Tongya Zheng
- Spatiotemporal-Augmented Graph Neural Networks for Human Mobility Simulation
2023/06/15 by Yu Wang, Wang, Yu, Tongya Zheng +11 · 5 citations
Social Sciences · Engineering · #Human Mobility and Location-Based Analysis #Urban Transport and Accessibility #Transportation and Mobility Innovations
- Odyssey: Empowering Minecraft Agents with Open-World Skills
2024/07/22 by Shunyu Liu, Y. Li, Liu, Shunyu +13 · 5 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Mobile Agent-Based Network Management #Multi-Agent Systems and Negotiation #Robotic Path Planning Algorithms
- Is Centralized Training with Decentralized Execution Framework Centralized Enough for MARL?
2023/05/27 by Yihe Zhou, Shunyu Liu, Zhou, Yihe +11 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multiagent Systems (cs.MA) #Reinforcement Learning in Robotics
- Graph-based Knowledge Distillation: A survey and experimental evaluation
2023/02/27 by Jing Liu, Tongya Zheng, Liu, Jing +5 · 1 citation
Computer Science · Neuroscience · #Advanced Graph Neural Networks #Text and Document Classification Technologies #Brain Tumor Detection and Classification
- Improving Expressivity of GNNs with Subgraph-specific Factor Embedded Normalization
2023/05/31 by Kaixuan Chen, Chen, Kaixuan, Shunyu Liu +13 · 1 citation
Computer Science · Materials Science · #Advanced Graph Neural Networks #Graph Theory and Algorithms #Machine Learning in Materials Science