A Broad Neural Network Structure for Class Incremental Learning. - Wenzhang Liu; Haiqin Yang; Yuewen Sun; Changyin Sun 001 (ISNN, 2018)

A Parallel Framework of Adaptive Dynamic Programming Algorithm With Off-Policy Learning. - Changyin Sun 001; Xiaofeng Li; Yuewen Sun (IEEE Trans. Neural Networks Learn. Syst., 2021)

Learning Temporally Causal Latent Processes from General Temporal Data. - Weiran Yao; Yuewen Sun; Alex Ho; Changyin Sun 001; Kun Zhang 001 (ICLR, 2022)

Model-Based Transfer Reinforcement Learning Based on Graphical Model Representations. - Yuewen Sun; Kun Zhang 001; Changyin Sun 001 (IEEE Trans. Neural Networks Learn. Syst., 2023)

ACAMDA: Improving Data Efficiency in Reinforcement Learning through Guided Counterfactual Data Augmentation. - Yuewen Sun; Erli Wang; Biwei Huang; Chaochao Lu; Lu Feng; Changyin Sun 001; Kun Zhang 001 (AAAI, 2024)

CaRiNG: Learning Temporal Causal Representation under Non-Invertible Generation Process. - Guangyi Chen 002; Yifan Shen 004; Zhenhao Chen; Xiangchen Song; Yuewen Sun; Weiran Yao; Xiao Liu; Kun Zhang 001 (ICML, 2024)

On the Parameter Identifiability of Partially Observed Linear Causal Models. - Xinshuai Dong; Ignavier Ng; Biwei Huang; Yuewen Sun; Songyao Jin; Roberto Legaspi; Peter Spirtes; Kun Zhang 001 (NeurIPS, 2024)

Identifying Latent State-Transition Processes for Individualized Reinforcement Learning. - Yuewen Sun; Biwei Huang; Yu Yao 005; Donghuo Zeng; Xinshuai Dong; Songyao Jin; Boyang Sun; Roberto Legaspi; Kazushi Ikeda; Peter Spirtes; Kun Zhang 001 (NeurIPS, 2024)

Counterfactual Reasoning Using Predicted Latent Personality Dimensions for Optimizing Persuasion Outcome. - Donghuo Zeng; Roberto Sebastian Legaspi; Yuewen Sun; Xinshuai Dong; Kazushi Ikeda; Peter Spirtes; Kun Zhang 001 (PERSUASIVE, 2024)

Deep Radon Prior: A Fully Unsupervised Framework for Sparse-View CT Reconstruction. - Shuo Xu; Yucheng Zhang; Gang Chen; Xincheng Xiang; Peng Cong; Yuewen Sun (CoRR, 2024)

Causal Representation Learning from Multimodal Biological Observations. - Yuewen Sun; Lingjing Kong; Guangyi Chen 002; Loka Li; Gongxu Luo; Zijian Li 001; Yixuan Zhang 001; Yujia Zheng 001; Mengyue Yang; Petar Stojanov; Eran Segal; Eric P. Xing; et al. (CoRR, 2024)

Optimizing multi-classifier fusion for seabed sediment classification using machine learning. - Michael Anokye; Xiaodong Cui; Fanlin Yang; Ping Wang; Yuewen Sun; Hadong Ma; Emmanuel Oduro Amoako (Int. J. Digit. Earth, 2024)

Causal Representation Learning from Multimodal Biomedical Observations. - Yuewen Sun; Lingjing Kong; Guangyi Chen 002; Loka Li; Gongxu Luo; Zijian Li 001; Yixuan Zhang 001; Yujia Zheng 001; Mengyue Yang; Petar Stojanov; Eran Segal; Eric P. Xing; et al. (ICLR, 2025)

Generative Framework for Personalized Persuasion: Inferring Causal, Counterfactual, and Latent Knowledge. - Donghuo Zeng; Roberto Legaspi; Yuewen Sun; Xinshuai Dong; Kazushi Ikeda; Peter Spirtes; Kun Zhang 001 (UMAP, 2025)

Deep Radon Prior: A fully unsupervised framework for sparse-view CT reconstruction. - Shuo Xu; Jintao Fu; Yuewen Sun; Peng Cong; Xincheng Xiang (Comput. Biol. Medicine, 2025)

A Semisupervised Classification Method for Riverbed Benthic Sediments Using Integrated Superpixel Segmentation and Confident Learning Sample Enhancement. - Yaxue Wang; Yuewen Sun; Xiaodong Cui; Tianyu Yun; Xianhai Bu; Fanlin Yang (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025)

Causal Discovery and Counterfactual Reasoning to Optimize Persuasive Dialogue Policies. - Donghuo Zeng; Roberto Legaspi; Yuewen Sun; Xinshuai Dong; Kazushi Ikeda; Peter Spirtes; Kun Zhang 001 (CoRR, 2025)