| 2026 | ACL | Advancing Reasoning in Diffusion Language Models with Denoising Process Rewards. | Shaoan Xie, Lingjing Kong, Xiangchen Song, Xinshuai Dong, Guangyi Chen, Eric P. Xing, Kun Zhang |
| 2025 | AISTATS | Causal Representation Learning from General Environments under Nonparametric Mixing. | Ignavier Ng, Shaoan Xie, Xinshuai Dong, Peter Spirtes, Kun Zhang |
| 2025 | CVPR | SmartCLIP: Modular Vision-language Alignment with Identification Guarantees. | Shaoan Xie, Lingjing, Yujia Zheng, Yu Yao, Zeyu Tang, Eric P. Xing, Guangyi Chen, Kun Zhang |
| 2025 | ICLR | Synergy Between Sufficient Changes and Sparse Mixing Procedure for Disentangled Representation Learning. | Zijian Li, Shunxing Fan, Yujia Zheng, Ignavier Ng, Shaoan Xie, Guangyi Chen, Xinshuai Dong, Ruichu Cai, Kun Zhang |
| 2025 | ICML | Nonparametric Identification of Latent Concepts. | Yujia Zheng, Shaoan Xie, Kun Zhang |
| 2025 | ICML | Learning Vision and Language Concepts for Controllable Image Generation. | Shaoan Xie, Lingjing Kong, Yujia Zheng, Zeyu Tang, Eric P. Xing, Guangyi Chen, Kun Zhang |
| 2024 | ICML | Causal Representation Learning from Multiple Distributions: A General Setting. | Kun Zhang, Shaoan Xie, Ignavier Ng, Yujia Zheng |
| 2023 | CVPR | Unpaired Image-to-Image Translation with Shortest Path Regularization. | Shaoan Xie, Yanwu Xu, Mingming Gong, Kun Zhang |
| 2023 | CVPR | SmartBrush: Text and Shape Guided Object Inpainting with Diffusion Model. | Shaoan Xie, Zhifei Zhang, Zhe Lin, Tobias Hinz, Kun Zhang |
| 2023 | ICLR | Multi-domain image generation and translation with identifiability guarantees. | Shaoan Xie, Lingjing Kong, Mingming Gong, Kun Zhang |
| 2022 | CVPR | Maximum Spatial Perturbation Consistency for Unpaired Image-to-Image Translation. | Yanwu Xu, Shaoan Xie, Wenhao Wu, Kun Zhang, Mingming Gong, Kayhan Batmanghelich |
| 2022 | ICML | Partial disentanglement for domain adaptation. | Lingjing Kong, Shaoan Xie, Weiran Yao, Yujia Zheng, Guangyi Chen, Petar Stojanov, Victor Akinwande, Kun Zhang |
| 2022 | MICCAI | Adversarial Consistency for Single Domain Generalization in Medical Image Segmentation. | Yanwu Xu, Shaoan Xie, Maxwell Reynolds, Matthew Ragoza, Mingming Gong, Kayhan Batmanghelich |
| 2021 | ICCV | Unaligned Image-to-Image Translation by Learning to Reweight. | Shaoan Xie, Mingming Gong, Yanwu Xu, Kun Zhang |
| 2018 | ICML | Learning Semantic Representations for Unsupervised Domain Adaptation. | Shaoan Xie, Zibin Zheng, Liang Chen, Chuan Chen |
| 2017 | BigData | An Overview of Blockchain Technology: Architecture, Consensus, and Future Trends. | Zibin Zheng, Shaoan Xie, Hongning Dai, Xiangping Chen, Huaimin Wang |