
AAAI 2025
Queryable Prototype Multiple Instance Learning with Vision-Language Models for Incremental Whole Slide Image Classification
AAAI 2025
DiffRAW: Leveraging Diffusion Model to Generate DSLR-Comparable Perceptual Quality sRGB from Smartphone RAW Images
AAAI 2024
ModWaveMLP: MLP-Based Mode Decomposition and Wavelet Denoising Model to Defeat Complex Structures in Traffic Forecasting
AAAI 2024
Weakly-Supervised Residual Evidential Learning for Multi-Instance Uncertainty Estimation
ICML 2024