Yuansheng Liu
4 papers · 2023–2026 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (3) π Renaissance Researcher (5) π Cross-Pollinator (15) πΊοΈ Taxonomy Completionist (14)
π§
Keyword Pioneer
β
The Questioner
Conferences
AAAI (2)
EMNLP (1)
IJCAI (1)
Top co-authors
Keywords
contrastive learning
(1)
few-shot learning
(1)
bayesian optimization
(1)
reaction prediction
(1)
multi-objective optimization
(1)
latent space
(1)
drug discovery
(1)
molecular design
(1)
molecule generation
(1)
molecular representation
(1)
exposure bia
(1)
gradient perturbation
(1)
molecule optimization
(1)
smiles representation
(1)
pareto set
(1)
large language model
(1)
graph neural network
(1)
chemical synthesis
(1)
selfies representation
(1)
validity constraint
(1)
Papers
TRACE: Transformation-Aware Graph Refinement for Reaction Condition Prediction
AAAI 2026
Multi-Objective Molecular Design Through Learning Latent Pareto Set
AAAI 2025
How to Make Large Language Models Generate 100% Valid Molecules?
EMNLP 2025
GPMO: Gradient Perturbation-Based Contrastive Learning for Molecule Optimization
IJCAI 2023