Muquan Li

According to our database, Muquan Li authored at least 14 papers between 2024 and 2026.

Collaborative distances:

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

2026

Efficient Industrial Dataset Distillation With Textual Trajectory Matching.

Muquan Li, Qian Dong, Dongyang Zhang, Ke Qin, Guangchun Luo

IEEE Trans. Ind. Informatics, June, 2026

Mind Your Margin and Boundary: Are Your Distilled Datasets Truly Robust?

Muquan Li, Yingyi Ma, Yihong Huang, Hang Gou, Ke Qin, Ming Li, Yuan-Fang Li, Tao He

CoRR, May, 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

Fixed Anchors Are Not Enough: Dynamic Retrieval and Persistent Homology for Dataset Distillation.

Muquan Li, Hang Gou, Yingyi Ma, Rongzheng Wang, Ke Qin, Tao He

CoRR, February, 2026

Rethinking LLM-Driven Heuristic Design: Generating Efficient and Specialized Solvers via Dynamics-Aware Optimization.

Rongzheng Wang, Yihong Huang, Muquan Li, Jiakai Li, Di Liang, Bob Simons, Pei Ke, Shuang Liang, Ke Qin

CoRR, January, 2026

STPE-map: Multimodal alignment and spatio-temporal priors for online HD map construction.

Keke Tian, Muquan Li, Jing Zhang, Ke Qin

Knowl. Based Syst., 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

KEPo: Knowledge Evolution Poison on Graph-based Retrieval-Augmented Generation.

Qizhi Chen, Chao Qi, Yihong Huang, Muquan Li, Rongzheng Wang, Dongyang Zhang, Ke Qin, Shuang Liang

Proceedings of the ACM Web Conference 2026, 2026

DG-MapNet: Dual-Guided Query Initialization for Structure-Aware Vectorized HD Map Construction.

Keke Tian, Jing Zhang, Ke Qin, Jianlin Liu, Haoyang Yu, Rongzheng Wang, Muquan Li

Proceedings of the 2026 9th International Conference on Software Engineering and Information Management, 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

Beyond Random: Automatic Inner-loop Optimization in Dataset Distillation.

Muquan Li, Hang Gou, Dongyang Zhang, Shuang Liang, Xiurui Xie, Deqiang Ouyang, Ke Qin

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

Adaptive Dataset Quantization.

Muquan Li, Dongyang Zhang, Qiang Dong, Xiurui Xie, Ke Qin

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

Deep Learning-based Emotion Recognition Algorithms in Music Performance.

Yan Zhang, Muquan Li, Shuang Pan

Scalable Comput. Pract. Exp., 2024

Towards Effective Data-Free Knowledge Distillation via Diverse Diffusion Augmentation.

Muquan Li, Dongyang Zhang, Tao He, Xiurui Xie, Yuan-Fang Li, Ke Qin

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024