Yunhao Fang 方云浩
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Master candidate, |
I am looking for a Ph.D. position in fall 2024 and research internship. Please feel free to contact me!
I am currently working on large language model and vision language model for decision making. Email me if you are interested in collaboration!
About me
I am a Master candidate in the Department of Computer Science and Engineering at the University of California San Diego, and I am fortunate to be advised by Prof. Hao Su.
Prior to starting as a Master student, I received my B.Eng. in Electronic Engineering from Zhejiang University. I have also spent time at Shanghai AI Laboratory, as the maintainer of the opensource codebase mmtracking.
My long-term research goal is to build an AGI framework with generalizable perception and beyond-human level decision making capabilities. Specifically, I am interested in Natural Language Processing, Concept Emergence and Reasoning, and Robotics / Embodied AI.
Research interests
My research interests include
Perception
Senergy of Vision Language Models
Generalizable Representation for 2D and 3D
Reasoning and Common Sense
Emerged Concepts and Common Sense from Data
Reasoning over Common Sense and Formal Systems
Embodied AI
Compositional Low-level Skills
General Sequence Modeling
Artificial General Intelligence
General Decision Making
Creative Agents
Publications & Preprints
Papers sorted by years. Representative papers are highlighted.
2023
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Unleashing the Creative Mind: Language Model as Hierarchical Policy For Improved Exploration on Challenging Problem Solving |
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Deductive Verification of Chain-of-Thought Reasoning |
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Distilling Large Vision-Language Model with Out-of-Distribution Generalizability |
Awards
China National Scholarship, 2022