Fan-Yun Sun
- Holodeck: Language Guided Generation of 3D Embodied AI Environments
2023/12/14 by Yue Yang, Yang, Yue, Fan-Yun Sun +25 · 1 voice · 48 citations
Computer Science · Engineering · #Human Motion and Animation #Human Pose and Action Recognition #Multimodal Machine Learning Applications #cs.AI #cs.CL #cs.CV #cs.RO
- InfoGraph: Unsupervised and Semi-supervised Graph-Level Representation Learning via Mutual Information Maximization
2019/07/31 by Fan-Yun Sun, Sun, Fan-Yun, Jordan Hoffmann +5 · 21 citations
Computer Science · Materials Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Computational Drug Discovery Methods #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Materials Science
- Physion: Evaluating Physical Prediction from Vision in Humans and Machines
2021/06/15 by Daniel M. Bear, Elias Wang, Bear, Daniel M. +28 · 13 citations
Computer Science · #Human Pose and Action Recognition #Anomaly Detection Techniques and Applications #Advanced Neural Network Applications
- LayoutVLM: Differentiable Optimization of 3D Layout via Vision-Language Models
2024/12/03 by Fan-Yun Sun, Weiyu Liu, Sun, Fan-Yun +15 · 17 citations
Earth and Planetary Sciences · Engineering · #3D Shape Modeling and Analysis #3D Surveying and Cultural Heritage #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Manufacturing Process and Optimization
- vGraph: A Generative Model for Joint Community Detection and Node Representation Learning
2019/06/18 by Fan-Yun Sun, Sun, Fan-Yun, Meng Qu +7 · 2 citations
Physics and Astronomy · Computer Science · #Complex Network Analysis Techniques #Advanced Graph Neural Networks #Opinion Dynamics and Social Influence
- GRS: Generating Robotic Simulation Tasks from Real-World Images
2024/10/20 by Alex Zook, Zook, Alex, Fan-Yun Sun +9 · 4 citations
Computer Science · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Manufacturing Process and Optimization #Robotic Path Planning Algorithms #Robotics (cs.RO) #Robotics and Sensor-Based Localization
- ResearchCodeBench: Benchmarking LLMs on Implementing Novel Machine Learning Research Code
2025/06/02 by Tianyu Hua, Hua, Tianyu, Hua, Harper +12 · 6 citations
Health Professions · Computer Science · #Artificial Intelligence in Healthcare #Machine Learning and Data Classification #Research Data Management Practices
- A Memory-Network Based Solution for Multivariate Time-Series Forecasting
2018/09/06 by Yen‐Yu Chang, Fan-Yun Sun, Chang, Yen-Yu +5 · 1 citation
Computer Science · Decision Sciences · Engineering · #Energy Load and Power Forecasting #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Stock Market Forecasting Methods #Time Series Analysis and Forecasting