Mingchuan Zhang
4 papers · 2021–2026 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(20)
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Research topics
Keywords
reinforcement learning
(1)
online learning
(1)
image retrieval
(1)
data augmentation
(1)
multimodal learning
(1)
trajectory prediction
(1)
decentralized optimization
(1)
submodular maximization
(1)
collision avoidance
(1)
knowledge graph
(1)
regret bound
(1)
vision-language model
(1)
autonomous vehicle
(1)
embodied agent
(1)
safety evaluation
(1)
safety benchmark
(1)
frank-wolfe method
(1)
frank-wolfe algorithm
(1)
relation classification
(1)
decentralized online learning
(1)
Papers
Adversarial Generation and Collaborative Evolution of Safety-Critical Scenarios for Autonomous Vehicles
AAAI 2026
AGENTSAFE: Benchmarking the Safety of Embodied Agents on Hazardous Instructions
CVPR 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