Xiangzhe Kong
9 papers · 2021–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(15)
🐣
Hot Topic Early Bird
🔥
Unstoppable · Bronze
Venues
Top co-authors
Research topics
Keywords
graph neural network
(2)
protein structure
(2)
generative model
(2)
molecular generation
(2)
molecule generation
(1)
diffusion model
(1)
flow matching
(1)
latent diffusion
(1)
autoencoders
(1)
molecular design
(1)
latent space
(1)
geometric learning
(1)
antibody design
(1)
equivariant neural network
(1)
variational autoencoder
(1)
diffusion process
(1)
zero-shot generation
(1)
geometric constraint
(1)
peptide design
(1)
attention mechanism
(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
3D Structure Prediction of Atomic Systems with Flow-based Direct Preference Optimization
NeurIPS 2024
Full-Atom Peptide Design with Geometric Latent Diffusion
NeurIPS 2024
Generalist Equivariant Transformer Towards 3D Molecular Interaction Learning
ICML 2024
Conditional Antibody Design as 3D Equivariant Graph Translation
ICLR 2023
End-to-End Full-Atom Antibody Design
ICML 2023
Molecule Generation by Principal Subgraph Mining and Assembling
NeurIPS 2022
Stylized Story Generation with Style-Guided Planning
ACL 2021