Mingchen Zhuge
14 papers · 2021–2026 · 8 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (26) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird
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Keyword Champion
(2)
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Mega-Team · Squad
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Renaissance Researcher
(5)
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Prolific Year · Productive
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Century Club · Bronze
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Keyword Collector
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Top co-authors
Research topics
Artificial Intelligence
(12)
Core AI
(12)
Computer Vision
(5)
Deep Learning
(4)
Machine Learning
(3)
Learning Types · Deep Learning
(3)
Processing
(3)
Computer Science
(2)
Natural Language Processing
(2)
Applications
(2)
Generation · Computer Vision
(2)
Generation · Natural Language Processing
(2)
Learning Types · Machine Learning
(2)
Models
(2)
Reinforcement Learning
(1)
Keywords
video understanding
(4)
large language model
(4)
code generation
(3)
multimodal learning
(2)
video analysis
(2)
agent system
(2)
agents
(2)
software engineering
(2)
hierarchical learning
(1)
image captioning
(1)
scene understanding
(1)
benchmark evaluation
(1)
text generation
(1)
image editing
(1)
action recognition
(1)
graph
(1)
optimization
(1)
chain-of-thought reasoning
(1)
text-to-image generation
(1)
self-supervised learning
(1)
Papers
Mixture of States: Routing Token-Level Dynamics for Multimodal Generation
CVPR 2026
VideoAuto-R1: Video Auto Reasoning via Thinking Once, Answering Twice
CVPR 2026
AFlow: Automating Agentic Workflow Generation
ICLR 2025
Agent-as-a-Judge: Evaluate Agents with Agents
ICML 2025
Beyond Outlining: Heterogeneous Recursive Planning for Adaptive Long-form Writing with Language Models
EMNLP 2025
Data Interpreter: An LLM Agent for Data Science
ACL 2025
OpenHands: An Open Platform for AI Software Developers as Generalist Agents
ICLR 2025
Goldfish: Vision-Language Understanding of Arbitrarily Long Videos
ECCV 2024
GPTSwarm: Language Agents as Optimizable Graphs
ICML 2024
MetaGPT: Meta Programming for A Multi-Agent Collaborative Framework
ICLR 2024
Learning to Identify Critical States for Reinforcement Learning from Videos
ICCV 2023
NewsNet: A Novel Dataset for Hierarchical Temporal Segmentation
CVPR 2023
Skating-Mixer: Long-Term Sport Audio-Visual Modeling with MLPs
AAAI 2023
Kaleido-BERT: Vision-Language Pre-Training on Fashion Domain
CVPR 2021