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Zifeng Ding
ORCID
Publication Activity (10 Years)
Years Active: 2021-2023
Publications (10 Years): 17
Top Topics
Question Answering
Temporal Knowledge
Natural Language
Inductive Learning
Top Venues
CoRR
ISWC
ACL (Findings)
Robotics
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Publications
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Zhen Han
,
Ruotong Liao
,
Jindong Gu
,
Yao Zhang
,
Zifeng Ding
,
Yujia Gu
,
Heinz Koeppl
,
Hinrich Schütze
,
Volker Tresp
ECOLA: Enhancing Temporal Knowledge Embeddings with Contextualized Language Representations.
ACL (Findings)
(2023)
Zifeng Ding
,
Bailan He
,
Jingpei Wu
,
Yunpu Ma
,
Zhen Han
,
Volker Tresp
Learning Meta-Representations of One-shot Relations for Temporal Knowledge Graph Link Prediction.
IJCNN
(2023)
Yan Xia
,
Letian Shi
,
Zifeng Ding
,
João F. Henriques
,
Daniel Cremers
Text2Loc: 3D Point Cloud Localization from Natural Language.
CoRR
(2023)
Zifeng Ding
,
Jingpei Wu
,
Zongyue Li
,
Yunpu Ma
,
Volker Tresp
Improving Few-Shot Inductive Learning on Temporal Knowledge Graphs using Confidence-Augmented Reinforcement Learning.
CoRR
(2023)
Zifeng Ding
,
Zongyue Li
,
Ruoxia Qi
,
Jingpei Wu
,
Bailan He
,
Yunpu Ma
,
Zhao Meng
,
Shuo Chen
,
Ruotong Liao
,
Zhen Han
,
Volker Tresp
ForecastTKGQuestions: A Benchmark for Temporal Question Answering and Forecasting over Temporal Knowledge Graphs.
ISWC
(2023)
Zifeng Ding
,
Heling Cai
,
Jingpei Wu
,
Yunpu Ma
,
Ruotong Liao
,
Bo Xiong
,
Volker Tresp
Zero-Shot Relational Learning on Temporal Knowledge Graphs with Large Language Models.
CoRR
(2023)
Zifeng Ding
,
Jingpei Wu
,
Zongyue Li
,
Yunpu Ma
,
Volker Tresp
Improving Few-Shot Inductive Learning on Temporal Knowledge Graphs Using Confidence-Augmented Reinforcement Learning.
ECML/PKDD (3)
(2023)
Zifeng Ding
,
Jingcheng Wu
,
Jingpei Wu
,
Yan Xia
,
Volker Tresp
Exploring Link Prediction over Hyper-Relational Temporal Knowledge Graphs Enhanced with Time-Invariant Relational Knowledge.
CoRR
(2023)
Zifeng Ding
,
Yuxuan Sun
,
Sijin Xu
,
Yan Pan
,
Yanhong Peng
,
Zebing Mao
Recent Advances and Perspectives in Deep Learning Techniques for 3D Point Cloud Data Processing.
Robotics
12 (4) (2023)
Zhen Han
,
Ruotong Liao
,
Beiyan Liu
,
Yao Zhang
,
Zifeng Ding
,
Heinz Köppl
,
Hinrich Schütze
,
Volker Tresp
Enhanced Temporal Knowledge Embeddings with Contextualized Language Representations.
CoRR
(2022)
Guirong Fu
,
Zhao Meng
,
Zhen Han
,
Zifeng Ding
,
Yunpu Ma
,
Matthias Schubert
,
Volker Tresp
,
Roger Wattenhofer
TempCaps: A Capsule Network-based Embedding Model for Temporal Knowledge Graph Completion.
SPNLP@ACL
(2022)
Zifeng Ding
,
Jingpei Wu
,
Bailan He
,
Yunpu Ma
,
Zhen Han
,
Volker Tresp
Few-Shot Inductive Learning on Temporal Knowledge Graphs using Concept-Aware Information.
CoRR
(2022)
Zifeng Ding
,
Bailan He
,
Yunpu Ma
,
Zhen Han
,
Volker Tresp
Learning Meta Representations of One-shot Relations for Temporal Knowledge Graph Link Prediction.
CoRR
(2022)
Zifeng Ding
,
Ruoxia Qi
,
Zongyue Li
,
Bailan He
,
Jingpei Wu
,
Yunpu Ma
,
Zhao Meng
,
Zhen Han
,
Volker Tresp
Forecasting Question Answering over Temporal Knowledge Graphs.
CoRR
(2022)
Zifeng Ding
,
Zhen Han
,
Yunpu Ma
,
Volker Tresp
Temporal Knowledge Graph Forecasting with Neural ODE.
CoRR
(2021)
Zifeng Ding
,
Yunpu Ma
,
Bailan He
,
Volker Tresp
A Simple But Powerful Graph Encoder for Temporal Knowledge Graph Completion.
CoRR
(2021)
Zhen Han
,
Zifeng Ding
,
Yunpu Ma
,
Yujia Gu
,
Volker Tresp
Learning Neural Ordinary Equations for Forecasting Future Links on Temporal Knowledge Graphs.
EMNLP (1)
(2021)