Liyao Xiang
5 papers · 2020–2026 · 5 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
Jump to papers ↓
🌍
Conference Polyglot · Silver
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(17)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Artificial Intelligence
(5)
Machine Learning
(4)
Deep Learning
(3)
Architectures
(3)
Core AI
(3)
Application Areas
(2)
Core Methods
(2)
Learning Paradigms · Artificial Intelligence
(2)
Knowledge & Reasoning
(1)
Learning Paradigms · Machine Learning
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Optimization & Theory
(1)
Representation
(1)
Keywords
federated learning
(2)
contrastive learning
(1)
vision transformer
(1)
feature transformation
(1)
topological data analysis
(1)
permutation equivariance
(1)
knowledge graph
(1)
model convergence
(1)
representation alignment
(1)
privacy protection
(1)
non-i.i.d. data
(1)
communication overhead
(1)
entity alignment
(1)
positive-unlabeled learning
(1)
dangling entity
(1)
split learning
(1)
feature norm regularization
(1)
non-i.i.d data
(1)
local model
(1)
complex-valued neural network
(1)
Papers
FedTopo: Topology-Informed Representation Alignment in Federated Learning Under Non-I.I.D. Conditions
AAAI 2026
Feature Norm Regularized Federated Learning: Utilizing Data Disparities for Model Performance Gains
IJCAI 2024
Lambda: Learning Matchable Prior For Entity Alignment with Unlabeled Dangling Cases
NeurIPS 2024
Permutation Equivariance of Transformers and Its Applications
CVPR 2024
Interpretable Complex-Valued Neural Networks for Privacy Protection
ICLR 2020