Pei Liu
7 papers · 2024–2026 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π Renaissance Researcher (6) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (19) π§ Keyword Pioneer
π
Cross-Pollinator
(15)
Conferences
AAAI (4)
ACL (1)
ICLR (1)
ICML (1)
Top co-authors
Keywords
domain generalization
(1)
transfer learning
(1)
image restoration
(1)
anomaly detection
(1)
prototype learning
(1)
incremental learning
(1)
model merging
(1)
time series prediction
(1)
multiple instance learning
(1)
multi-view learning
(1)
diffusion model
(1)
out-of-distribution detection
(1)
perceptual quality
(1)
vision-language model
(1)
multilayer perceptron
(1)
molecular generation
(1)
whole slide image
(1)
traffic forecasting
(1)
evolution strategy
(1)
image enhancement
(1)
Papers
CAML: A Conflict-Aware Molecular Language Model Merging Framework for Multi-Constraint Molecular Generation
ACL 2026
Queryable Prototype Multiple Instance Learning with Vision-Language Models for Incremental Whole Slide Image Classification
AAAI 2025
Mining In-distribution Attributes in Outliers for Out-of-distribution Detection
AAAI 2025
Interpretable Vision-Language Survival Analysis with Ordinal Inductive Bias for Computational Pathology
ICLR 2025
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
DiffRAW: Leveraging Diffusion Model to Generate DSLR-Comparable Perceptual Quality sRGB from Smartphone RAW Images
AAAI 2024