Xie, Sirui

15 publications

ICML 2025 Latent Thought Models with Variational Bayes Inference-Time Computation Deqian Kong, Minglu Zhao, Dehong Xu, Bo Pang, Shu Wang, Edouardo Honig, Zhangzhang Si, Chuan Li, Jianwen Xie, Sirui Xie, Ying Nian Wu

NeurIPS 2024 EM Distillation for One-Step Diffusion Models Sirui Xie, Zhisheng Xiao, Diederik P. Kingma, Tingbo Hou, Ying Nian Wu, Kevin Murphy, Tim Salimans, Ben Poole, Ruiqi Gao

NeurIPS 2024 Latent Plan Transformer for Trajectory Abstraction: Planning as Latent Space Inference Deqian Kong, Dehong Xu, Minglu Zhao, Bo Pang, Jianwen Xie, Andrew Lizarraga, Yuhao Huang, Sirui Xie, Ying Nian Wu

ECCV 2024 Structured-NeRF: Hierarchical Scene Graph with Neural Representation Zhide Zhong, Jiakai Cao, Songen Gu, Sirui Xie, Liyi Luo, Hao Zhao, Guyue Zhou, Haoang Li, Zike Yan

NeurIPS 2023 Learning Energy-Based Prior Model with Diffusion-Amortized MCMC Peiyu Yu, Yaxuan Zhu, Sirui Xie, Xiaojian Ma, Ruiqi Gao, Song-Chun Zhu, Ying Nian Wu

NeurIPS 2023 Learning Non-Markovian Decision-Making from State-Only Sequences Aoyang Qin, Feng Gao, Qing Li, Song-Chun Zhu, Sirui Xie

ICML 2022 COAT: Measuring Object Compositionality in Emergent Representations Sirui Xie, Ari S Morcos, Song-Chun Zhu, Ramakrishna Vedantam

NeurIPS 2022 Emergent Graphical Conventions in a Visual Communication Game Shuwen Qiu, Sirui Xie, Lifeng Fan, Tao Gao, Jungseock Joo, Song-Chun Zhu, Yixin Zhu

ICML 2022 Latent Diffusion Energy-Based Model for Interpretable Text Modelling Peiyu Yu, Sirui Xie, Xiaojian Ma, Baoxiong Jia, Bo Pang, Ruiqi Gao, Yixin Zhu, Song-Chun Zhu, Ying Nian Wu

ECCV 2022 Learning Algebraic Representation for Systematic Generalization in Abstract Reasoning Chi Zhang, Sirui Xie, Baoxiong Jia, Ying Nian Wu, Song-Chun Zhu, Yixin Zhu

AISTATS 2021 Understanding the Wiring Evolution in Differentiable Neural Architecture Search Sirui Xie, Shoukang Hu, Xinjiang Wang, Chunxiao Liu, Jianping Shi, Xunying Liu, Dahua Lin

NeurIPS 2021 Unsupervised Foreground Extraction via Deep Region Competition Peiyu Yu, Sirui Xie, Xiaojian Ma, Yixin Zhu, Ying Nian Wu, Song-Chun Zhu

CoRL 2020 Learning a Decision Module by Imitating Driver’s Control Behaviors Junning Huang, Sirui Xie, Jiankai Sun, Qiurui Ma, Chunxiao Liu, Dahua Lin, Bolei Zhou

ICLR 2019 NADPEx: An On-Policy Temporally Consistent Exploration Method for Deep Reinforcement Learning Sirui Xie, Junning Huang, Lanxin Lei, Chunxiao Liu, Zheng Ma, Wei Zhang, Liang Lin

ICLR 2019 SNAS: Stochastic Neural Architecture Search Sirui Xie, Hehui Zheng, Chunxiao Liu, Liang Lin