Si-Rui Xie

Most-cited papers

SNAS: Stochastic Neural Architecture Search
Si-Rui Xie, Hehui Zheng, Chun-Xiao Liu, Liang Lin
2018International Conference on Learning Representations1,022 citations
Semantic Scholar
DSNAS: Direct Neural Architecture Search Without Parameter Retraining
Shou-Kang Hu, Si-Rui Xie, Hehui Zheng, Chun-Xiao Liu +3 more
2020Computer Vision and Pattern Recognition148 citations Open access
Semantic Scholar
Graph-Guided Architecture Search for Real-Time Semantic Segmentation
Peiwen Lin, Peng Sun, Guang-Liang Cheng, Si-Rui Xie +2 more
2019Computer Vision and Pattern Recognition110 citations Open access
Semantic Scholar
Latent Diffusion Energy-Based Model for Interpretable Text Modeling
Peiyu Yu, Si-Rui Xie, Xiao-Jian Ma, Baoxiong Jia +5 more
2022International Conference on Machine Learning107 citations Open access
Semantic Scholar
Learning Algebraic Representation for Systematic Generalization in Abstract Reasoning
Chi Zhang, Si-Rui Xie, Baoxiong Jia, Ying Wu +2 more
2021European Conference on Computer Vision47 citations
Semantic Scholar
Unsupervised Foreground Extraction via Deep Region Competition
Peiyu Yu, Si-Rui Xie, Xiao-Jian Ma, Yixin Zhu +2 more
2021Neural Information Processing Systems46 citations
Semantic Scholar
Learning a Decision Module by Imitating Driver's Control Behaviors
Junning Huang, Si-Rui Xie, Jiankai Sun, Gary Qiurui Ma +3 more
2019Conference on Robot Learning34 citations
Semantic Scholar
HALMA: Humanlike Abstraction Learning Meets Affordance in Rapid Problem Solving
Si-Rui Xie, Xiao-Jian Ma, Peiyu Yu, Yixin Zhu +2 more
2021arXiv.org21 citations
Semantic Scholar
Emergent Graphical Conventions in a Visual Communication Game
Shuwen Qiu, Si-Rui Xie, Lifeng Fan, Tao Gao +3 more
2021Neural Information Processing Systems18 citations Open access
Semantic Scholar
Learning Energy-Based Prior Model with Diffusion-Amortized MCMC
Rui-Qi Gao, Xiaojian Ma, Ying-Nian Wu, Si-Rui Xie +3 more
2023Neural Information Processing Systems17 citations Open access
Semantic Scholar
Learning non-Markovian Decision-Making from State-only Sequences
Aoyang Qin, Feng Gao, Qing Li, Song-Chun Zhu +1 more
2023Neural Information Processing Systems13 citations Open access
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"Noisier"Noise Contrastive Eestimation is (Almost) Maximum Likelihood
Peiyu Yu, Dinghuai Zhang, Heng-Zhi He, Xiaojian Ma +9 more
202411 citations
Semantic Scholar
COAT: Measuring Object Compositionality in Emergent Representations
Si-Rui Xie, Ari S. Morcos, Song-Chun Zhu, Ramakrishna Vedantam
2022International Conference on Machine Learning10 citations
Semantic Scholar
Understanding the wiring evolution in differentiable neural architecture search
Si-Rui Xie, Shou-Kang Hu, Xin-Jiang Wang, Chun-Xiao Liu +3 more
2020International Conference on Artificial Intelligence and Statistics10 citations
Semantic Scholar
NADPEx: An on-policy temporally consistent exploration method for deep reinforcement learning
Si-Rui Xie, Junning Huang, Lanxin Lei, Chun-Xiao Liu +3 more
2018International Conference on Learning Representations9 citations
Semantic Scholar
Contentious versus Compliant: Diversified Patterns of Shanghai Homeowners’ Collective Mobilizations
Yue Xie, Si-Rui Xie
2018Journal of Contemporary China5 citations
Semantic Scholar
Learning Driving Decisions by Imitating Drivers' Control Behaviors
Junning Huang, Si-Rui Xie, Jiankai Sun, Gary Qiurui Ma +4 more
2019arXiv.org3 citations
Semantic Scholar
Generalized Inverse Planning: Learning Lifted non-Markovian Utility for Generalizable Task Representation
Si-Rui Xie, Feng Gao, Song-Chun Zhu
2020arXiv.org1 citations
Semantic Scholar
Investigation on the added mass effect of centrifugal impellers with splitter blades
Si-Rui Xie, Kan Dai
2023Other Conferences0 citations Open access
Semantic Scholar