Yizhuo Ma

According to our database, Yizhuo Ma authored at least 12 papers between 2024 and 2026.

Collaborative distances:

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

2026

Mitigating KG Quality Issues: A Robust Multi-Hop GraphRAG Retrieval Framework.

Yizhuo Ma, Shuang Liang, Rongzheng Wang, Jiakai Li, Qizhi Chen, Muquan Li, Ke Qin

CoRR, March, 2026

TopoLLM: LLM-driven adaptive tool learning for real-time emergency network topology planning.

Yizhuo Ma, Rongzheng Wang, Shuang Liang, Guangchun Luo, Ke Qin

Digit. Commun. Networks, 2026

GraphCogent: Mitigating LLMs' Working Memory Constraints via Multi-Agent Collaboration in Complex Graph Understanding.

Rongzheng Wang, Shuang Liang, Qizhi Chen, Yihong Huang, Muquan Li, Yizhuo Ma, Dongyang Zhang, Ke Qin, Man-Fai Leung

Proceedings of the ACM Web Conference 2026, 2026

2025

GraphCogent: Overcoming LLMs' Working Memory Constraints via Multi-Agent Collaboration in Complex Graph Understanding.

Rongzheng Wang, Qizhi Chen, Yihong Huang, Yizhuo Ma, Muquan Li, Jiakai Li, Ke Qin, Guangchun Luo, Shuang Liang

CoRR, August, 2025

DSAS: A Universal Plug-and-Play Framework for Attention Optimization in Multi-Document Question Answering.

Jiakai Li, Rongzheng Wang, Yizhuo Ma, Shuang Liang, Guangchun Luo, Ke Qin

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

Rethinking Graph Reasoning: Equip Large Language Models with Topology-Enhanced Prompt.

Yizhuo Ma, Rongzheng Wang, Qizhi Chen, Jiakai Li, Shuang Liang, Ke Qin

Proceedings of the IEEE International Conference on Big Data, 2025

2024

Leader-following mean square consensus of stochastic switched multi-agent systems with event-triggered control.

Yizhuo Ma, Xiaoxiao Dong

Int. J. Syst. Sci., July, 2024

EmoAttack: Emotion-to-Image Diffusion Models for Emotional Backdoor Generation.

Tianyu Wei, Shanmin Pang, Qi Guo, Yizhuo Ma, Qing Guo

CoRR, 2024

REXIO: Indexing for Low Write Amplification by Reducing Extra I/Os in Key-Value Store Under Mixed Read/Write Workloads.

Zizhao Wang, Qiang Qu, Nan Han, Zhelang Deng, Yizhuo Ma, Xiaowen Huang, Jintao Meng

Proceedings of the Web Information Systems Engineering - WISE 2024, 2024

ColJailBreak: Collaborative Generation and Editing for Jailbreaking Text-to-Image Deep Generation.

Yizhuo Ma, Shanmin Pang, Qi Guo, Tianyu Wei, Qing Guo

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

Beta-LR: Interpretable Logical Reasoning based on Beta Distribution.

Yizhuo Ma, Ke Qin, Shuang Liang

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2024, 2024

Analysis of LFOs and Resonance in VSG-Controlled PMSG-Based Wind-Driven System.

Yizhuo Ma, Jin Xu, Chenxiang Gao, Guojie Li

Proceedings of the IEEE Sustainable Power and Energy Conference, 2024