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Hi! I am Shumin Deng. I have been working as a ZJU100 Young Professor at Colledge of Artificial Intelligence, Zhejiang University at present. Before then, I have worked as a Research Fellow in Department of Computer Science, School of Computing (SoC), National University of Singapore, advised by Bryan Hooi. I have obtained my Ph.D. degree at School of Computer Science and Technology, Zhejiang University, with the supervision of Prof. Huajun Chen. I have obtained my bachelor degree from College of Software Engineering, Xidian University.

Research Interests:
Natural Language Processing, LLM-Based Reasoning and Planning, LLM-Based Agents, Embodied AI, Human-AI Interaction, Model Steering, Structured Prediction, Information Extraction, Neuro-Symbolic Reasoning, Knowledge Graph.