Yating Liu
11 papers · 2020–2026 · 8 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (28) π Century Club Β· Bronze
π
Renaissance Researcher
(5)
Top co-authors
Research topics
Machine Learning
(7)
Computer Vision
(5)
Deep Learning
(5)
Artificial Intelligence
(4)
Analysis
(3)
Core AI
(3)
Core Methods
(3)
Learning Types
(3)
Optimization & Theory
(3)
Application Areas
(2)
Architectures
(2)
Domain-Specific
(2)
Generation
(2)
Data Science & Analytics
(1)
Mathematics & Optimization
(1)
Keywords
stochastic process
(2)
domain adaptation
(2)
convergence rate
(2)
contrastive learning
(2)
topic modeling
(1)
multimodal learning
(1)
reinforcement learning
(1)
knowledge graph
(1)
depth estimation
(1)
test-time adaptation
(1)
posterior sampling
(1)
parameter-efficient transfer learning
(1)
diffusion process
(1)
exploration exploitation
(1)
autonomous driving
(1)
template matching
(1)
nonparametric estimation
(1)
spectral decomposition
(1)
sparse estimation
(1)
uncertainty modeling
(1)
Papers
Drift Estimation for Diffusion Processes Using Neural Networks Based on Discretely Observed Independent Paths
AAAI 2026
OrienPose: Orientation-Guided Novel View Synthesis for Single-Image Unseen Object Pose Estimation
CVPR 2026
Sparse Topic Modeling via Spectral Decomposition and Thresholding
JMLR 2026
Towards Photorealistic Style Transfer with Multimodal Guidance and Robustness to Content Images in Arbitrary Styles
WACV 2026
Brain Bandit: A Biologically Grounded Neural Network for Efficient Control of Exploration
ICLR 2025
CLIP-PCQA: Exploring Subjective-Aligned Vision-Language Modeling for Point Cloud Quality Assessment
AAAI 2025
DM-Adapter: Domain-Aware Mixture-of-Adapters for Text-Based Person Retrieval
AAAI 2025
Test-Time Adaptation on Recommender System with Data-Centric Graph Transformation
IJCAI 2025
Counterfactual Intervention Feature Transfer for Visible-Infrared Person Re-identification
ECCV 2022
Geometry Uncertainty Projection Network for Monocular 3D Object Detection
ICCV 2021
Convergence Rate of Optimal Quantization and Application to the Clustering Performance of the Empirical Measure
JMLR 2020