Xinyang Liu
15 papers · 2022–2025 · 9 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (9) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌈 Renaissance Researcher (5) 🐝 Cross-Pollinator (10)
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Renaissance Researcher
(5)
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Keyword Champion
🏆
Grand Slam
🗃️
Keyword Collector
(64)
💎
Century Club
(15)
⚡
Prolific Year
(5)
Conferences
NIPS (4)
CVPR (2)
ICCV (2)
ICML (2)
AAAI (1)
AISTATS (1)
ECCV (1)
ICLR (1)
UAI (1)
Top co-authors
Research topics
Keywords
model aggregation
(2)
decentralized federated learning
(2)
variational inference
(2)
transformer architecture
(1)
feature matching
(1)
bayesian learning
(1)
probabilistic modeling
(1)
image fusion
(1)
topic modeling
(1)
multi-label classification
(1)
semantic consistency
(1)
multi-spectral imaging
(1)
scene reconstruction
(1)
wavelet transform
(1)
feature extraction
(1)
semi-supervised learning
(1)
implicit representation
(1)
remote sensing
(1)
image registration
(1)
federated learning
(1)
Papers
Optimal Stochastic Trace Estimation in Generative Modeling
AISTATS 2025
Beyond Matryoshka: Revisiting Sparse Coding for Adaptive Representation
ICML 2025
Binarized Neural Network for Multi-spectral Image Fusion
CVPR 2025
Advancing Graph Generation through Beta Diffusion
ICLR 2025
SemiDFL: A Semi-Supervised Paradigm for Decentralized Federated Learning
AAAI 2025
Patch-Prompt Aligned Bayesian Prompt Tuning for Vision-Language Models
UAI 2024
ETO:Efficient Transformer-based Local Feature Matching by Organizing Multiple Homography Hypotheses
NIPS 2024
P$^2$C$^2$Net: PDE-Preserved Coarse Correction Network for efficient prediction of spatiotemporal dynamics
NIPS 2024
Byzantine-robust Decentralized Federated Learning via Dual-domain Clustering and Trust Bootstrapping
CVPR 2024
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
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
NIPS 2023
Tuning Multi-mode Token-level Prompt Alignment across Modalities
NIPS 2023
DELTAR: Depth Estimation from a Light-Weight ToF Sensor and RGB Image
ECCV 2022