Yuyan Ni

8 papers · 2023–2025 · 3 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (3) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15) 👑 Triple Crown ⚡ Prolific Year (6)

Conferences

ICLR (4) ICML (3) NIPS (1)

Top co-authors

Yanyan Lan (7) Wei-Ying Ma (6) Zhi-ming Ma (6) Shikun Feng (5) Yanwen Huang (2) Bowen Gao (2) Shu Wu (1) YuanLe Mo (1) Yudi Zhang (1) Qiying Yu (1)

Keywords

transfer learning (1) coreset selection (1) molecular machine learning (1) data pruning (1) pretrained model (1) molecular property prediction (1) force field (1) 3d molecular structure (1) coordinate denoising (1) molecular pre-training (1) fractional denoising (1) dihedral angle (1)

Papers

UniGEM: A Unified Approach to Generation and Property Prediction for Molecules ICLR 2025

Multimodal Molecular Pretraining via Modality Blending ICLR 2024

Self-supervised Pocket Pretraining via Protein Fragment-Surroundings Alignment ICLR 2024

Sliced Denoising: A Physics-Informed Molecular Pre-Training Method ICLR 2024

Rethinking Specificity in SBDD: Leveraging Delta Score and Energy-Guided Diffusion ICML 2024

Beyond Efficiency: Molecular Data Pruning for Enhanced Generalization NIPS 2024

UniCorn: A Unified Contrastive Learning Approach for Multi-view Molecular Representation Learning ICML 2024

Fractional Denoising for 3D Molecular Pre-training ICML 2023