Rui Jiao
11 papers · 2021–2025 · 6 conferences · across top CS/AI conferences
Achievements
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🐝 Cross-Pollinator (13) 🌍 Conference Polyglot (6) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird
👑
Triple Crown
🏆
Grand Slam
🤝
Dynamic Duo
(10)
💎
Century Club
(11)
Conferences
ICML (3)
NIPS (3)
ICLR (2)
AAAI (1)
ACL (1)
IJCNLP (1)
Top co-authors
Keywords
generative model
(2)
geometric deep learning
(1)
flow matching
(1)
molecular graph
(1)
denoising model
(1)
molecular representation
(1)
equivariant diffusion
(1)
crystal structure
(1)
material design
(1)
3d structure prediction
(1)
graph neural network
(1)
force prediction
(1)
equivariant energy-based model
(1)
3d molecular pretraining
(1)
crystal structure prediction
(1)
fractional coordinate
(1)
hallucination suppression
(1)
3d molecular graph
(1)
atomic system
(1)
direct preference optimization
(1)
Papers
UniMoMo: Unified Generative Modeling of 3D Molecules for De Novo Binder Design
ICML 2025
Zero-Shot Cyclic Peptide Design via Composable Geometric Constraints
ICML 2025
DenoiseVAE: Learning Molecule-Adaptive Noise Distributions for Denoising-based 3D Molecular Pre-training
ICLR 2025
Space Group Constrained Crystal Generation
ICLR 2024
Learning Superconductivity from Ordered and Disordered Material Structures
NIPS 2024
3D Structure Prediction of Atomic Systems with Flow-based Direct Preference Optimization
NIPS 2024
Equivariant Diffusion for Crystal Structure Prediction
ICML 2024
Crystal Structure Prediction by Joint Equivariant Diffusion
NIPS 2023
Energy-Motivated Equivariant Pretraining for 3D Molecular Graphs
AAAI 2023
Alternated Training with Synthetic and Authentic Data for Neural Machine Translation
ACL 2021
Alternated Training with Synthetic and Authentic Data for Neural Machine Translation
IJCNLP 2021