Xie, Sirui
- Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities
2025/07/07 by Gheorghe Comanici, Comanici, Gheorghe, Eric Bieber +6844 · 8 voices · 1358 citations
#cs.CL #cs.AI
- SNAS: Stochastic Neural Architecture Search
2018/12/24 by Sirui Xie, Hehui Zheng, Xie, Sirui +5 · 46 citations
Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #Adversarial Robustness in Machine Learning
- EM Distillation for One-step Diffusion Models
2024/05/27 by Xie, Sirui, Xiao, Zhisheng, Kingma, Diederik P +6 · 15 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Latent Plan Transformer for Trajectory Abstraction: Planning as Latent Space Inference
2024/02/07 by Deqian Kong, Dehong Xu, Kong, Deqian +15 · 4 citations
Computer Science · #AI-based Problem Solving and Planning #FOS: Computer and information sciences #Machine Learning (cs.LG)
- DSNAS: Direct Neural Architecture Search without Parameter Retraining
2020/02/21 by Hu, Shoukang, Xie, Sirui, Zheng, Hehui +4 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Emergent Graphical Conventions in a Visual Communication Game
2021/11/28 by Qiu, Shuwen, Xie, Sirui, Fan, Lifeng +4 · 1 citation
#Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Learning Algebraic Representation for Systematic Generalization in Abstract Reasoning
2021/11/25 by Chi Zhang, Zhang, Chi, Sirui Xie +9 · 1 citation
Computer Science · #Neural Networks and Applications #Evolutionary Algorithms and Applications #Computability, Logic, AI Algorithms
- Latent Diffusion Energy-Based Model for Interpretable Text Modeling
2022/06/13 by Peiyu Yu, Sirui Xie, Yu, Peiyu +15 · 1 citation
Computer Science · Social Sciences · #Computation and Language (cs.CL) #Computational and Text Analysis Methods #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Topic Modeling
- Learning Energy-Based Prior Model with Diffusion-Amortized MCMC
2023/10/05 by Peiyu Yu, Yu, Peiyu, Yaxuan Zhu +11 · 1 citation
Computer Science · #Generative Adversarial Networks and Image Synthesis #Machine Learning in Healthcare
- Latent Thought Models with Variational Bayes Inference-Time Computation
2025/02/03 by Kong, Deqian, Zhao, Minglu, Xu, Dehong +8 · 2 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- B*: Efficient and Optimal Base Placement for Fixed-Base Manipulators
2025/04/17 by Zhao, Zihang, Cui, Leiyao, Xie, Sirui +4 · 3 citations
#FOS: Computer and information sciences #Robotics (cs.RO)
- "Noisier" Noise Contrastive Eestimation is (Almost) Maximum Likelihood
2024/05/27 by Peiyu Yu, Dinghuai Zhang, Yu, Peiyu +21 · 1 citation
Computer Science · #Applications (stat.AP) #Artificial Intelligence (cs.AI) #Artificial Intelligence in Games #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Topic Modeling
- Learning non-Markovian Decision-Making from State-only Sequences
2023/06/27 by Aoyang Qin, Feng Gao, Qin, Aoyang +7 · 1 citation
Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics
- Vi-TacMan: Articulated Object Manipulation via Vision and Touch
2025/10/07 by Cui, Leiyao, Zhao, Zihang, Xie, Sirui +3 · 2 citations
#FOS: Computer and information sciences #Robotics (cs.RO)