Yifan Xia
8 papers · 2019–2026 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π Academic Marathon (6) π Renaissance Researcher (7) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (17)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π
Cross-Pollinator
(15)
Conferences
AAAI (3)
EMNLP (2)
IJCAI (2)
ICML (1)
Top co-authors
Keywords
shape matching
(3)
functional map
(2)
spectral analysis
(2)
spectral domain
(2)
ai safety
(1)
safety alignment
(1)
column generation
(1)
human-computer interaction
(1)
gradient optimization
(1)
output distribution
(1)
alternating direction method of multiplier
(1)
multimodal large language model
(1)
cycle consistency
(1)
jailbreak attack
(1)
visual prompt
(1)
temperature scaling
(1)
geometric consistency
(1)
vehicle routing problem
(1)
interactive translation
(1)
jailbreak detection
(1)
Papers
Probabilistic Deformation Consistency for Unsupervised Shape Matching
AAAI 2026
Multi-Shape Matching with Cycle Consistency Basis via Functional Maps
AAAI 2025
Reimagining Safety Alignment with An Image
EMNLP 2025
LLM Jailbreak Detection for (Almost) Free!
EMNLP 2025
Position: Rethinking Post-Hoc Search-Based Neural Approaches for Solving Large-Scale Traveling Salesman Problems
ICML 2024
Locality Preserving Refinement for Shape Matching with Functional Maps
AAAI 2024
A Neural Column Generation Approach to the Vehicle Routing Problem with Two-Dimensional Loading and Last-In-First-Out Constraints
IJCAI 2024
Correct-and-Memorize: Learning to Translate from Interactive Revisions
IJCAI 2019