Fu, Luoyi

14 publications

ICLR 2026 <SO$G_k$>: One LLM Token for Explicit Graph Structural Understanding Jingyao Wu, Bin Lu, Zijun Di, Xiaoying Gan, Meng Jin, Luoyi Fu, Xinbing Wang, Chenghu Zhou

ICLR 2026 Flow of Spans: Generalizing Language Models to Dynamic Span-Vocabulary via GFlowNets Bo Xue, Yunchong Song, Fanghao Shao, Xuekai Zhu, Lin Chen, Luoyi Fu, Xinbing Wang, Zhouhan Lin

ICLR 2026 Inductive Reasoning for Temporal Knowledge Graphs with Emerging Entities Ze Zhao, He Yuhui, Lyuwen Wu, Gu Tang, Bin Lu, Xiaoying Gan, Luoyi Fu, Xinbing Wang, Chenghu Zhou

ICLR 2026 Structured In-Context Environment Scaling for Large Language Model Reasoning Peng Yu, Zeyuan Zhao, Shao Zhang, Luoyi Fu, Xinbing Wang, Ying Wen

ICML 2025 Controlling Underestimation Bias in Constrained Reinforcement Learning for Safe Exploration Shiqing Gao, Jiaxin Ding, Luoyi Fu, Xinbing Wang

ICML 2025 Extreme Value Policy Optimization for Safe Reinforcement Learning Shiqing Gao, Yihang Zhou, Shuai Shao, Haoyu Luo, Yiheng Bing, Jiaxin Ding, Luoyi Fu, Xinbing Wang

ECML-PKDD 2025 Leveraging Homophily Under Local Differential Privacy for Effective Graph Neural Networks Yule Xie, Jiaxin Ding, Pengyu Xue, Xin Ding, Haochen Han, Luoyi Fu, Xinbing Wang

IJCAI 2024 Exterior Penalty Policy Optimization with Penalty Metric Network Under Constraints Shiqing Gao, Jiaxin Ding, Luoyi Fu, Xinbing Wang, Chenghu Zhou

ICML 2024 OxyGenerator: Reconstructing Global Ocean Deoxygenation over a Century with Deep Learning Bin Lu, Ze Zhao, Luyu Han, Xiaoying Gan, Yuntao Zhou, Lei Zhou, Luoyi Fu, Xinbing Wang, Chenghu Zhou, Jing Zhang

IJCAI 2023 Self-Supervised Graph Disentangled Networks for Review-Based Recommendation Yuyang Ren, Haonan Zhang, Qi Li, Luoyi Fu, Xinbing Wang, Chenghu Zhou

AAAI 2023 Temporal Knowledge Graph Reasoning with Historical Contrastive Learning Yi Xu, Junjie Ou, Hui Xu, Luoyi Fu

AAAI 2019 APRP: An Anonymous Propagation Method in Bitcoin Network Yuhang Yao, Xiao Zeng, Tianyue Cao, Luoyi Fu, Xinbing Wang

AAAI 2018 Dynamic Detection of Communities and Their Evolutions in Temporal Social Networks Yaowei Huang, Jinghuan Shang, Bill Y. Lin, Luoyi Fu, Xinbing Wang

AAAI 2016 DRIMUX: Dynamic Rumor Influence Minimization with User Experience in Social Networks Biao Wang, Ge Chen, Luoyi Fu, Li Song, Xinbing Wang, Xue Liu