Shiyuan Luo

According to our database, Shiyuan Luo authored at least 9 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Detecting Emotional Dynamic Trajectories: An Evaluation Framework for Emotional Support in Language Models.

Zhouxing Tan, Ruochong Xiong, Yulong Wan, Jinlong Ma, Hanlin Xue, Qichun Deng, Haifeng Jing, Zhengtong Zhang, Depei Liu, Shiyuan Luo, Junfei Liu

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

GREAT: Generalizable Representation Enhancement via Auxiliary Transformations for Zero-Shot Environmental Prediction.

Shiyuan Luo, Chonghao Qiu, Runlong Yu, Yiqun Xie, Xiaowei Jia

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

RAG for Geoscience: What We Expect, Gaps and Opportunities.

Runlong Yu, Shiyuan Luo, Rahul Ghosh, Lingyao Li, Yiqun Xie, Xiaowei Jia

CoRR, August, 2025

Transferable Adversarial Attacks via Diffusion-Based Keyword Embedding and Latent Optimization.

Shiyuan Luo, Chuanqi Tao

Proceedings of the Advanced Intelligent Computing Technology and Applications, 2025

Learning to Retrieve for Environmental Knowledge Discovery: An Augmentation-Adaptive Self-Supervised Learning Framework.

Shiyuan Luo, Runlong Yu, Chonghao Qiu, Rahul Ghosh, Robert Ladwig, Paul C. Hanson, Yiqun Xie, Xiaowei Jia

Proceedings of the IEEE International Conference on Data Mining, 2025

Geo-Aware Models for Stream Temperature Prediction across Different Spatial Regions and Scales.

Shiyuan Luo, Runlong Yu, Shengyu Chen, Yingda Fan, Yiqun Xie, Yanhua Li, Xiaowei Jia

Proceedings of the 33rd ACM International Conference on Advances in Geographic Information Systems, 2025

Knowledge Guided Encoder-Decoder Framework: Integrating Multiple Physical Models for Agricultural Ecosystem Modeling.

Qi Cheng, Licheng Liu, Yao Zhang, Mu Hong, Shiyuan Luo, Zhenong Jin, Yiqun Xie, Xiaowei Jia

Proceedings of the IEEE International Conference on Big Data, 2025

2024

LITE: Modeling Environmental Ecosystems with Multimodal Large Language Models.

Haoran Li, Junqi Liu, Zexian Wang, Shiyuan Luo, Xiaowei Jia, Huaxiu Yao

CoRR, 2024

2023

FREE: The Foundational Semantic Recognition for Modeling Environmental Ecosystems.

Shiyuan Luo, Juntong Ni, Shengyu Chen, Runlong Yu, Yiqun Xie, Licheng Liu, Zhenong Jin, Huaxiu Yao, Xiaowei Jia

CoRR, 2023