Zifeng Ding

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 24

Top Topics

Relational Learning

Temporal Knowledge

Link Prediction

Top Venues

Publications

Bailan He, Yushan Liu, Marcel Hildebrandt, Zifeng Ding, Yaomengxi Han, Volker Tresp
An Automated Evaluation Framework for Graph Database Query Generation Leveraging Large Language Models. D2R2 (2024)
Zefeng Wang, Zhen Han, Shuo Chen, Fan Xue, Zifeng Ding, Xun Xiao, Volker Tresp, Philip H. S. Torr, Jindong Gu
Stop Reasoning! When Multimodal LLMs with Chain-of-Thought Reasoning Meets Adversarial Images. CoRR (2024)
Zifeng Ding, Heling Cai, Jingpei Wu, Yunpu Ma, Ruotong Liao, Bo Xiong, Volker Tresp
zrLLM: Zero-Shot Relational Learning on Temporal Knowledge Graphs with Large Language Models. NAACL-HLT (2024)
Yongkang Liu, Ercong Nie, Shi Feng, Zheng Hua, Zifeng Ding, Daling Wang, Yifei Zhang, Hinrich Schütze
A Unified Data Augmentation Framework for Low-Resource Multi-Domain Dialogue Generation. CoRR (2024)
Ercong Nie, Bo Shao, Zifeng Ding, Mingyang Wang, Helmut Schmid, Hinrich Schütze
BMIKE-53: Investigating Cross-Lingual Knowledge Editing with In-Context Learning. CoRR (2024)
Shuo Chen, Zhen Han, Bailan He, Zifeng Ding, Wenqian Yu, Philip H. S. Torr, Volker Tresp, Jindong Gu
Red Teaming GPT-4V: Are GPT-4V Safe Against Uni/Multi-Modal Jailbreak Attacks? CoRR (2024)
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, Jingpei Wu, Bailan He, Yunpu Ma, Zhen Han, Volker Tresp
Few-Shot Inductive Learning on Temporal Knowledge Graphs using Concept-Aware Information. AKBC (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)