Liyao Xiang
5 papers · 2020–2026 · 5 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (4) π£ Hot Topic Early Bird π Cross-Pollinator (13)
π
Academic Marathon
(6)
πΊοΈ
Taxonomy Completionist
(15)
Conferences
AAAI (1)
CVPR (1)
ICLR (1)
IJCAI (1)
NIPS (1)
Top co-authors
Keywords
federated learning
(2)
contrastive learning
(1)
vision transformer
(1)
topological data analysis
(1)
permutation equivariance
(1)
knowledge graph
(1)
model convergence
(1)
representation alignment
(1)
non-i.i.d. datum
(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 datum
(1)
local model
(1)
graph neural network
(1)
non-i.i.d. learning
(1)
model authorization
(1)
Papers
FedTopo: Topology-Informed Representation Alignment in Federated Learning Under Non-I.I.D. Conditions
AAAI 2026
Lambda: Learning Matchable Prior For Entity Alignment with Unlabeled Dangling Cases
NIPS 2024
Permutation Equivariance of Transformers and Its Applications
CVPR 2024
Feature Norm Regularized Federated Learning: Utilizing Data Disparities for Model Performance Gains
IJCAI 2024
Interpretable Complex-Valued Neural Networks for Privacy Protection
ICLR 2020