Xinyang Liu
15 papers · 2022–2025 · 9 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (44) π Grand Slam ποΈ Keyword Collector (83)
β‘
Prolific Year Β· Productive
π
Renaissance Researcher
(5)
π
Century Club Β· Bronze
Top co-authors
Research topics
Machine Learning
(11)
Deep Learning
(7)
Core Methods
(7)
Artificial Intelligence
(5)
Models
(5)
Computer Vision
(4)
Analysis
(3)
Application Areas
(3)
Architectures
(3)
Core AI
(3)
Learning Types
(3)
Optimization & Theory
(3)
Mathematics & Optimization
(2)
Bayesian & Probabilistic
(2)
Domain-Specific
(2)
Keywords
variational inference
(2)
decentralized federated learning
(2)
prompt tuning
(2)
model aggregation
(2)
generative model
(2)
vision-language model
(2)
diffusion model
(2)
bayesian learning
(1)
image fusion
(1)
transformer architecture
(1)
optimal transport
(1)
topic modeling
(1)
multi-label classification
(1)
feature matching
(1)
sparse coding
(1)
probabilistic modeling
(1)
wavelet transform
(1)
scene reconstruction
(1)
semantic consistency
(1)
bayesian inference
(1)
Papers
Advancing Graph Generation through Beta Diffusion
ICLR 2025
Beyond Matryoshka: Revisiting Sparse Coding for Adaptive Representation
ICML 2025
Binarized Neural Network for Multi-spectral Image Fusion
CVPR 2025
Optimal Stochastic Trace Estimation in Generative Modeling
AISTATS 2025
SemiDFL: A Semi-Supervised Paradigm for Decentralized Federated Learning
AAAI 2025
Byzantine-robust Decentralized Federated Learning via Dual-domain Clustering and Trust Bootstrapping
CVPR 2024
ETO:Efficient Transformer-based Local Feature Matching by Organizing Multiple Homography Hypotheses
NeurIPS 2024
P^2C^2Net: PDE-Preserved Coarse Correction Network for efficient prediction of spatiotemporal dynamics
NeurIPS 2024
Patch-Prompt Aligned Bayesian Prompt Tuning for Vision-Language Models
UAI 2024
Bayesian Progressive Deep Topic Model with Knowledge Informed Textual Data Coarsening Process
ICML 2023
Context-guided Embedding Adaptation for Effective Topic Modeling in Low-Resource Regimes
NeurIPS 2023
Multi-Modal Neural Radiance Field for Monocular Dense SLAM with a Light-Weight ToF Sensor
ICCV 2023
PatchCT: Aligning Patch Set and Label Set with Conditional Transport for Multi-Label Image Classification
ICCV 2023
Tuning Multi-mode Token-level Prompt Alignment across Modalities
NeurIPS 2023
DELTAR: Depth Estimation from a Light-Weight ToF Sensor and RGB Image
ECCV 2022