Few-Shot Inductive Learning on Temporal Knowledge Graphs using Concept-Aware Information. - Zifeng Ding; Jingpei Wu; Bailan He; Yunpu Ma; Zhen Han 003; Volker Tresp (AKBC, 2022)

Forecasting Question Answering over Temporal Knowledge Graphs. - Zifeng Ding; Ruoxia Qi; Zongyue Li; Bailan He; Jingpei Wu; Yunpu Ma; Zhao Meng; Zhen Han 003; Volker Tresp (CoRR, 2022)

Learning Meta-Representations of One-shot Relations for Temporal Knowledge Graph Link Prediction. - Zifeng Ding; Bailan He; Jingpei Wu; Yunpu Ma; Zhen Han 003; Volker Tresp (IJCNN, 2023)

A Simple But Powerful Graph Encoder for Temporal Knowledge Graph Completion. - Zifeng Ding; Yunpu Ma; Bailan He; Jingpei Wu; Zhen Han 003; Volker Tresp (IntelliSys (3), 2023)

Improving Few-Shot Inductive Learning on Temporal Knowledge Graphs Using Confidence-Augmented Reinforcement Learning. - Zifeng Ding; Jingpei Wu; Zongyue Li; Yunpu Ma; Volker Tresp (ECML/PKDD (3), 2023)

ForecastTKGQuestions: A Benchmark for Temporal Question Answering and Forecasting over Temporal Knowledge Graphs. - Zifeng Ding; Zongyue Li; Ruoxia Qi; Jingpei Wu; Bailan He; Yunpu Ma; Zhao Meng; Shuo Chen 014; Ruotong Liao; Zhen Han 003; Volker Tresp (ISWC, 2023)

Exploring Link Prediction over Hyper-Relational Temporal Knowledge Graphs Enhanced with Time-Invariant Relational Knowledge. - Zifeng Ding; Jingcheng Wu; Jingpei Wu; Yan Xia 003; Volker Tresp (CoRR, 2023)

Zero-Shot Relational Learning on Temporal Knowledge Graphs with Large Language Models. - Zifeng Ding; Heling Cai; Jingpei Wu; Yunpu Ma; Ruotong Liao; Bo Xiong; Volker Tresp (CoRR, 2023)

Temporal Fact Reasoning over Hyper-Relational Knowledge Graphs. - Zifeng Ding; Jingcheng Wu; Jingpei Wu; Yan Xia 003; Bo Xiong; Volker Tresp (EMNLP (Findings), 2024)

zrLLM: Zero-Shot Relational Learning on Temporal Knowledge Graphs with Large Language Models. - Zifeng Ding; Heling Cai; Jingpei Wu; Yunpu Ma; Ruotong Liao; Bo Xiong; Volker Tresp (NAACL-HLT, 2024)

NeuroDx-LM: A Clinical Large-Scale Model for EEG-based Neurological Disorder Detection. - Guanghao Jin; Yuan Liang; Yihan Ma 009; Jingpei Wu; Guoyang Liu (CoRR, 2025)

KnowDR-REC: A Benchmark for Referring Expression Comprehension with Real-World Knowledge. - Guanghao Jin; Jingpei Wu; Tianpei Guo; Yiyi Niu; Weidong Zhou; Guoyang Liu (CoRR, 2025)