Yifan Xia
8 papers · 2019–2026 · 4 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (16) π£ Hot Topic Early Bird
π
Renaissance Researcher
(5)
Top co-authors
Research topics
Machine Learning
(4)
Computer Vision
(3)
Mathematics & Optimization
(3)
Analysis
(3)
Optimization
(3)
Artificial Intelligence
(2)
Computer Science
(2)
Applications Β· Computer Science
(2)
Core AI
(2)
Core Methods
(2)
Learning Types
(2)
Optimization & Theory
(2)
Deep Learning
(1)
Natural Language Processing
(1)
Applications Β· Natural Language Processing
(1)
Keywords
shape matching
(3)
functional map
(2)
spectral domain
(2)
spectral analysis
(2)
combinatorial optimization
(2)
alternating direction method of multiplier
(1)
safety alignment
(1)
graph matching
(1)
output distribution
(1)
gradient optimization
(1)
ai safety
(1)
traveling salesman problem
(1)
human-computer interaction
(1)
multimodal large language model
(1)
jailbreak attack
(1)
cycle consistency
(1)
visual prompt
(1)
temperature scaling
(1)
geometric consistency
(1)
column generation
(1)
Papers
Probabilistic Deformation Consistency for Unsupervised Shape Matching
AAAI 2026
LLM Jailbreak Detection for (Almost) Free!
EMNLP 2025
Multi-Shape Matching with Cycle Consistency Basis via Functional Maps
AAAI 2025
Reimagining Safety Alignment with An Image
EMNLP 2025
A Neural Column Generation Approach to the Vehicle Routing Problem with Two-Dimensional Loading and Last-In-First-Out Constraints
IJCAI 2024
Locality Preserving Refinement for Shape Matching with Functional Maps
AAAI 2024
Position: Rethinking Post-Hoc Search-Based Neural Approaches for Solving Large-Scale Traveling Salesman Problems
ICML 2024
Correct-and-Memorize: Learning to Translate from Interactive Revisions
IJCAI 2019