Tongtian Zhu
6 papers · 2022–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (6) πΊοΈ Taxonomy Completionist (16) π Conference Polyglot (5) π§ Keyword Pioneer π Renaissance Researcher (5)
π
Interdisciplinary Bridge
π
Grand Slam
Conferences
ICML (2)
AAAI (1)
ICLR (1)
IJCAI (1)
NIPS (1)
Top co-authors
Keywords
contrastive learning
(2)
data augmentation
(2)
decentralized stochastic gradient descent
(2)
ensemble learning
(1)
distributed learning
(1)
feature correlation
(1)
sharpness-aware minimization
(1)
neural network optimization
(1)
algorithmic stability
(1)
generalization bound
(1)
weight averaging
(1)
credit assignment
(1)
tabular datum
(1)
flat minima
(1)
semantic mask
(1)
communication topology
(1)
value decomposition
(1)
spectral gap
(1)
gradient smoothing
(1)
regularization effect
(1)
Papers
DICE: Data Influence Cascade in Decentralized Learning
ICLR 2025
SemanticMask: A Contrastive View Design for Anomaly Detection in Tabular Data
IJCAI 2024
Lookaround Optimizer: $k$ steps around, 1 step average
NIPS 2023
Contrastive Identity-Aware Learning for Multi-Agent Value Decomposition
AAAI 2023
Decentralized SGD and Average-direction SAM are Asymptotically Equivalent
ICML 2023
Topology-aware Generalization of Decentralized SGD
ICML 2022