Rongzheng Wang

16 papers A* 2B 1Journal 12Unranked 1
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
TopoLLM: LLM-driven adaptive tool learning for real-time emergency network topology planning.
Digit. Commun. Networks
Yizhuo Ma, Rongzheng Wang, Shuang Liang, Guangchun Luo, Ke Qin
2026 J jnl
When Safety Becomes a Vulnerability: Exploiting LLM Alignment Homogeneity for Transferable Blocking in RAG.
CoRR
Junchen Li, Chao Qi, Rongzheng Wang, Qizhi Chen, Liang Xu, Di Liang, Bob Simons, Shuang Liang
2025 J jnl
DSAS: A Universal Plug-and-Play Framework for Attention Optimization in Multi-Document Question Answering.
CoRR
Jiakai Li, Rongzheng Wang, Yizhuo Ma, Shuang Liang, Guangchun Luo, 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
2025 — conf
GraphTool-Instruction: Revolutionizing Graph Reasoning in LLMs through Decomposed Subtask Instruction.
KDD (1)
Rongzheng Wang, Shuang Liang, Qizhi Chen, Jiasheng Zhang, Ke Qin
2025 J jnl
NeuroPath: Neurobiology-Inspired Path Tracking and Reflection for Semantically Coherent Retrieval.
CoRR
Junchen Li, Rongzheng Wang, Yihong Huang, Qizhi Chen, Jiasheng Zhang, Shuang Liang
2025 B conf
Rethinking Graph Reasoning: Equip Large Language Models with Topology-Enhanced Prompt.
IEEE Big Data
Yizhuo Ma, Rongzheng Wang, Qizhi Chen, Jiakai Li, Shuang Liang, Ke Qin
2024 J jnl
GraphTool-Instruction: Revolutionizing Graph Reasoning in LLMs through Decomposed Subtask Instruction.
CoRR
Rongzheng Wang, Shuang Liang, Qizhi Chen, Jiasheng Zhang, Ke Qin
2024 J jnl
Towards automatically generating meal plan based on genetic algorithm.
Soft Comput.
Nan Jia, Jie Chen, Rongzheng Wang, Mingliang Li
2022 J jnl
An attention-based convolutional neural network for recipe recommendation.
Expert Syst. Appl.
Nan Jia, Jie Chen, Rongzheng Wang