Shaoan Xie
16 papers · 2018–2026 · 7 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Cross-Pollinator (15) π§ Keyword Pioneer π Conference Polyglot (6) π Academic Marathon (7)
πΊοΈ
Taxonomy Completionist
(19)
π€
Dynamic Duo
(13)
π₯
Unstoppable
(5)
π
Century Club
(15)
β‘
Prolific Year
(5)
Conferences
ICML (5)
CVPR (4)
ICLR (2)
NIPS (2)
ACL (1)
AISTATS (1)
ICCV (1)
Top co-authors
Keywords
domain adaptation
(4)
image-to-image translation
(4)
contrastive learning
(2)
representation learning
(2)
unsupervised learning
(2)
generative model
(2)
image inpainting
(1)
semantic representation
(1)
transfer learning
(1)
adversarial training
(1)
normalizing flow
(1)
image translation
(1)
multimodal learning
(1)
diffusion model
(1)
latent variable model
(1)
density estimation
(1)
marginal distribution
(1)
disentangled representation
(1)
adversarial learning
(1)
causal inference
(1)
Papers
Advancing Reasoning in Diffusion Language Models with Denoising Process Rewards
ACL 2026
SmartCLIP: Modular Vision-language Alignment with Identification Guarantees
CVPR 2025
Learning Vision and Language Concepts for Controllable Image Generation
ICML 2025
Synergy Between Sufficient Changes and Sparse Mixing Procedure for Disentangled Representation Learning
ICLR 2025
Nonparametric Identification of Latent Concepts
ICML 2025
Causal Representation Learning from General Environments under Nonparametric Mixing
AISTATS 2025
Causal Representation Learning from Multiple Distributions: A General Setting
ICML 2024
Multi-domain image generation and translation with identifiability guarantees
ICLR 2023
Semi-Implicit Denoising Diffusion Models (SIDDMs)
NIPS 2023
Unpaired Image-to-Image Translation With Shortest Path Regularization
CVPR 2023
SmartBrush: Text and Shape Guided Object Inpainting With Diffusion Model
CVPR 2023
Partial disentanglement for domain adaptation
ICML 2022
Unsupervised Image-to-Image Translation with Density Changing Regularization
NIPS 2022
Maximum Spatial Perturbation Consistency for Unpaired Image-to-Image Translation
CVPR 2022
Unaligned Image-to-Image Translation by Learning to Reweight
ICCV 2021
Learning Semantic Representations for Unsupervised Domain Adaptation
ICML 2018