Zifeng Ding | Talks & Community Service

2025/03/13: “DyGMamba: Efficiently Modeling Long-Term Temporal Dependency on Continuous-Time Dynamic Graphs with State Space Models” at the Temporal Graph Reading Group. [Video]
2024/10/31: Invited talk “Language Models and Knowledge Representation Learning” at University of Stuttgart in Stuttgart, Germany.
2024/06/18: “zrLLM: Zero-Shot Relational Learning on Temporal Knowledge Graphs with Large Language Models” at NAACL 2024 in Mexico City, Mexico. [Pre-recorded Video]
2022/05/02: “zrLLM: Zero-Shot Relational Learning on Temporal Knowledge Graphs with Large Language Models” at the Temporal Graph Reading Group. [Video]
2022/03/02: “Past Present and Future” at SMR Demo Session @ Siemens AG in Munich, Germany.

2023/11/09: “ForecastTKGQuestions: A Benchmark for Temporal Question Answering and Forecasting over Temporal Knowledge Graphs” at ISWC 2023 in Athens, Greece.
2023/09/20: “Improving Few-Shot Inductive Learning on Temporal Knowledge Graphs using Confidence-Augmented Reinforcement Learning” at ECML PKDD 2023 in Turin, Italy.
2023/06/19: “Learning Meta-Representations of One-Shot Relations for Temporal Knowledge Graph Link Prediction” at IJCNN 2023 in Gold Coast, Australia.

2022/11/04: “Few-Shot Inductive Learning on Temporal Knowledge Graphs using Concept-Aware Information” at AKBC 2022 in London, UK. [Video]