Chaoran Cheng
12 papers · 2019–2025 · 6 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
Jump to papers ↓+4 more ↓ Show less ↑
πΊοΈ Taxonomy Completionist (26) π Conference Polyglot Β· Silver π£ Hot Topic Early Bird π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver
π
Grand Slam
π
Renaissance Researcher
(6)
π
Century Club Β· Bronze
ποΈ
Keyword Collector
(67)
Top co-authors
Research topics
Deep Learning
(10)
Machine Learning
(9)
Core Methods
(6)
Artificial Intelligence
(5)
Architectures
(5)
Core AI
(5)
Models
(5)
Learning Types Β· Machine Learning
(4)
Optimization & Theory
(4)
Healthcare & Medicine
(2)
Natural Language Processing
(2)
Learning Types Β· Deep Learning
(2)
Research
(2)
Computer Vision
(1)
Interdisciplinary
(1)
Keywords
flow matching
(4)
generative model
(2)
graph neural network
(2)
optimal transport
(1)
3d vision
(1)
point cloud analysis
(1)
text generation
(1)
geometric deep learning
(1)
autoregressive model
(1)
fisher information
(1)
optimal control
(1)
message passing
(1)
mutual information
(1)
protein design
(1)
information geometry
(1)
interpolation
(1)
molecular geometry
(1)
low-resource learning
(1)
named entity recognition
(1)
representation learning
(1)
Papers
Gradient-Free Generation for Hard-Constrained Systems
ICLR 2025
Hotspot-Driven Peptide Design via Multi-Fragment Autoregressive Extension
ICLR 2025
Online Reward-Weighted Fine-Tuning of Flow Matching with Wasserstein Regularization
ICLR 2025
Training Free Guided Flow-Matching with Optimal Control
ICLR 2025
Categorical Flow Matching on Statistical Manifolds
NeurIPS 2024
Full-Atom Peptide Design based on Multi-modal Flow Matching
ICML 2024
Neural P$^3$M: A Long-Range Interaction Modeling Enhancer for Geometric GNNs
NeurIPS 2024
Equivariant Neural Operator Learning with Graphon Convolution
NeurIPS 2023
DisenCite: Graph-Based Disentangled Representation Learning for Context-Specific Citation Generation
AAAI 2022
Equivariant Point Cloud Analysis via Learning Orientations for Message Passing
CVPR 2022
DeepVar: An End-to-End Deep Learning Approach for Genomic Variant Recognition in Biomedical Literature
AAAI 2020
Success Prediction on Crowdfunding with Multimodal Deep Learning
IJCAI 2019