Mingchuan Zhang
3 papers · 2021–2026 · 2 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (2) π Cross-Pollinator (10) π Academic Marathon (5)
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Renaissance Researcher
(5)
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Taxonomy Completionist
(18)
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Hot Topic Early Bird
Conferences
AAAI (2)
JMLR (1)
Top co-authors
Keywords
reinforcement learning
(1)
online learning
(1)
image retrieval
(1)
data augmentation
(1)
multimodal learning
(1)
trajectory prediction
(1)
multi-modal learning
(1)
decentralized optimization
(1)
submodular maximization
(1)
collision avoidance
(1)
knowledge graph
(1)
regret bound
(1)
autonomous vehicle
(1)
frank-wolfe method
(1)
frank-wolfe algorithm
(1)
relation classification
(1)
decentralized online learning
(1)
projection-free algorithm
(1)
time-varying network
(1)
entity grounding
(1)
Papers
Adversarial Generation and Collaborative Evolution of Safety-Critical Scenarios for Autonomous Vehicles
AAAI 2026
Beyond Entities: A Large-Scale Multi-Modal Knowledge Graph with Triplet Fact Grounding
AAAI 2024
Projection-free Decentralized Online Learning for Submodular Maximization over Time-Varying Networks
JMLR 2021