Graph Hawkes Neural Network for Forecasting on Temporal Knowledge Graphs. - Zhen Han 003; Yunpu Ma; Yuyi Wang 001; Stephan Günnemann; Volker Tresp (AKBC, 2020)

Learning with Temporal Knowledge Graphs. - Yunpu Ma; Zhen Han 003; Volker Tresp (CIKM (Workshops), 2020)

DyERNIE: Dynamic Evolution of Riemannian Manifold Embeddings for Temporal Knowledge Graph Completion. - Zhen Han 003; Peng Chen; Yunpu Ma; Volker Tresp (EMNLP (1), 2020)

Graph Hawkes Network for Reasoning on Temporal Knowledge Graphs. - Zhen Han 003; Yuyi Wang 001; Yunpu Ma; Stephan Günnemann; Volker Tresp (CoRR, 2020)

xERTE: Explainable Reasoning on Temporal Knowledge Graphs for Forecasting Future Links. - Zhen Han 003; Peng Chen; Yunpu Ma; Volker Tresp (CoRR, 2020)

Learning Neural Ordinary Equations for Forecasting Future Links on Temporal Knowledge Graphs. - Zhen Han 003; Zifeng Ding; Yunpu Ma; Yujia Gu; Volker Tresp (EMNLP (1), 2021)

Time-dependent Entity Embedding is not All You Need: A Re-evaluation of Temporal Knowledge Graph Completion Models under a Unified Framework. - Zhen Han 003; Gengyuan Zhang; Yunpu Ma; Volker Tresp (EMNLP (1), 2021)

TimeTraveler: Reinforcement Learning for Temporal Knowledge Graph Forecasting. - Haohai Sun; Jialun Zhong; Yunpu Ma; Zhen Han 003; Kun He 001 (EMNLP (1), 2021)

Explainable Subgraph Reasoning for Forecasting on Temporal Knowledge Graphs. - Zhen Han 003; Peng Chen; Yunpu Ma; Volker Tresp (ICLR, 2021)

Temporal Knowledge Graph Forecasting with Neural ODE. - Zifeng Ding; Zhen Han 003; Yunpu Ma; Volker Tresp (CoRR, 2021)

TempCaps: A Capsule Network-based Embedding Model for Temporal Knowledge Graph Completion. - Guirong Fu; Zhao Meng; Zhen Han 003; Zifeng Ding; Yunpu Ma; Matthias Schubert; Volker Tresp; Roger Wattenhofer (SPNLP@ACL, 2022)

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)

AGTGAN: Unpaired Image Translation for Photographic Ancient Character Generation. - Hongxiang Huang; Daihui Yang; Gang Dai 002; Zhen Han 003; Yuyi Wang 001; Kin-Man Lam 001; Fan Yang 082; Shuangping Huang; Yongge Liu; Mengchao He (ACM Multimedia, 2022)

Enhanced Temporal Knowledge Embeddings with Contextualized Language Representations. - Zhen Han 003; Ruotong Liao; Beiyan Liu; Yao Zhang; Zifeng Ding; Heinz Köppl; Hinrich Schütze; Volker Tresp (CoRR, 2022)

Learning Meta Representations of One-shot Relations for Temporal Knowledge Graph Link Prediction. - Zifeng Ding; Bailan He; Yunpu Ma; Zhen Han 003; Volker Tresp (CoRR, 2022)

Continuous Temporal Graph Networks for Event-Based Graph Data. - Jin Guo; Zhen Han 003; Zhou Su; Jiliang Li; Volker Tresp; Yuyi Wang 001 (CoRR, 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)

Relational learning on temporal knowledge graphs. - Zhen Han 003 (2022)

ECOLA: Enhancing Temporal Knowledge Embeddings with Contextualized Language Representations. - Zhen Han 003; Ruotong Liao; Jindong Gu; Yao Zhang; Zifeng Ding; Yujia Gu; Heinz Koeppl; Hinrich Schütze; Volker Tresp (ACL (Findings), 2023)

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)

Benchmarking Robustness of Adaptation Methods on Pre-trained Vision-Language Models. - Shuo Chen 014; Jindong Gu; Zhen Han 003; Yunpu Ma; Philip H. S. Torr; Volker Tresp (NeurIPS, 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)

Modeling the evolution of temporal knowledge graphs with uncertainty. - Soeren Nolting; Zhen Han 003; Volker Tresp (CoRR, 2023)

A Systematic Survey of Prompt Engineering on Vision-Language Foundation Models. - Jindong Gu; Zhen Han 003; Shuo Chen 014; Ahmad Beirami; Bailan He; Gengyuan Zhang; Ruotong Liao; Yao Qin 001; Volker Tresp; Philip H. S. Torr (CoRR, 2023)

GraphextQA: A Benchmark for Evaluating Graph-Enhanced Large Language Models. - Yuanchun Shen; Ruotong Liao; Zhen Han 003; Yunpu Ma; Volker Tresp (CoRR, 2023)

Understanding and Improving In-Context Learning on Vision-language Models. - Shuo Chen 014; Zhen Han 003; Bailan He; Mark Buckley; Philip H. S. Torr; Volker Tresp; Jindong Gu (CoRR, 2023)

Visual Question Decomposition on Multimodal Large Language Models. - Haowei Zhang 002; Jianzhe Liu; Zhen Han 003; Shuo Chen 014; Bailan He; Volker Tresp; Zhiqiang Xu; Jindong Gu (EMNLP (Findings), 2024)

Stop Reasoning! When Multimodal LLMs with Chain-of-Thought Reasoning Meets Adversarial Images. - Zefeng Wang; Zhen Han 003; Shuo Chen 014; Fan Xue; Zifeng Ding; Xun Xiao; Volker Tresp; Philip Torr 001; Jindong Gu (CoRR, 2024)

Red Teaming GPT-4V: Are GPT-4V Safe Against Uni/Multi-Modal Jailbreak Attacks? - Shuo Chen 014; Zhen Han 003; Bailan He; Zifeng Ding; Wenqian Yu; Philip Torr 001; Volker Tresp; Jindong Gu (CoRR, 2024)

PERFT: Parameter-Efficient Routed Fine-Tuning for Mixture-of-Expert Model. - Yilun Liu; Yunpu Ma; Shuo Chen 014; Zifeng Ding; Bailan He; Zhen Han 003; Volker Tresp (CoRR, 2024)

WebPilot: A Versatile and Autonomous Multi-Agent System for Web Task Execution with Strategic Exploration. - Yao Zhang; Zijian Ma; Yunpu Ma; Zhen Han 003; Yu Wu; Volker Tresp (AAAI, 2025)

Can Multimodal Large Language Models Truly Perform Multimodal In-Context Learning? - Shuo Chen 014; Zhen Han 003; Bailan He; Jianzhe Liu; Mark Buckley; Yao Qin 001; Philip Torr 001; Volker Tresp; Jindong Gu (WACV, 2025)

True Multimodal In-Context Learning Needs Attention to the Visual Context. - Shuo Chen 014; Jianzhe Liu; Zhen Han 003; Yan Xia 003; Daniel Cremers; Philip Torr 001; Volker Tresp; Jindong Gu (CoRR, 2025)