Yiping Liu
7 papers · 2018–2026 · 5 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π Academic Marathon (7) π Renaissance Researcher (6) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (19)
π§
Keyword Pioneer
π
Cross-Pollinator
(15)
Conferences
AAAI (3)
ACL (1)
EMNLP (1)
ICCV (1)
IJCAI (1)
Top co-authors
Keywords
model compression
(1)
transfer learning
(1)
graph analysis
(1)
knowledge transfer
(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)
dataset distillation
(1)
molecular design
(1)
molecular generation
(1)
mixed-precision quantization
(1)
molecular representation
(1)
Papers
CAML: A Conflict-Aware Molecular Language Model Merging Framework for Multi-Constraint Molecular Generation
ACL 2026
TRACE: Transformation-Aware Graph Refinement for Reaction Condition Prediction
AAAI 2026
DynaQuant: Dynamic Mixed-Precision Quantization for Learned Image Compression
AAAI 2026
From Knowledge to Treatment: Large Language Model Assisted Biomedical Concept Representation for Drug Repurposing
EMNLP 2025
Dataset Distillation as Data Compression: A Rate-Utility Perspective
ICCV 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