Tongtian Zhu
6 papers · 2022–2025 · 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
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🌍
Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(18)
🏆
Grand Slam
🏆
Keyword Champion
(2)
Venues
Top co-authors
Research topics
Machine Learning
(6)
Deep Learning
(4)
Optimization & Theory · Machine Learning
(4)
Learning Types · Machine Learning
(3)
Artificial Intelligence
(2)
Optimization & Theory · Deep Learning
(2)
Computer Vision
(1)
Reinforcement Learning
(1)
Analysis
(1)
Application Areas
(1)
Core AI
(1)
Core Methods
(1)
Learning Paradigms · Machine Learning
(1)
Learning Paradigms · Artificial Intelligence
(1)
Learning Types · Deep Learning
(1)
Keywords
decentralized stochastic gradient descent
(2)
contrastive learning
(2)
data augmentation
(2)
distributed learning
(2)
ensemble learning
(1)
feature correlation
(1)
sharpness-aware minimization
(1)
neural network optimization
(1)
algorithmic stability
(1)
incentive mechanism
(1)
generalization bound
(1)
weight averaging
(1)
credit assignment
(1)
tabular data
(1)
flat minima
(1)
semantic mask
(1)
communication topology
(1)
decentralized learning
(1)
value decomposition
(1)
spectral gap
(1)
Papers
DICE: Data Influence Cascade in Decentralized Learning
ICLR 2025
SemanticMask: A Contrastive View Design for Anomaly Detection in Tabular Data
IJCAI 2024
Contrastive Identity-Aware Learning for Multi-Agent Value Decomposition
AAAI 2023
Decentralized SGD and Average-direction SAM are Asymptotically Equivalent
ICML 2023
Lookaround Optimizer: k steps around, 1 step average
NeurIPS 2023
Topology-aware Generalization of Decentralized SGD
ICML 2022