Xiao Yan
13 papers · 2018–2026 · 8 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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π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (35) π Conference Polyglot Β· Silver π£ Hot Topic Early Bird π Academic Marathon Β· Sprint
π
Renaissance Researcher
(6)
β‘
Prolific Year Β· Productive
π
Century Club Β· Bronze
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Keyword Collector
(70)
Top co-authors
Research topics
Machine Learning
(8)
Deep Learning
(6)
Application Areas
(6)
Computer Science
(5)
Core Methods
(5)
Artificial Intelligence
(4)
Applications
(4)
Core AI
(3)
Optimization & Theory
(3)
Computer Vision
(2)
Mathematics & Optimization
(2)
Natural Language Processing
(2)
Analysis
(2)
Architectures
(2)
Foundations
(2)
Keywords
maximum inner product search
(3)
nearest neighbor search
(2)
node classification
(2)
vertical federated learning
(2)
locality sensitive hashing
(2)
graph neural network
(2)
chain-of-thought reasoning
(1)
similarity search
(1)
iterative optimization
(1)
face recognition
(1)
energy minimization
(1)
privacy preservation
(1)
program synthesis
(1)
vector quantization
(1)
code generation
(1)
domain adaptation
(1)
approximate nearest neighbor
(1)
query complexity
(1)
software engineering
(1)
information retrieval
(1)
Papers
AdaMix: Adaptive Mixing for Short and Long Reasoning Adapters
ACL 2026
DistVS: Large-scale Vector Search with Compute-Memory Disaggregation
NSDI 2026
Exploiting Text Semantics for Few and Zero Shot Node Classification on Text-attributed Graph
IJCAI 2025
Guiding LLM-based Smart Contract Generation with Finite State Machine
IJCAI 2025
HaCore: Efficient Coreset Construction with Locality Sensitive Hashing for Vertical Federated Learning
AAAI 2025
Model Rake: A Defense Against Stealing Attacks in Split Learning
IJCAI 2025
MuseGNN: Forming Scalable, Convergent GNN Layers that Minimize a Sampling-Based Energy
ICLR 2025
Pi-SQL: Enhancing Text-to-SQL with Fine-Grained Guidance from Pivot Programming Languages
EMNLP 2025
Analyzing and Combating Attribute Bias for Face Restoration
IJCAI 2023
Face2Exp: Combating Data Biases for Facial Expression Recognition
CVPR 2022
Norm-Explicit Quantization: Improving Vector Quantization for Maximum Inner Product Search
AAAI 2020
Understanding and Improving Proximity Graph Based Maximum Inner Product Search
AAAI 2020
Norm-Ranging LSH for Maximum Inner Product Search
NeurIPS 2018