Search Results for author: Shen Fan

Found 3 papers, 1 papers with code

GraphTranslator: Aligning Graph Model to Large Language Model for Open-ended Tasks

1 code implementation11 Feb 2024 Mengmei Zhang, Mingwei Sun, Peng Wang, Shen Fan, Yanhu Mo, Xiaoxiao Xu, Hong Liu, Cheng Yang, Chuan Shi

Large language models (LLMs) like ChatGPT, exhibit powerful zero-shot and instruction-following capabilities, have catalyzed a revolutionary transformation across diverse fields, especially for open-ended tasks.

Graph Question Answering Instruction Following +4

Estimating Coronal Mass Ejection Mass and Kinetic Energy by Fusion of Multiple Deep-learning Models

no code implementations4 Dec 2023 Khalid A. Alobaid, Yasser Abduallah, Jason T. L. Wang, Haimin Wang, Shen Fan, Jialiang Li, Huseyin Cavus, Vasyl Yurchyshyn

In this paper, we propose a new method, called DeepCME, to estimate two properties of CMEs, namely, CME mass and kinetic energy.

Experience Augmentation: Boosting and Accelerating Off-Policy Multi-Agent Reinforcement Learning

no code implementations19 May 2020 Zhenhui Ye, Yining Chen, Guanghua Song, Bowei Yang, Shen Fan

We demonstrate our approach by combining it with MADDPG and verifing the performance in two homogeneous and one heterogeneous environments.

Multi-agent Reinforcement Learning reinforcement-learning +1

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