Zhou, Siyuan

15 publications

ICML 2025 AdaWorld: Learning Adaptable World Models with Latent Actions Shenyuan Gao, Siyuan Zhou, Yilun Du, Jun Zhang, Chuang Gan

CVPR 2025 FreeGave: 3D Physics Learning from Dynamic Videos by Gaussian Velocity Jinxi Li, Ziyang Song, Siyuan Zhou, Bo Yang

NeurIPS 2025 Learning 3D Persistent Embodied World Models Siyuan Zhou, Yilun Du, Yuncong Yang, Lei Han, Peihao Chen, Dit-Yan Yeung, Chuang Gan

ICCV 2025 Learning 4D Embodied World Models Haoyu Zhen, Qiao Sun, Hongxin Zhang, Junyan Li, Siyuan Zhou, Yilun Du, Chuang Gan

NeurIPS 2025 MindJourney: Test-Time Scaling with World Models for Spatial Reasoning Yuncong Yang, Jiageng Liu, Zheyuan Zhang, Siyuan Zhou, Reuben Tan, Jianwei Yang, Yilun Du, Chuang Gan

ICCV 2025 RayletDF: Raylet Distance Fields for Generalizable 3D Surface Reconstruction from Point Clouds or Gaussians Shenxing Wei, Jinxi Li, Yafei Yang, Siyuan Zhou, Bo Yang

ICML 2024 RoboDreamer: Learning Compositional World Models for Robot Imagination Siyuan Zhou, Yilun Du, Jiaben Chen, Yandong Li, Dit-Yan Yeung, Chuang Gan

NeurIPS 2023 Adaptive Online Replanning with Diffusion Models Siyuan Zhou, Yilun Du, Shun Zhang, Mengdi Xu, Yikang Shen, Wei Xiao, Dit-Yan Yeung, Chuang Gan

AAAI 2023 Video Object of Interest Segmentation Siyuan Zhou, Chunru Zhan, Biao Wang, Tiezheng Ge, Yuning Jiang, Li Niu

CVPR 2022 Finding Fallen Objects via Asynchronous Audio-Visual Integration Chuang Gan, Yi Gu, Siyuan Zhou, Jeremy Schwartz, Seth Alter, James Traer, Dan Gutfreund, Joshua B. Tenenbaum, Josh H. McDermott, Antonio Torralba

ECCV 2022 Learning Object Placement via Dual-Path Graph Completion Siyuan Zhou, Liu Liu, Li Niu, Liqing Zhang

NeurIPS 2022 Weak-Shot Semantic Segmentation via Dual Similarity Transfer Junjie Chen, Li Niu, Siyuan Zhou, Jianlou Si, Chen Qian, Liqing Zhang

ICLR 2021 Learning Task Decomposition with Ordered Memory Policy Network Yuchen Lu, Yikang Shen, Siyuan Zhou, Aaron Courville, Joshua B. Tenenbaum, Chuang Gan

ICLR 2021 PlasticineLab: A Soft-Body Manipulation Benchmark with Differentiable Physics Zhiao Huang, Yuanming Hu, Tao Du, Siyuan Zhou, Hao Su, Joshua B. Tenenbaum, Chuang Gan

ECML-PKDD 2014 Active Learning for Support Vector Machines with Maximum Model Change Wenbin Cai, Ya Zhang, Siyuan Zhou, Wenquan Wang, Chris H. Q. Ding, Xiao Gu