Xinyi Wu
27 papers · 2019–2025 · 10 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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🗺️ Taxonomy Completionist (61) 🌍 Conference Polyglot · Gold 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird
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Dynamic Duo
(14)
🧬
Topic Evolution
🏆
Grand Slam
⚡
Prolific Year · Productive
🔥
Unstoppable · Bronze
❓
The Questioner
(3)
💎
Century Club · Bronze
🌈
Renaissance Researcher
(5)
🗃️
Keyword Collector
(120)
Venues
Top co-authors
Research topics
Deep Learning
(17)
Machine Learning
(17)
Computer Vision
(12)
Artificial Intelligence
(9)
Architectures
(9)
Analysis
(8)
Learning Types · Deep Learning
(8)
Core AI
(7)
Application Areas
(6)
Optimization & Theory
(6)
Core Methods
(5)
Techniques
(5)
Natural Language Processing
(4)
Learning Types · Machine Learning
(4)
Processing
(4)
Keywords
attention mechanism
(3)
graph neural network
(3)
semantic segmentation
(3)
conversation analysis
(2)
attention mask
(2)
domain adaptation
(2)
adversarial training
(2)
unsupervised learning
(2)
convolutional neural network
(2)
deep neural network
(2)
message passing
(2)
3d point cloud
(2)
multimodal learning
(2)
image restoration
(2)
prototype learning
(1)
style transfer
(1)
few-shot learning
(1)
sound source localization
(1)
text classification
(1)
feature learning
(1)
Papers
Acquire and then Adapt: Squeezing out Text-to-Image Model for Image Restoration
CVPR 2025
Does One-shot Give the Best Shot? Mitigating Model Inconsistency in One-shot Federated Learning
ICML 2025
On the Emergence of Position Bias in Transformers
ICML 2025
Residual Connections and Normalization Can Provably Prevent Oversmoothing in GNNs
ICLR 2025
Uni-Retrieval: A Multi-Style Retrieval Framework for STEM’s Education
ACL 2025
Depression Enhances Internal Inconsistency between Spoken and Semantic Emotion: Evidence from the Analysis of Emotion Expression in Conversation
Interspeech 2024
On the Role of Attention Masks and LayerNorm in Transformers
NeurIPS 2024
Text-Based Occluded Person Re-identification via Multi-Granularity Contrastive Consistency Learning
AAAI 2024
Translate Meanings, Not Just Words: IdiomKB’s Role in Optimizing Idiomatic Translation with Language Models
AAAI 2024
A Non-Asymptotic Analysis of Oversmoothing in Graph Neural Networks
ICLR 2023
Demystifying Oversmoothing in Attention-Based Graph Neural Networks
NeurIPS 2023
Few-Shot 3D Point Cloud Semantic Segmentation via Stratified Class-Specific Attention Based Transformer Network
AAAI 2023
Parametric Surface Constrained Upsampler Network for Point Cloud
AAAI 2023
Background-Insensitive Scene Text Recognition with Text Semantic Segmentation
ECCV 2022
Is It Necessary to Transfer Temporal Knowledge for Domain Adaptive Video Semantic Segmentation?
ECCV 2022
SiamDoGe: Domain Generalizable Semantic Segmentation Using Siamese Network
ECCV 2022
Style-Guided Shadow Removal
ECCV 2022
Style Mixing and Patchwise Prototypical Matching for One-Shot Unsupervised Domain Adaptive Semantic Segmentation
AAAI 2022
Binaural Audio-Visual Localization
AAAI 2021
DANNet: A One-Stage Domain Adaptation Network for Unsupervised Nighttime Semantic Segmentation
CVPR 2021
Explaining Relationships Between Scientific Documents
ACL 2021
From Shadow Generation To Shadow Removal
CVPR 2021
Linguistically-Informed Transformations (LIT): A Method for Automatically Generating Contrast Sets
EMNLP 2020
SalSAC: A Video Saliency Prediction Model with Shuffled Attentions and Correlation-Based ConvLSTM
AAAI 2020
Semantic Stereo Matching With Pyramid Cost Volumes
ICCV 2019
Spatial Correspondence With Generative Adversarial Network: Learning Depth From Monocular Videos
ICCV 2019
What Makes a Good Counselor? Learning to Distinguish between High-quality and Low-quality Counseling Conversations
ACL 2019