Chung-Yiu Yau
5 papers · 2022–2025 · 2 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(14)
Venues
Top co-authors
Research topics
Machine Learning
(4)
Optimization & Theory · Machine Learning
(3)
Artificial Intelligence
(2)
Deep Learning
(2)
Mathematics & Optimization
(2)
Core AI
(2)
Optimization
(2)
Natural Language Processing
(1)
Application Areas
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Optimization & Theory · Deep Learning
(1)
Resources & Methods
(1)
Keywords
multi-agent system
(2)
performative prediction
(2)
stochastic gradient descent
(2)
decentralized optimization
(1)
distributed optimization
(1)
multi-agent learning
(1)
linear regression
(1)
equilibrium analysis
(1)
stationary point
(1)
prediction error
(1)
overparameterized model
(1)
quantization error
(1)
batch size
(1)
multiplex network
(1)
negative sampling
(1)
activation outlier
(1)
softmax distribution
(1)
neural network
(1)
greedy deployment
(1)
dimension independent
(1)
Papers
RoSTE: An Efficient Quantization-Aware Supervised Fine-Tuning Approach for Large Language Models
ICML 2025
EMC$^2$: Efficient MCMC Negative Sampling for Contrastive Learning with Global Convergence
ICML 2024
Network Effects in Performative Prediction Games
ICML 2023
Distributed Optimization for Overparameterized Problems: Achieving Optimal Dimension Independent Communication Complexity
NeurIPS 2022
Multi-agent Performative Prediction with Greedy Deployment and Consensus Seeking Agents
NeurIPS 2022