Yao Xiao
17 papers · 2014–2025 · 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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🗺️ Taxonomy Completionist (52) 🏃 Academic Marathon · Half 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🧭 Keyword Pioneer
💎
Century Club · Bronze
🗃️
Keyword Collector
(101)
🔥
Unstoppable · Bronze
❓
The Questioner
⚡
Prolific Year · Productive
🌈
Renaissance Researcher
(5)
Top co-authors
Research topics
Machine Learning
(12)
Deep Learning
(8)
Computer Vision
(7)
Learning Types · Machine Learning
(7)
Artificial Intelligence
(6)
Core AI
(6)
Analysis
(5)
Core Methods
(5)
Application Areas
(4)
Learning Types · Deep Learning
(4)
Natural Language Processing
(2)
Models
(2)
Optimization & Theory · Deep Learning
(2)
Optimization & Theory · Machine Learning
(2)
Processing
(2)
Keywords
object detection
(3)
large language model
(3)
knowledge distillation
(2)
explainable ai
(2)
adversarial defense
(2)
semantic segmentation
(1)
contrastive learning
(1)
causal inference
(1)
concept-based explanation
(1)
on-policy sampling
(1)
domain adaptation
(1)
image restoration
(1)
image retrieval
(1)
image classification
(1)
feature learning
(1)
video classification
(1)
direct preference optimization
(1)
natural language inference
(1)
data augmentation
(1)
image segmentation
(1)
Papers
Alzheimer’s Dementia Detection Using Perplexity from Paired Large Language Models
Interspeech 2025
Are High-Quality AI-Generated Images More Difficult for Models to Detect?
ICML 2025
FBRT-YOLO: Faster and Better for Real-Time Aerial Image Detection
AAAI 2025
Finding the Sweet Spot: Preference Data Construction for Scaling Preference Optimization
ACL 2025
Towards Explainable Temporal Reasoning in Large Language Models: A Structure-Aware Generative Framework
ACL 2025
Towards Understanding the Robustness of Diffusion-Based Purification: A Stochastic Perspective
ICLR 2025
Region-Based Representations Revisited
CVPR 2024
Decomposed Prompt Tuning via Low-Rank Reparameterization
EMNLP 2023
Encouraging Disentangled and Convex Representation With Controllable Interpolation Regularization
WACV 2023
Masked Images Are Counterfactual Samples for Robust Fine-Tuning
CVPR 2023
PatchZero: Defending Against Adversarial Patch Attacks by Detecting and Zeroing the Patch
WACV 2023
"Contributions of Shape, Texture, and Color in Visual Recognition"
ECCV 2022
A Peek Into the Reasoning of Neural Networks: Interpreting With Structural Visual Concepts
CVPR 2021
Interventional Video Grounding With Dual Contrastive Learning
CVPR 2021
Complexity-Adaptive Distance Metric for Object Proposals Generation
CVPR 2015
Verbal and Nonverbal Clues for Real-life Deception Detection
EMNLP 2015
Shadow Removal from Single RGB-D Images
CVPR 2014