Shaoan Xie

40 papers A* 14A 1Journal 23Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
From Small to Large: In-Context Learning as a New Paradigm for Domain Generalization.
Int. J. Comput. Vis.
Guanglin Zhou, Zhongyi Han, Shaoan Xie, Shiming Chen, Biwei Huang, Liming Zhu, Xinbo Gao, Lina Yao, Salman H. Khan
2025 J jnl
Beyond the Black Box: Identifiable Interpretation and Control in Generative Models via Causal Minimality.
CoRR
Lingjing Kong, Shaoan Xie, Guangyi Chen, Yuewen Sun, Xiangchen Song, Eric P. Xing, Kun Zhang
2025 A conf
Causal Representation Learning from General Environments under Nonparametric Mixing.
AISTATS
Ignavier Ng, Shaoan Xie, Xinshuai Dong, Peter Spirtes, Kun Zhang
2025 J jnl
Controllable Video Generation with Provable Disentanglement.
CoRR
Yifan Shen, Peiyuan Zhu, Zijian Li, Shaoan Xie, Zeyu Tang, Namrata Deka, Zongfang Liu, Guangyi Chen, Kun Zhang
2025 A* conf
Learning Vision and Language Concepts for Controllable Image Generation.
ICML
Shaoan Xie, Lingjing Kong, Yujia Zheng, Zeyu Tang, Eric P. Xing, Guangyi Chen, Kun Zhang
2025 J jnl
Learning by Analogy: A Causal Framework for Composition Generalization.
CoRR
Lingjing Kong, Shaoan Xie, Yang Jiao, Yetian Chen, Yanhui Guo, Simone Shao, Yan Gao, Guangyi Chen, Kun Zhang
2025 A* conf
Nonparametric Identification of Latent Concepts.
ICML
Yujia Zheng, Shaoan Xie, Kun Zhang
2025 J jnl
Nonparametric Identification of Latent Concepts.
CoRR
Yujia Zheng, Shaoan Xie, Kun Zhang
2025 A* conf
SmartCLIP: Modular Vision-language Alignment with Identification Guarantees.
CVPR
Shaoan Xie, Lingjing, Yujia Zheng, Yu Yao, Zeyu Tang, Eric P. Xing, Guangyi Chen, Kun Zhang
2025 J jnl
SmartCLIP: Modular Vision-language Alignment with Identification Guarantees.
CoRR
Shaoan Xie, Lingjing Kong, Yujia Zheng, Yu Yao, Zeyu Tang, Eric P. Xing, Guangyi Chen, Kun Zhang
2025 J jnl
Step-Aware Policy Optimization for Reasoning in Diffusion Large Language Models.
CoRR
Shaoan Xie, Lingjing Kong, Xiangchen Song, Xinshuai Dong, Guangyi Chen, Eric P. Xing, Kun Zhang
2025 A* conf
Synergy Between Sufficient Changes and Sparse Mixing Procedure for Disentangled Representation Learning.
ICLR
Zijian Li, Shunxing Fan, Yujia Zheng, Ignavier Ng, Shaoan Xie, Guangyi Chen, Xinshuai Dong, Ruichu Cai, Kun Zhang
2025 J jnl
Synergy Between Sufficient Changes and Sparse Mixing Procedure for Disentangled Representation Learning.
CoRR
Zijian Li, Shunxing Fan, Yujia Zheng, Ignavier Ng, Shaoan Xie, Guangyi Chen, Xinshuai Dong, Ruichu Cai, Kun Zhang
2024 A* conf
Causal Representation Learning from Multiple Distributions: A General Setting.
ICML
Kun Zhang, Shaoan Xie, Ignavier Ng, Yujia Zheng
2024 J jnl
Causal Representation Learning from Multiple Distributions: A General Setting.
CoRR
Kun Zhang, Shaoan Xie, Ignavier Ng, Yujia Zheng
2023 J jnl
Advancing Counterfactual Inference through Quantile Regression.
CoRR
Shaoan Xie, Biwei Huang, Bin Gu, Tongliang Liu, Kun Zhang
2023 J jnl
DreamInpainter: Text-Guided Subject-Driven Image Inpainting with Diffusion Models.
CoRR
Shaoan Xie, Yang Zhao, Zhisheng Xiao, Kelvin C. K. Chan, Yandong Li, Yanwu Xu, Kun Zhang, Tingbo Hou
2023 A* conf
Multi-domain image generation and translation with identifiability guarantees.
ICLR
Shaoan Xie, Lingjing Kong, Mingming Gong, Kun Zhang
2023 J jnl
Partial Identifiability for Domain Adaptation.
CoRR
Lingjing Kong, Shaoan Xie, Weiran Yao, Yujia Zheng, Guangyi Chen, Petar Stojanov, Victor Akinwande, Kun Zhang
2023 A* conf
Semi-Implicit Denoising Diffusion Models (SIDDMs).
NeurIPS
Yanwu Xu, Mingming Gong, Shaoan Xie, Wei Wei, Matthias Grundmann, Kayhan Batmanghelich, Tingbo Hou
2023 J jnl
Semi-Implicit Denoising Diffusion Models (SIDDMs).
CoRR
Yanwu Xu, Mingming Gong, Shaoan Xie, Wei Wei, Matthias Grundmann, Kayhan Batmanghelich, Tingbo Hou
2023 A* conf
SmartBrush: Text and Shape Guided Object Inpainting with Diffusion Model.
CVPR
Shaoan Xie, Zhifei Zhang, Zhe Lin, Tobias Hinz, Kun Zhang
2023 A* conf
Unpaired Image-to-Image Translation with Shortest Path Regularization.
CVPR
Shaoan Xie, Yanwu Xu, Mingming Gong, Kun Zhang
2022 — conf
Adversarial Consistency for Single Domain Generalization in Medical Image Segmentation.
MICCAI (8)
Yanwu Xu, Shaoan Xie, Maxwell Reynolds, Matthew Ragoza, Mingming Gong, Kayhan Batmanghelich
2022 J jnl
Adversarial Consistency for Single Domain Generalization in Medical Image Segmentation.
CoRR
Yanwu Xu, Shaoan Xie, Maxwell Reynolds, Matthew Ragoza, Mingming Gong, Kayhan Batmanghelich
2022 A* conf
Maximum Spatial Perturbation Consistency for Unpaired Image-to-Image Translation.
CVPR
Yanwu Xu, Shaoan Xie, Wenhao Wu, Kun Zhang, Mingming Gong, Kayhan Batmanghelich
2022 J jnl
Maximum Spatial Perturbation Consistency for Unpaired Image-to-Image Translation.
CoRR
Yanwu Xu, Shaoan Xie, Wenhao Wu, Kun Zhang, Mingming Gong, Kayhan Batmanghelich
2022 A* conf
Partial disentanglement for domain adaptation.
ICML
Lingjing Kong, Shaoan Xie, Weiran Yao, Yujia Zheng, Guangyi Chen, Petar Stojanov, Victor Akinwande, Kun Zhang
2022 J jnl
SmartBrush: Text and Shape Guided Object Inpainting with Diffusion Model.
CoRR
Shaoan Xie, Zhifei Zhang, Zhe Lin, Tobias Hinz, Kun Zhang
2022 A* conf
Unsupervised Image-to-Image Translation with Density Changing Regularization.
NeurIPS
Shaoan Xie, Qirong Ho, Kun Zhang
2021 J jnl
Box-Adapt: Domain-Adaptive Medical Image Segmentation using Bounding BoxSupervision.
CoRR
Yanwu Xu, Mingming Gong, Shaoan Xie, Kayhan Batmanghelich
2021 A* conf
Unaligned Image-to-Image Translation by Learning to Reweight.
ICCV
Shaoan Xie, Mingming Gong, Yanwu Xu, Kun Zhang
2021 J jnl
Unaligned Image-to-Image Translation by Learning to Reweight.
CoRR
Shaoan Xie, Mingming Gong, Yanwu Xu, Kun Zhang
2020 J jnl
An overview on smart contracts: Challenges, advances and platforms.
Future Gener. Comput. Syst.
Zibin Zheng, Shaoan Xie, Hong-Ning Dai, Weili Chen, Xiangping Chen, Jian Weng, Muhammad Imran
2020 J jnl
Blockchain for cloud exchange: A survey.
Comput. Electr. Eng.
Shaoan Xie, Zibin Zheng, Weili Chen, Jiajing Wu, Hong-Ning Dai, Muhammad Imran
2019 J jnl
An Overview on Smart Contracts: Challenges, Advances and Platforms.
CoRR
Zibin Zheng, Shaoan Xie, Hong-Ning Dai, Weili Chen, Xiangping Chen, Jian Weng, Muhammad Imran
2019 J jnl
Digging into it: Community detection via hidden attributes analysis.
Neurocomputing
Li Rui Jie, Fanghua Ye, Shaoan Xie, Chuan Chen, Zibin Zheng
2018 J jnl
Blockchain challenges and opportunities: a survey.
Int. J. Web Grid Serv.
Zibin Zheng, Shaoan Xie, Hong-Ning Dai, Xiangping Chen, Huaimin Wang
2018 A* conf
Learning Semantic Representations for Unsupervised Domain Adaptation.
ICML
Shaoan Xie, Zibin Zheng, Liang Chen, Chuan Chen
2017 — conf
An Overview of Blockchain Technology: Architecture, Consensus, and Future Trends.
BigData Congress
Zibin Zheng, Shaoan Xie, Hongning Dai, Xiangping Chen, Huaimin Wang