Yiping Liu
8 papers · 2018–2026 · 6 venues · across top CS/AI venues
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Achievements
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π
Conference Polyglot Β· Silver
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Academic Marathon Β· Sprint
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Interdisciplinary Bridge Β· Silver
πΊοΈ
Taxonomy Completionist
(24)
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Renaissance Researcher
(5)
Top co-authors
Research topics
Machine Learning
(8)
Deep Learning
(4)
Application Areas
(3)
Core Methods
(3)
Optimization & Theory
(3)
Artificial Intelligence
(2)
Core AI
(2)
Learning Types
(2)
Models
(2)
Healthcare & Medicine
(1)
Interdisciplinary
(1)
Knowledge & Reasoning
(1)
Mathematics & Optimization
(1)
Bayesian & Probabilistic
(1)
Learning Paradigms
(1)
Keywords
knowledge transfer
(2)
graph analysis
(1)
dataset distillation
(1)
model merging
(1)
semantic representation
(1)
network dynamics
(1)
data compression
(1)
bayesian optimization
(1)
reaction prediction
(1)
shannon entropy
(1)
multi-objective optimization
(1)
social network
(1)
knowledge graph embedding
(1)
latent space
(1)
transfer learning
(1)
molecular design
(1)
molecular generation
(1)
mixed-precision quantization
(1)
molecular representation
(1)
model compression
(1)
Papers
CAML: A Conflict-Aware Molecular Language Model Merging Framework for Multi-Constraint Molecular Generation
ACL 2026
DynaQuant: Dynamic Mixed-Precision Quantization for Learned Image Compression
AAAI 2026
Sparse Task Vector Mixup with Hypernetworks for Efficient Knowledge Transfer in Whole-Slide Image Prognosis
CVPR 2026
TRACE: Transformation-Aware Graph Refinement for Reaction Condition Prediction
AAAI 2026
Dataset Distillation as Data Compression: A Rate-Utility Perspective
ICCV 2025
From Knowledge to Treatment: Large Language Model Assisted Biomedical Concept Representation for Drug Repurposing
EMNLP 2025
Multi-Objective Molecular Design Through Learning Latent Pareto Set
AAAI 2025
From the Periphery to the Core: Information Brokerage in an Evolving Network
IJCAI 2018