Richard Yi Da Xu
12 papers · 2016–2026 · 5 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Bronze 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Half 🗺️ Taxonomy Completionist (40) 🐣 Hot Topic Early Bird
💎
Century Club · Bronze
🗃️
Keyword Collector
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Research topics
Machine Learning
(9)
Deep Learning
(7)
Learning Types · Machine Learning
(5)
Optimization & Theory · Machine Learning
(4)
Artificial Intelligence
(3)
Computer Vision
(3)
Application Areas
(3)
Architectures
(3)
Learning Types · Deep Learning
(3)
Analysis
(2)
Core AI
(2)
Core Methods
(2)
Models
(2)
Optimization & Theory · Deep Learning
(2)
Techniques
(2)
Keywords
domain generalization
(3)
neural tangent kernel
(1)
variational inference
(1)
feature learning
(1)
image generation
(1)
text-to-image generation
(1)
stochastic gradient descent
(1)
object recognition
(1)
uncertainty quantification
(1)
optimal transport
(1)
self-supervised learning
(1)
attention mechanism
(1)
multi-agent reinforcement learning
(1)
semantic consistency
(1)
trajectory segmentation
(1)
message passing
(1)
markov chain
(1)
3d human pose estimation
(1)
determinantal point process
(1)
representation learning
(1)
Papers
Bridging Domain Invariance and Diversity: A Fine-Grained Risk Bound for Domain Generalization
JMLR 2026
TsCA: On the Semantic Consistency Alignment via Conditional Transport for Compositional Zero-Shot Learning
IJCAI 2025
Domain Decorrelation with Potential Energy Ranking
AAAI 2023
Robust Feature Rectification of Pretrained Vision Models for Object Recognition
AAAI 2023
Capturing Uncertainty in Unsupervised GPS Trajectory Segmentation Using Bayesian Deep Learning
AAAI 2021
Dynamic Coordination Graph for Cooperative Multi-Agent Reinforcement Learning
ACML 2021
On the Neural Tangent Kernel of Deep Networks with Orthogonal Initialization
IJCAI 2021
End-to-end Dynamic Matching Network for Multi-view Multi-person 3d Pose Estimation
ECCV 2020
Geometry-Driven Self-Supervised Method for 3D Human Pose Estimation
AAAI 2020
Efficient Diversified Mini-Batch Selection using Variable High-layer Features
ACML 2019
Realistic Image Generation using Region-phrase Attention
ACML 2019
Copula Mixed-Membership Stochastic Blockmodel
IJCAI 2016