Rongzheng Wang

According to our database, Rongzheng Wang authored at least 16 papers between 2022 and 2026.

Collaborative distances:

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

2026

PKFAR: psychiatry knowledge-fused augmented reasoning with large language models.

Rongzheng Wang, Cheng Yu, Qian Dong, Jianqing Qiu, Tao Wen, Wei Zhang, Ke Qin

Health Inf. Sci. Syst., December, 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

When Safety Becomes a Vulnerability: Exploiting LLM Alignment Homogeneity for Transferable Blocking in RAG.

Junchen Li, Chao Qi, Rongzheng Wang, Qizhi Chen, Liang Xu, Di Liang, Bob Simons, Shuang Liang

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

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

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

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

NeuroPath: Neurobiology-Inspired Path Tracking and Reflection for Semantically Coherent Retrieval.

Junchen Li, Rongzheng Wang, Yihong Huang, Qizhi Chen, Jiasheng Zhang, Shuang Liang

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

GraphTool-Instruction: Revolutionizing Graph Reasoning in LLMs through Decomposed Subtask Instruction.

Rongzheng Wang, Shuang Liang, Qizhi Chen, Jiasheng Zhang, Ke Qin

Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, V.1, 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

Towards automatically generating meal plan based on genetic algorithm.

Nan Jia, Jie Chen, Rongzheng Wang, Mingliang Li

Soft Comput., May, 2024

2022

An attention-based convolutional neural network for recipe recommendation.

Nan Jia, Jie Chen, Rongzheng Wang

Expert Syst. Appl., 2022