A Multimodal Lossless Coding Method for Skeletons in Videos. - Xiaoyi He; Mingzhou Liu 001; Weiyao Lin; Xintong Han; Yanmin Zhu; Hongtao Lu; Hongkai Xiong (ICME Workshops, 2019)

Adaptive lossless compression of skeleton sequences. - Weiyao Lin; Tushar Shankar Shinde; Wenrui Dai; Mingzhou Liu 001; Xiaoyi He; Anil Kumar Tiwari; Hongkai Xiong (Signal Process. Image Commun., 2020)

CA-Net: Leveraging Contextual Features for Lung Cancer Prediction. - Mingzhou Liu 001; Fandong Zhang; Xinwei Sun 001; Yizhou Yu; Yizhou Wang 001 (MICCAI (5), 2021)

Context-LGM: Leveraging Object-Context Relation for Context-Aware Object Recognition. - Mingzhou Liu 001; Xinwei Sun 001; Fandong Zhang; Yizhou Yu; Yizhou Wang 001 (CoRR, 2021)

Which Invariance Should We Transfer? A Causal Minimax Learning Approach. - Mingzhou Liu 001; Xiangyu Zheng; Xinwei Sun 001; Fang Fang 003; Yizhou Wang 001 (ICML, 2023)

Causal Discovery from Subsampled Time Series with Proxy Variables. - Mingzhou Liu 001; Xinwei Sun 001; Lingjing Hu; Yizhou Wang 001 (NeurIPS, 2023)

Causal Discovery with Unobserved Variables: A Proxy Variable Approach. - Mingzhou Liu 001; Xinwei Sun 001; Yu Qiao 001; Yizhou Wang 001 (CoRR, 2023)

Exploring Counterfactual Alignment Loss towards Human-centered AI. - Mingzhou Liu 001; Xinwei Sun 001; Ching-Wen Lee; Yu Qiao 001; Yizhou Wang 001 (CoRR, 2023)

Causal Discovery via Conditional Independence Testing with Proxy Variables. - Mingzhou Liu 001; Xinwei Sun 001; Yu Qiao 001; Yizhou Wang 001 (ICML, 2024)

Bayesian Intervention Optimization for Causal Discovery. - Yuxuan Wang 005; Mingzhou Liu 001; Xinwei Sun 001; Wei Wang 115; Yizhou Wang 001 (CoRR, 2024)

Learning Causal Alignment for Reliable Disease Diagnosis. - Mingzhou Liu 001; Ching-Wen Lee; Xinwei Sun 001; Xueqing Yu; Yu Qiao 001; Yizhou Wang 001 (ICLR, 2025)

Conditional Local Independence Testing for Dynamic Causal Discovery. - Mingzhou Liu 001; Xinwei Sun 001; Yizhou Wang 001 (CoRR, 2025)