Muquan Li

14 papers A* 4Journal 10
YearRankTypeTitle / Venue / Authors
2026 J jnl
Fixed Anchors Are Not Enough: Dynamic Retrieval and Persistent Homology for Dataset Distillation.
CoRR
Muquan Li, Hang Gou, Yingyi Ma, Rongzheng Wang, Ke Qin, Tao He
2026 A* conf
GraphCogent: Mitigating LLMs' Working Memory Constraints via Multi-Agent Collaboration in Complex Graph Understanding.
WWW
Rongzheng Wang, Shuang Liang, Qizhi Chen, Yihong Huang, Muquan Li, Yizhuo Ma, Dongyang Zhang, Ke Qin, Man-Fai Leung
2026 A* conf
KEPo: Knowledge Evolution Poison on Graph-based Retrieval-Augmented Generation.
WWW
Qizhi Chen, Chao Qi, Yihong Huang, Muquan Li, Rongzheng Wang, Dongyang Zhang, Ke Qin, Shuang Liang
2026 J jnl
KEPo: Knowledge Evolution Poison on Graph-based Retrieval-Augmented Generation.
CoRR
Qizhi Chen, Chao Qi, Yihong Huang, Muquan Li, Rongzheng Wang, Dongyang Zhang, Ke Qin, Shuang Liang
2026 J jnl
Mitigating KG Quality Issues: A Robust Multi-Hop GraphRAG Retrieval Framework.
CoRR
Yizhuo Ma, Shuang Liang, Rongzheng Wang, Jiakai Li, Qizhi Chen, Muquan Li, Ke Qin
2026 J jnl
Rethinking LLM-Driven Heuristic Design: Generating Efficient and Specialized Solvers via Dynamics-Aware Optimization.
CoRR
Rongzheng Wang, Yihong Huang, Muquan Li, Jiakai Li, Di Liang, Bob Simons, Pei Ke, Shuang Liang, Ke Qin
2026 J jnl
STPE-map: Multimodal alignment and spatio-temporal priors for online HD map construction.
Knowl. Based Syst.
Keke Tian, Muquan Li, Jing Zhang, Ke Qin
2025 A* conf
Adaptive Dataset Quantization.
AAAI
Muquan Li, Dongyang Zhang, Qiang Dong, Xiurui Xie, Ke Qin
2025 J jnl
Beyond Random: Automatic Inner-loop Optimization in Dataset Distillation.
CoRR
Muquan Li, Hang Gou, Dongyang Zhang, Shuang Liang, Xiurui Xie, Deqiang Ouyang, Ke Qin
2025 J jnl
GraphCogent: Overcoming LLMs' Working Memory Constraints via Multi-Agent Collaboration in Complex Graph Understanding.
CoRR
Rongzheng Wang, Qizhi Chen, Yihong Huang, Yizhuo Ma, Muquan Li, Jiakai Li, Ke Qin, Guangchun Luo, Shuang Liang
2024 J jnl
Adaptive Dataset Quantization.
CoRR
Muquan Li, Dongyang Zhang, Qiang Dong, Xiurui Xie, Ke Qin
2024 J jnl
Deep Learning-based Emotion Recognition Algorithms in Music Performance.
Scalable Comput. Pract. Exp.
Yan Zhang, Muquan Li, Shuang Pan
2024 A* conf
Towards Effective Data-Free Knowledge Distillation via Diverse Diffusion Augmentation.
ACM Multimedia
Muquan Li, Dongyang Zhang, Tao He, Xiurui Xie, Yuan-Fang Li, Ke Qin
2024 J jnl
Towards Effective Data-Free Knowledge Distillation via Diverse Diffusion Augmentation.
CoRR
Muquan Li, Dongyang Zhang, Tao He, Xiurui Xie, Yuan-Fang Li, Ke Qin