Sirui Xie
Scholar

Sirui Xie

Google Scholar ID: 9GJn5FIAAAAJ
Research Scientist, Google DeepMind
Machine LearningArtificial Intelligence
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Citations & Impact
All-time
Citations
2,198
 
H-index
13
 
i10-index
14
 
Publications
19
 
Co-authors
18
list available
Contact
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Publications
6 items
Generative Actor Critic
2025
Cited
0
Designing Instance-Level Sampling Schedules via REINFORCE with James-Stein Shrinkage
2025
Cited
0
Vi-TacMan: Articulated Object Manipulation via Vision and Touch
2025
Cited
0
B*: Efficient and Optimal Base Placement for Fixed-Base Manipulators
2025
Cited
0
Scalable Language Models with Posterior Inference of Latent Thought Vectors
2025
Cited
0
Latent Plan Transformer for Trajectory Abstraction: Planning as Latent Space Inference
Neural Information Processing Systems · 2024
Cited
7
Resume (English only)
Academic Achievements
  • Defended Ph.D. thesis titled "A Generative Account of Latent Abstractions" in September 2024
  • Paper "EM Distillation for One-step Diffusion Models" accepted by NeurIPS 2024
  • Paper "Latent Plan Transformer: Planning as Latent Variable Inference" accepted by NeurIPS 2024
  • Paper "Learning non-Markovian Decision-Making from State-only Sequences" accepted by NeurIPS 2023
  • Paper "Diffusion-Amortized MCMC Sampling for Latent EBM" accepted by NeurIPS 2023
Co-authors
18 total
Ying Nian Wu
Ying Nian Wu
UCLA Department of Statistics and Data Science
Hehui Zheng
Hehui Zheng
PhD Student, ETH Zurich
Co-author 3
Co-author 3
Dahua Lin
Dahua Lin
The Chinese University of Hong Kong
RUIQI GAO
RUIQI GAO
Research Scientist, Google DeepMind
Baoxiong Jia
Baoxiong Jia
Ph.D. in Computer Science, UCLA
DEQIAN KONG
DEQIAN KONG
Department of Statistics, UCLA
Junning Huang
Junning Huang
PhD Student, Technische Universität Darmstadt