| 2026 | ISKE | Re-KGR: Mitigating Factual Hallucinations via Hybrid Graph Reasoning and Semantic Refinement. | Yuxuan Li, Xinzhi Wang, Ruishen Liu, Mingxuan Wang, Xiangfeng Luo |
| 2026 | ISKE | SPARQ: Graph-Structured Queries Drive GNN Retrieval for Knowledge Graph Question Answering. | Mingxuan Wang, Xinzhi Wang, Ruishen Liu, Yuxuan Li, Xiangfeng Luo |
| 2026 | KSEM | Enhancing Grounded Multimodal Named Entity Recognition with Dual-Level Representation Alignment. | Xinzhi Wang, Mingxuan Wang, Ruishen Liu, Xiangfeng Luo |
| 2025 | CSCWD | STSR-Nav: Spatial-Temporal Scene Representation for Navigation Policy Learning Based on UAV-UGV Collaborative Perception. | Jie Liu, Shaorong Xie, Xiangfeng Luo, Xinzhi Wang, Zhenyu Zhang, Tao Wang |
| 2025 | EMNLP | ACEBench: A Comprehensive Evaluation of LLM Tool Usage. | Chen Chen, Xinlong Hao, Weiwen Liu, Xu Huang, Xingshan Zeng, Shuai Yu, Dexun Li, Yuefeng Huang, Xiangcheng Liu, Xinzhi Wang, Wu Liu |
| 2025 | ICLR | ToolACE: Winning the Points of LLM Function Calling. | Weiwen Liu, Xu Huang, Xingshan Zeng, Xinlong Hao, Shuai Yu, Dexun Li, Shuai Wang, Weinan Gan, Zhengying Liu, Yuanqing Yu, Zezhong Wang, Yuxian Wang, Wu Ning, Yutai Hou, Bin Wang, Chuhan Wu, Xinzhi Wang, Yong Liu, Yasheng Wang, Duyu Tang, Dandan Tu, Lifeng Shang, Xin Jiang, Ruiming Tang, Defu Lian, Qun Liu, Enhong Chen |
| 2025 | IJCNN | ESSI-KG: Enhancing Structural Semantic Integration in KG-to-Text Pretraining Models. | Xin Tie, Ruishen Liu, Xiangfeng Luo, Shaorong Xie, Xinzhi Wang |
| 2025 | SEKE | Substructure Mining Based on Fact Reflection. | Xinzhi Wang, Zhennan Li, Yiming Zhang, Jiayan Qian, Yinghua Ma |
| 2024 | ICDM | Early Fire Detection Based on Local Morphological Knowledge Matching. | Xinzhi Wang, Mengyue Li, Nengjun Zhu, Jiayan Qian, Zhanyi Zheng |
| 2024 | IJCNN | Homophilic and Heterophilic-Aware Sparse Graph Transformer for Financial Fraud Detection. | Xin Wang, Xiangfeng Luo, Xinzhi Wang, Hang Yu |
| 2024 | KSEM | Optimize Rule Mining Based on Constraint Learning in Knowledge Graph. | Kaiyue Cai, Xinzhi Wang, Xiangfeng Luo |
| 2023 | DSAA | Entity Recognition Based on Heterogeneous Graph Reasoning of Visual Region and Text Candidate. | Xinzhi Wang, Nengjun Zhu, Jiahao Li, Yudong Chang, Zhennan Li |
| 2023 | IJCNN | Multimodal Cross-Attention Bayesian Network for Social News Emotion Recognition. | Xinzhi Wang, Mengyue Li, Yudong Chang, Xiangfeng Luo, Yige Yao, Zhichao Li |
| 2023 | SEKE | Short Review of Intention Mining in Social Crisis Management through Automatic Technologies. | Xinzhi Wang, Mengyue Li, Yige Yao, Zhennan Li, Yi Liu, Hui Zhang |
| 2023 | SEKE | DDCL: A Dual Decision-making Continuous Reinforcement Learning Method Based on Sim2Real. | Wenwen Xiao, Xinzhi Wang, Xiangfeng Luo, Shaorong Xie |
| 2022 | ICTAI | Fully Parameterized Dueling Mixing Distributional Q-Leaning for Multi-Agent Cooperation. | Qianhui Wang, Xinzhi Wang, Mingke Gao, Xiangfeng Luo, Yang Li, Han Zhang |
| 2022 | KSEM | Incorporating Explanations to Balance the Exploration and Exploitation of Deep Reinforcement Learning. | Xinzhi Wang, Yang Liu, Yudong Chang, Chao Jiang, Qingjie Zhang |
| 2022 | KSEM | Towards Explainable Reinforcement Learning Using Scoring Mechanism Augmented Agents. | Yang Liu, Xinzhi Wang, Yudong Chang, Chao Jiang |
| 2020 | ICTAI | Cooperative Multi-Agent Reinforcement Learning with Hierarchical Relation Graph under Partial Observability. | Yang Li, Xinzhi Wang, Jianshu Wang, Wei Wang, Xiangfeng Luo, Shaorong Xie |
| 2020 | ICTAI | Open-World Relationship Prediction. | Jingchao Wang, Xinzhi Wang, Xiangfeng Luo, Wei Qin |
| 2020 | ICTAI | SEM: Adaptive Staged Experience Access Mechanism for Reinforcement Learning. | Jianshu Wang, Xinzhi Wang, Xiangfeng Luo, Zhenyu Zhang, Wei Wang, Yang Li |
| 2020 | PAKDD | Inter-sentence and Implicit Causality Extraction from Chinese Corpus. | Xianxian Jin, Xinzhi Wang, Xiangfeng Luo, Subin Huang, Shengwei Gu |
| 2019 | RO-MAN | Verbal Explanations for Deep Reinforcement Learning Neural Networks with Attention on Extracted Features. | Xinzhi Wang, Shengcheng Yuan, Hui Zhang, Michael Lewis, Katia P. Sycara |
| 2017 | SEKE | An Ontology-based Approach to Semantic Health Resource Knowledge Base Development for Crisis Preparation Decision Support System. | Min Zhu, Jia Qu, Ruxue Chen, Xinzhi Wang, Quanyi Huang, Shaobo Zhong |
| 2016 | SEKE | Sentiment Analysis of Name Entity for Text. | Xinzhi Wang, Hui Zhang, Jiayue Wang, Yang Zhou |