Yuyan Ni
8 papers · 2023–2025 · 3 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 · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(13)
👑
Triple Crown
⚡
Prolific Year · Productive
Venues
Top co-authors
Research topics
Keywords
contrastive learning
(4)
drug discovery
(3)
molecular representation
(3)
self-supervised learning
(3)
molecular property prediction
(2)
molecular pretraining
(2)
molecular machine learning
(1)
diffusion model
(1)
physics-informed learning
(1)
pre-trained model
(1)
molecular generation
(1)
data pruning
(1)
property prediction
(1)
protein structure
(1)
denoising method
(1)
force field
(1)
pre-training framework
(1)
3d molecular structure
(1)
binding affinity prediction
(1)
coordinate denoising
(1)
Papers
UniGEM: A Unified Approach to Generation and Property Prediction for Molecules
ICLR 2025
Beyond Efficiency: Molecular Data Pruning for Enhanced Generalization
NeurIPS 2024
Multimodal Molecular Pretraining via Modality Blending
ICLR 2024
Rethinking Specificity in SBDD: Leveraging Delta Score and Energy-Guided Diffusion
ICML 2024
Self-supervised Pocket Pretraining via Protein Fragment-Surroundings Alignment
ICLR 2024
Sliced Denoising: A Physics-Informed Molecular Pre-Training Method
ICLR 2024
UniCorn: A Unified Contrastive Learning Approach for Multi-view Molecular Representation Learning
ICML 2024
Fractional Denoising for 3D Molecular Pre-training
ICML 2023