Unsupervised Sampling Promoting for Stochastic Human Trajectory Prediction. - Guangyi Chen 002; Zhenhao Chen; Shunxing Fan; Kun Zhang 001 (CVPR, 2023)

On the Recoverability of Causal Relations from Temporally Aggregated I.I.D. Data. - Shunxing Fan; Mingming Gong; Kun Zhang 001 (ICML, 2024)

Synergy Between Sufficient Changes and Sparse Mixing Procedure for Disentangled Representation Learning. - Zijian Li 001; Shunxing Fan; Yujia Zheng 001; Ignavier Ng; Shaoan Xie; Guangyi Chen 002; Xinshuai Dong; Ruichu Cai; Kun Zhang 001 (ICLR, 2025)

Permutation-Based Rank Test in the Presence of Discretization and Application in Causal Discovery with Mixed Data. - Xinshuai Dong; Ignavier Ng; Boyang Sun; Haoyue Dai; Guang-Yuan Hao; Shunxing Fan; Peter Spirtes; Yumou Qiu; Kun Zhang 001 (CoRR, 2025)