Self-Learning and Embedding Based Entity Alignment. - Saiping Guan; Xiaolong Jin 001; Yantao Jia; Yuanzhuo Wang; Huawei Shen; Xueqi Cheng (ICBK, 2017)

Shared Embedding Based Neural Networks for Knowledge Graph Completion. - Saiping Guan; Xiaolong Jin 001; Yuanzhuo Wang; Xueqi Cheng (CIKM, 2018)

Path Reasoning over Knowledge Graph: A Multi-agent and Reinforcement Learning Based Method. - Zixuan Li 001; Xiaolong Jin 001; Saiping Guan; Yuanzhuo Wang; Xueqi Cheng (ICDM Workshops, 2018)

Link Prediction on N-ary Relational Data. - Saiping Guan; Xiaolong Jin 001; Yuanzhuo Wang; Xueqi Cheng (WWW, 2019)

Self-learning and embedding based entity alignment. - Saiping Guan; Xiaolong Jin 001; Yuanzhuo Wang; Yantao Jia; Huawei Shen; Zixuan Li 001; Xueqi Cheng (Knowl. Inf. Syst., 2019)

NeuInfer: Knowledge Inference on N-ary Facts. - Saiping Guan; Xiaolong Jin 001; Jiafeng Guo; Yuanzhuo Wang; Xueqi Cheng (ACL, 2020)

Hierarchical Query Graph Generation for Complex Question Answering over Knowledge Graph. - Yunqi Qiu; Kun Zhang 041; Yuanzhuo Wang; Xiaolong Jin 001; Long Bai 002; Saiping Guan; Xueqi Cheng (CIKM, 2020)

Event Coreference Resolution with their Paraphrases and Argument-aware Embeddings. - Yutao Zeng; Xiaolong Jin 001; Saiping Guan; Jiafeng Guo; Xueqi Cheng (COLING, 2020)

Search from History and Reason for Future: Two-stage Reasoning on Temporal Knowledge Graphs. - Zixuan Li 001; Xiaolong Jin 001; Saiping Guan; Wei Li 176; Jiafeng Guo; Yuanzhuo Wang; Xueqi Cheng (ACL/IJCNLP (1), 2021)

Integrating Deep Event-Level and Script-Level Information for Script Event Prediction. - Long Bai 002; Saiping Guan; Jiafeng Guo; Zixuan Li 001; Xiaolong Jin 001; Xueqi Cheng (EMNLP (1), 2021)

Temporal Knowledge Graph Reasoning Based on Evolutional Representation Learning. - Zixuan Li 001; Xiaolong Jin 001; Wei Li 176; Saiping Guan; Jiafeng Guo; Huawei Shen; Yuanzhuo Wang; Xueqi Cheng (SIGIR, 2021)

Complex Evolutional Pattern Learning for Temporal Knowledge Graph Reasoning. - Zixuan Li 001; Saiping Guan; Xiaolong Jin 001; Weihua Peng; Yajuan Lyu; Yong Zhu 004; Long Bai 002; Wei Li 176; Jiafeng Guo; Xueqi Cheng (ACL (2), 2022)

MetaSLRCL: A Self-Adaptive Learning Rate and Curriculum Learning Based Framework for Few-Shot Text Classification. - Kailin Zhao; Xiaolong Jin 001; Saiping Guan; Jiafeng Guo; Xueqi Cheng (COLING, 2022)

HiSMatch: Historical Structure Matching based Temporal Knowledge Graph Reasoning. - Zixuan Li 001; Zhongni Hou; Saiping Guan; Xiaolong Jin 001; Weihua Peng; Long Bai 002; Yajuan Lyu; Wei Li 176; Jiafeng Guo; Xueqi Cheng (EMNLP (Findings), 2022)

DFS-NER: Description Enhanced Few-shot NER via Prompt Learning and Meta-Learning. - Huinan Huang; Yuming Feng; Xiaolong Jin 001; Saiping Guan; Jiafeng Guo (WI/IAT, 2022)

Rich Event Modeling for Script Event Prediction. - Long Bai 002; Saiping Guan; Zixuan Li 001; Jiafeng Guo; Xiaolong Jin 001; Xueqi Cheng (AAAI, 2023)

Semantic Structure Enhanced Event Causality Identification. - Zhilei Hu; Zixuan Li 001; Xiaolong Jin 001; Long Bai 002; Saiping Guan; Jiafeng Guo; Xueqi Cheng (ACL (1), 2023)

Temporal Knowledge Graph Reasoning Based on N-tuple Modeling. - Zhongni Hou; Xiaolong Jin 001; Zixuan Li 001; Long Bai 002; Saiping Guan; Yutao Zeng; Jiafeng Guo; Xueqi Cheng (EMNLP (Findings), 2023)

Few-shot Link Prediction on N-ary Facts. - Jiyao Wei; Saiping Guan; Xiaolong Jin 001; Jiafeng Guo; Xueqi Cheng (CoRR, 2023)

Nested Event Extraction upon Pivot Element Recogniton. - Weicheng Ren; Zixuan Li 001; Xiaolong Jin 001; Long Bai 002; Miao Su; Yantao Liu; Saiping Guan; Jiafeng Guo; Xueqi Cheng (CoRR, 2023)

An In-Context Schema Understanding Method for Knowledge Base Question Answering. - Yantao Liu; Zixuan Li 001; Xiaolong Jin 001; Long Bai 002; Saiping Guan; Jiafeng Guo; Xueqi Cheng (CoRR, 2023)

Link Prediction on N-ary Relational Data Based on Relatedness Evaluation. - Saiping Guan; Xiaolong Jin 001; Jiafeng Guo; Yuanzhuo Wang; Xueqi Cheng (IEEE Trans. Knowl. Data Eng., 2023)

What is Event Knowledge Graph: A Survey. - Saiping Guan; Xueqi Cheng; Long Bai 002; Fujun Zhang 002; Zixuan Li 001; Yutao Zeng; Xiaolong Jin 001; Jiafeng Guo (IEEE Trans. Knowl. Data Eng., 2023)

Look Globally and Reason: Two-stage Path Reasoning over Sparse Knowledge Graphs. - Saiping Guan; Jiyao Wei; Xiaolong Jin 001; Jiafeng Guo; Xueqi Cheng (CIKM, 2024)

Nested Event Extraction upon Pivot Element Recognition. - Weicheng Ren; Zixuan Li 001; Xiaolong Jin 001; Long Bai 002; Miao Su; Yantao Liu; Saiping Guan; Jiafeng Guo; Xueqi Cheng (LREC/COLING, 2024)

Few-shot Link Prediction on Hyper-relational Facts. - Jiyao Wei; Saiping Guan; Xiaolong Jin 001; Jiafeng Guo; Xueqi Cheng (LREC/COLING, 2024)

An In-Context Schema Understanding Method for Knowledge Base Question Answering. - Yantao Liu; Zixuan Li 001; Xiaolong Jin 001; Yucan Guo; Long Bai 002; Saiping Guan; Jiafeng Guo; Xueqi Cheng (KSEM (1), 2024)

Inductive Link Prediction in N-ary Knowledge Graphs. - Jiyao Wei; Saiping Guan; Xiaolong Jin 001; Jiafeng Guo; Xueqi Cheng (COLING, 2025)

A Survey of Link Prediction in N-ary Knowledge Graphs. - Jiyao Wei; Saiping Guan; Da Li; Xiaolong Jin 001; Jiafeng Guo; Xueqi Cheng (CoRR, 2025)