Xingyu Gao
12 papers · 2015–2026 · 8 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (26) 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Half 🏆 Grand Slam
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Keyword Collector
(51)
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Prolific Year · Productive
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Century Club · Bronze
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Research topics
Deep Learning
(7)
Machine Learning
(5)
Computer Vision
(4)
Analysis
(4)
Artificial Intelligence
(3)
Architectures
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Core AI · Artificial Intelligence
(3)
Models
(3)
Application Areas
(2)
Optimization & Theory
(2)
Processing
(2)
Natural Language Processing
(1)
Core AI · Computer Vision
(1)
Core Methods
(1)
Domain-Specific
(1)
Keywords
spiking neural network
(2)
leaky integrate-and-fire
(2)
generative model
(2)
fixed-point iteration
(2)
image restoration
(1)
temporal dynamics
(1)
semantic segmentation
(1)
convergence analysis
(1)
domain adaptation
(1)
privacy preservation
(1)
time series generation
(1)
vector quantization
(1)
time series forecasting
(1)
high resolution imaging
(1)
diffusion model
(1)
attention mechanism
(1)
time complexity
(1)
event camera
(1)
vision-language model
(1)
few-shot learning
(1)
Papers
Biologically-Inspired Evolutionary Domain Symbiosis for Few-shot and Zero-shot Point Cloud Semantic Segmentation
AAAI 2026
SCoRe: Salience-Coverage Reduction for Vision Token Pruning in Vision-Language Models
CVPR 2026
Efficient Parallel Training Methods for Spiking Neural Networks with Constant Time Complexity
ICML 2025
IgGM: A Generative Model for Functional Antibody and Nanobody Design
ICLR 2025
OMS: One More Step Noise Searching to Enhance Membership Inference Attacks for Diffusion Models
IJCAI 2025
Progression-Aware Generative Model Enhancing Baseline Visit Prediction of Early Alzheimer’s Disease
MICCAI 2025
TS-LIF: A Temporal Segment Spiking Neuron Network for Time Series Forecasting
ICLR 2025
A Coarse-to-Fine Fusion Network for Event-Based Image Deblurring
IJCAI 2024
REDIR: Refocus-free Event-based De-occlusion Image Reconstruction
ECCV 2024
SDformer: Similarity-driven Discrete Transformer For Time Series Generation
NeurIPS 2024
Parsing-Based View-Aware Embedding Network for Vehicle Re-Identification
CVPR 2020
Online Learning to Rank for Content-Based Image Retrieval
IJCAI 2015