Xiangzhe Kong
10 papers · 2021–2025 · 5 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (13) π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (5) π Cross-Pollinator (10)
π
Renaissance Researcher
(5)
π
Century Club
(10)
π₯
Unstoppable
(5)
Conferences
ICML (4)
NIPS (3)
ACL (1)
ICLR (1)
IJCNLP (1)
Top co-authors
Keywords
molecular generation
(2)
protein structure
(2)
generative model
(1)
variational autoencoder
(1)
latent diffusion
(1)
molecular design
(1)
molecule generation
(1)
antibody design
(1)
equivariant neural network
(1)
geometric learning
(1)
peptide design
(1)
geometric latent diffusion
(1)
full-atom geometry
(1)
3d structure prediction
(1)
3d structure
(1)
graph neural network
(1)
graph variational autoencoder
(1)
subgraph mining
(1)
principal subgraph
(1)
cdr design
(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
NIPS 2024
Generalist Equivariant Transformer Towards 3D Molecular Interaction Learning
ICML 2024
Full-Atom Peptide Design with Geometric Latent Diffusion
NIPS 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
NIPS 2022
Stylized Story Generation with Style-Guided Planning
ACL 2021
Stylized Story Generation with Style-Guided Planning
IJCNLP 2021