Xinyue Zhang
18 papers · 2020–2026 · 9 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (42) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird
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Prolific Year · Productive
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The Questioner
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Century Club · Bronze
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Renaissance Researcher
(10)
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Keyword Collector
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Research topics
Machine Learning
(10)
Artificial Intelligence
(7)
Core AI
(7)
Application Areas
(6)
Optimization & Theory
(5)
Computer Vision
(4)
Deep Learning
(4)
Natural Language Processing
(3)
Analysis
(3)
Data Science & Analytics
(2)
Healthcare & Medicine
(2)
Interdisciplinary
(2)
Applications · Natural Language Processing
(2)
Applications · Data Science & Analytics
(2)
Clinical
(2)
Keywords
large language model
(4)
differential privacy
(3)
vision-language model
(2)
privacy-preserving machine learning
(2)
datalog reasoning
(2)
knowledge distillation
(1)
synthetic data generation
(1)
variational inference
(1)
deep learning
(1)
privacy preservation
(1)
vision transformer
(1)
emotion detection
(1)
affective computing
(1)
fair classification
(1)
spurious correlation
(1)
multimodal learning
(1)
decision boundary
(1)
query optimization
(1)
gradient noise
(1)
information extraction
(1)
Papers
How Do LLMs and VLMs Understand Viewpoint Rotation Without Vision? An Interpretability Study
ACL 2026
Lesion-Aware Reconstruction with Principal Network: Enhancing Pseudo-Label Reliability in Semi-Supervised Clinical Lesion Detection
MIDL 2026
Stroke Modeling Enables Vectorized Character Generation with Large Vectorized Glyph Model
WACV 2026
ARGENT: Automatic Reference-free Evaluation for Open-Ended Text Generation without Source Inputs
ACL 2025
Constructing Your Model’s Value Distinction: Towards LLM Alignment with Anchor Words Tuning
EMNLP 2025
Counterfactual Thinking Driven Emotion Regulation for Image Sentiment Recognition
IJCAI 2025
Entire-Space Variational Information Exploitation for Post-Click Conversion Rate Prediction
AAAI 2025
Improving Barrett’s Oesophagus Surveillance Scheduling with Large Language Models: A Structured Extraction Approach
ACL 2025
PolarDETR: Enhancing Interpretability in Multi-modal Methods for Jawbone Lesion Detection in CBCT
MICCAI 2025
Simulator HC: Regression-based Online Simulation of Starting Problem-Solution Pairs for Homotopy Continuation in Geometric Vision
CVPR 2025
CausVSR: Causality Inspired Visual Sentiment Recognition
IJCAI 2024
Generation and Evaluation of Synthetic Endoscopy Free-Text Reports with Differential Privacy
ACL 2024
InternLM-XComposer2-4KHD: A Pioneering Large Vision-Language Model Handling Resolutions from 336 Pixels to 4K HD
NeurIPS 2024
Mobility-LLM: Learning Visiting Intentions and Travel Preference from Human Mobility Data with Large Language Models
NeurIPS 2024
Optimised Storage for Datalog Reasoning
AAAI 2024
Enhancing Datalog Reasoning with Hypertree Decompositions
IJCAI 2023
Adaptive Privacy Preserving Deep Learning Algorithms for Medical Data
WACV 2021
Differentially Private and Fair Classification via Calibrated Functional Mechanism
AAAI 2020