Sirui Xie
17 papers · 2019–2025 · 7 conferences · across top CS/AI conferences
Achievements
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π Academic Marathon (6) π§ Keyword Pioneer π Interdisciplinary Bridge π Conference Polyglot (7) π Cross-Pollinator (13)
π§
Keyword Pioneer
π
Conference Polyglot
(7)
π
Academic Marathon
(6)
π
Trend Setter
ποΈ
Keyword Collector
(69)
π
Century Club
(17)
π₯
Unstoppable
(7)
Conferences
NIPS (6)
ICML (3)
CVPR (2)
ECCV (2)
ICLR (2)
AISTATS (1)
CORL (1)
Top co-authors
Keywords
energy-based model
(4)
neural architecture search
(3)
generative model
(3)
imitation learning
(2)
network architecture
(2)
diffusion model
(2)
differentiable search
(2)
expectation maximization
(2)
image segmentation
(1)
variational inference
(1)
semantic segmentation
(1)
scene understanding
(1)
foreground extraction
(1)
knowledge distillation
(1)
representation learning
(1)
reinforcement learning
(1)
autonomous driving
(1)
image generation
(1)
text generation
(1)
model distillation
(1)
Papers
Latent Thought Models with Variational Bayes Inference-Time Computation
ICML 2025
Structured-NeRF: Hierarchical Scene Graph with Neural Representation
ECCV 2024
EM Distillation for One-step Diffusion Models
NIPS 2024
Latent Plan Transformer for Trajectory Abstraction: Planning as Latent Space Inference
NIPS 2024
Learning non-Markovian Decision-Making from State-only Sequences
NIPS 2023
Learning Energy-Based Prior Model with Diffusion-Amortized MCMC
NIPS 2023
COAT: Measuring Object Compositionality in Emergent Representations
ICML 2022
Emergent Graphical Conventions in a Visual Communication Game
NIPS 2022
Latent Diffusion Energy-Based Model for Interpretable Text Modelling
ICML 2022
Learning Algebraic Representation for Systematic Generalization in Abstract Reasoning
ECCV 2022
Unsupervised Foreground Extraction via Deep Region Competition
NIPS 2021
Understanding the wiring evolution in differentiable neural architecture search
AISTATS 2021
DSNAS: Direct Neural Architecture Search Without Parameter Retraining
CVPR 2020
Graph-Guided Architecture Search for Real-Time Semantic Segmentation
CVPR 2020
Learning a Decision Module by Imitating Driverβs Control Behaviors
CORL 2020
SNAS: stochastic neural architecture search
ICLR 2019
NADPEx: An on-policy temporally consistent exploration method for deep reinforcement learning
ICLR 2019