OpenKN at TAC KBP 2016. - Manling Li; Xinlei Chen; Yantao Jia; Yuanzhuo Wang; Xiaolong Jin 001; Zixuan Li 001; Juan Yao; Fan Yang; Yunqi Qiu; Jialin Su; Xueqi Cheng (TAC, 2016)

The Open Knowledge System for TAC KBP 2017. - Zixuan Li 001; Yunqi Qiu; Fan Yang; Xiaolong Jin 001; Yuanzhuo Wang; Yantao Jia; Haoran Yan; Kailin Zhao; Jialin Su (TAC, 2017)

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)

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)

Rule-Aware Reinforcement Learning for Knowledge Graph Reasoning. - Zhongni Hou; Xiaolong Jin 001; Zixuan Li 001; Long Bai 002 (ACL/IJCNLP (Findings), 2021)

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)

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)

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)

Rethinking GNN-based Entity Alignment on Heterogeneous Knowledge Graphs: New Datasets and A New Method. - Xuhui Jiang; Chengjin Xu; Yinghan Shen; Fenglong Su; Yuanzhuo Wang; Fei Sun 001; Zixuan Li 001; Huawei Shen (CoRR, 2023)

ProtoEM: A Prototype-Enhanced Matching Framework for Event Relation Extraction. - Zhilei Hu; Zixuan Li 001; Daozhu Xu; Long Bai 002; Cheng Jin; 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)

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)

Unlocking the Power of Large Language Models for Entity Alignment. - Xuhui Jiang; Yinghan Shen; Zhichao Shi 001; Chengjin Xu; Wei Li 176; Zixuan Li 001; Jian Guo; Huawei Shen; Yuanzhuo Wang (ACL (1), 2024)

KnowCoder: Coding Structured Knowledge into LLMs for Universal Information Extraction. - Zixuan Li 001; Yutao Zeng; Yuxin Zuo; Weicheng Ren; Wenxuan Liu; Miao Su; Yucan Guo; Yantao Liu; Xiang Li 001; Zhilei Hu; Long Bai 002; Wei Li 176; et al. (ACL (1), 2024)

Multi-task Instruction Tuning for Temporal Question Answering over Knowledge Graphs. - Miao Su; Zixuan Li 001; Xiaolong Jin 001; Jiafeng Guo (CCIR, 2024)

Self-Improvement Programming for Temporal Knowledge Graph Question Answering. - Zhuo Chen; Zhao Zhang 011; Zixuan Li 001; Fei Wang 014; Yutao Zeng; Xiaolong Jin 001; Yongjun Xu 001 (LREC/COLING, 2024)

Selective Temporal Knowledge Graph Reasoning. - Zhongni Hou; Xiaolong Jin 001; Zixuan Li 001; Long Bai 002; Jiafeng Guo; Xueqi Cheng (LREC/COLING, 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)

A New Pipeline for Knowledge Graph Reasoning Enhanced by Large Language Models Without Fine-Tuning. - Zhongwu Chen; Long Bai 002; Zixuan Li 001; Zhen Huang 002; Xiaolong Jin 001; Yong Dou (EMNLP, 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)

Retrieval-Augmented Code Generation for Universal Information Extraction. - Yucan Guo; Zixuan Li 001; Xiaolong Jin 001; Yantao Liu; Yutao Zeng; Wenxuan Liu; Xiang Li 001; Pan Yang; Long Bai 002; Jiafeng Guo; Xueqi Cheng (NLPCC (2), 2024)

Toward Practical Entity Alignment Method Design: Insights from New Highly Heterogeneous Knowledge Graph Datasets. - Xuhui Jiang; Chengjin Xu; Yinghan Shen; Yuanzhuo Wang; Fenglong Su; Zhichao Shi 001; Fei Sun 001; Zixuan Li 001; Jian Guo; Huawei Shen (WWW, 2024)

Temporal Knowledge Graph Question Answering: A Survey. - Miao Su; Zixuan Li 001; Zhuo Chen; Long Bai 002; Xiaolong Jin 001; Jiafeng Guo (CoRR, 2024)

AlignXIE: Improving Multilingual Information Extraction by Cross-Lingual Alignment. - Yuxin Zuo; Wenxuan Jiang; Wenxuan Liu; Zixuan Li 001; Long Bai 002; Hanbin Wang; Yutao Zeng; Xiaolong Jin 001; Jiafeng Guo; Xueqi Cheng (CoRR, 2024)

G2S: A General-to-Specific Learning Framework for Temporal Knowledge Graph Forecasting with Large Language Models. - Long Bai 002; Zixuan Li 001; Xiaolong Jin 001; Jiafeng Guo; Xueqi Cheng; Tat-Seng Chua (ACL (Findings), 2025)

Towards Robust Universal Information Extraction: Dataset, Evaluation, and Solution. - Jizhao Zhu; Akang Shi; Zixuan Li 001; Long Bai 002; Xiaolong Jin 001; Jiafeng Guo; Xueqi Cheng (ACL (1), 2025)

KnowCoder-X: Boosting Multilingual Information Extraction via Code. - Yuxin Zuo; Wenxuan Jiang; Wenxuan Liu; Zixuan Li 001; Long Bai 002; Hanbin Wang; Yutao Zeng; Xiaolong Jin 001; Jiafeng Guo; Xueqi Cheng (ACL (Findings), 2025)

Large Language Model-Based Event Relation Extraction with Rationales. - Zhilei Hu; Zixuan Li 001; Xiaolong Jin 001; Long Bai 002; Jiafeng Guo; Xueqi Cheng (COLING, 2025)

Towards Event Extraction with Massive Types: LLM-based Collaborative Annotation and Partitioning Extraction. - Wenxuan Liu; Zixuan Li 001; Long Bai 002; Yuxin Zuo; Daozhu Xu; Xiaolong Jin 001; Jiafeng Guo; Xueqi Cheng (CoRR, 2025)

Towards Robust Universal Information Extraction: Benchmark, Evaluation, and Solution. - Jizhao Zhu; Akang Shi; Zixuan Li 001; Long Bai 002; Xiaolong Jin 001; Jiafeng Guo; Xueqi Cheng (CoRR, 2025)

Mixture Policy based Multi-Hop Reasoning over N-tuple Temporal Knowledge Graphs. - Zhongni Hou; Miao Su; Xiaolong Jin 001; Zixuan Li 001; Long Bai 002; Jiafeng Guo; Xueqi Cheng (CoRR, 2025)

KnowCoder-V2: Deep Knowledge Analysis. - Zixuan Li 001; Wenxuan Liu; Long Bai 002; Chunmao Zhang; Wei Li 176; Fenghui Zhang; Quanxin Jin; Ruoyun He; Zhuo Chen; Zhilei Hu; Fei Wang 014; Bingbing Xu 001; et al. (CoRR, 2025)