Shaokang Dong
7 papers · 2019–2026 · 4 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (27) π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π₯ Mega-Team Β· Squad
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Renaissance Researcher
(5)
Top co-authors
Research topics
Artificial Intelligence
(6)
Machine Learning
(5)
Core AI
(5)
Reinforcement Learning
(3)
Learning Types
(3)
Optimization & Theory
(3)
Methods
(2)
Deep Learning
(1)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Robotics
(1)
Application Areas
(1)
Applications
(1)
Capabilities
(1)
Core Methods
(1)
Keywords
federated learning
(1)
few-shot learning
(1)
transfer learning
(1)
domain adaptation
(1)
game theory
(1)
convergence analysis
(1)
model adaptation
(1)
causal structure learning
(1)
mutual information
(1)
model-based reinforcement learning
(1)
action similarity
(1)
redundancy reduction
(1)
optimal value
(1)
sparse optimization
(1)
regret bound
(1)
cross-modal alignment
(1)
parameter-efficient fine-tuning
(1)
low-rank adaptation
(1)
mixed-motive game
(1)
model compression
(1)
Papers
What Makes a Good Speech Tokenizer for LLM-Centric Speech Generation? A Systematic Study
AAAI 2026
Beyond Mandatory Federations: Balancing Egoism, Utilitarianism and Egalitarianism in Mixed-Motive Games
AAAI 2025
TASO: Task-Aligned Sparse Optimization for Parameter-Efficient Model Adaptation
EMNLP 2025
Towards Empowerment Gain through Causal Structure Learning in Model-Based Reinforcement Learning
ICLR 2025
Optimistic Value Instructors for Cooperative Multi-Agent Reinforcement Learning
AAAI 2024
Consistent MetaReg: Alleviating Intra-task Discrepancy for Better Meta-knowledge
IJCAI 2020
Measuring Structural Similarities in Finite MDPs
IJCAI 2019