Yimeng Ren

According to our database, Yimeng Ren authored at least 13 papers between 2022 and 2026.

Collaborative distances:

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

2026

Addressing graph heterogeneity and heterophily from a spectral perspective.

Kangkang Lu, Yanhua Yu, Ruopei Guo, Nan Cheng, Zhiyong Huang, Yunshan Ma, Meiyu Liang, Yuling Wang, Xiting Qin, Yimeng Ren, Tat-Seng Chua

Neurocomputing, 2026

From Chaos to Cure: A Prefix Heuristics Guided Model-Agnostic Adaptive Detoxification Framework.

Yuhu Shang, Xiang Cheng, Yimeng Ren, Huijia Wu, Xuexiong Luo, Kangkang Lu, Jian Zhao, Zhaofeng He

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

DeepMolTex: Deep Alignment of Molecular Graphs with Large Language Models via Mixture of Modality Experts.

Mingliang Yan, Yanhua Yu, Ruochi Zhang, Zhiyuan Liu, Ruicheng Zhang, Yimeng Ren, Kangkang Lu, Zhiyong Huang, Feng Luo, Zhen Cai

Proceedings of the 33rd ACM International Conference on Multimedia, 2025

R2DQG: A Quality Meets Diversity Framework for Question Generation over Knowledge Bases.

Yimeng Ren, Yanhua Yu, Lizi Liao, Yuhu Shang, Kangkang Lu, Mingliang Yan

Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence, 2025

2024

Addressing Heterogeneity and Heterophily in Graphs: A Heterogeneous Heterophilic Spectral Graph Neural Network.

Kangkang Lu, Yanhua Yu, Zhiyong Huang, Jia Li, Yuling Wang, Meiyu Liang, Xiting Qin, Yimeng Ren, Tat-Seng Chua, Xidian Wang

CoRR, 2024

Adversary and Attention Guided Knowledge Graph Reasoning Based on Reinforcement Learning.

Yanhua Yu, Xiuxiu Cai, Ang Ma, Yimeng Ren, Shuai Zhen, Jie Li, Kangkang Lu, Zhiyong Huang, Tat-Seng Chua

Proceedings of the Knowledge Science, Engineering and Management, 2024

2023

Fragmented Knowledge Clustering method based on SOM.

Kun Liang, Junwu Zhai, Yimeng Ren, Yiying Zhang, Yuan Wang

Int. J. Syst. Assur. Eng. Manag., February, 2023

MulOER-SAN: 2-layer multi-objective framework for exercise recommendation with self-attention networks.

Yimeng Ren, Kun Liang, Yuhu Shang, Yiying Zhang

Knowl. Based Syst., 2023

Dynamic multi-objective sequence-wise recommendation framework via deep reinforcement learning.

Xiankun Zhang, Yuhu Shang, Yimeng Ren, Kun Liang

Complex Intell. Syst., 2023

Fully adaptive recommendation paradigm: top-enhanced recommender distillation for intelligent education systems.

Yimeng Ren, Kun Liang, Yuhu Shang, Xiankun Zhang

Complex Intell. Syst., 2023

Reinforcement Learning Guided Multi-Objective Exam Paper Generation.

Yuhu Shang, Xuexiong Luo, Lihong Wang, Hao Peng, Xiankun Zhang, Yimeng Ren, Kun Liang

Proceedings of the 2023 SIAM International Conference on Data Mining, 2023

A Perspective Survey on Industrial Knowledge Graphs: Recent Advances, Open Challenges, and Future Directions.

Yuhu Shang, Yimeng Ren, Hao Peng, Yue Wang, Gang Wang, Zhong Cheng Li, Yangzhao Yang, Yangyang Li

Proceedings of the International Conference on Machine Learning and Cybernetics, 2023

2022

O³GPT: A Guidance-Oriented Periodic Testing Framework with Online Learning, Online Testing, and Online Feedback.

Yimeng Ren, Yuhu Shang, Kun Liang, Xiankun Zhang, Yiying Zhang

Proceedings of the Neural Information Processing - 29th International Conference, 2022