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ORCIDZhen Han 0003
Person information
- affiliation (PhD 2022): LMU Munich, Ludwig Maximilian University of Munich, Munich Center for Machine Learning, Germany
- affiliation: Siemens AG, Corporate Technology, Germany
Other persons with the same name
- Zhen Han — disambiguation page
- Zhen Han 0001
![[0000-0002-3688-873X]](https://dblp.dagstuhl.de/img/orcid-mark.12x12.png "0000-0002-3688-873X")
— Beijing Jiaotong University, Beijing Key Laboratory of Security and Privacy in Intelligent Transportation, China (and 1 more) - Zhen Han 0002 — Wuhan University, National Engineering Research Center for Multimedia Software, School of Computer Science, China
- Zhen Han 0004 — China North Vehicle Research Institute, CNVRI, Chinese Scholartree Ridge State Key Laboratory, Beijing, China (and 1 more)
- Zhen Han 0005 — Xidian University, School of Telecommunication Engineering, Xi'an, China
- Zhen Han 0006 — Zhejiang International Studies University, Department of Physical Education, Hangzhou, China
- Zhen Han 0007 — East China Normal University, Software Engineering Institute, Shanghai, China
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2020 – today
- 2025
[c18]Yao Zhang, Zijian Ma, Yunpu Ma, Zhen Han, Yu Wu, Volker Tresp:
WebPilot: A Versatile and Autonomous Multi-Agent System for Web Task Execution with Strategic Exploration. AAAI 2025: 23378-23386- [c17]Shuo Chen, Zhen Han, Bailan He, Jianzhe Liu, Mark Buckley, Yao Qin, Philip Torr, Volker Tresp, Jindong Gu:
Can Multimodal Large Language Models Truly Perform Multimodal In-Context Learning? WACV 2025: 6000-6010 - 2024
- [c16]Haowei Zhang, Jianzhe Liu, Zhen Han, Shuo Chen, Bailan He, Volker Tresp, Zhiqiang Xu, Jindong Gu:
Visual Question Decomposition on Multimodal Large Language Models. EMNLP (Findings) 2024: 1926-1949 - [i21]Zefeng Wang, Zhen Han, Shuo Chen, Fan Xue, Zifeng Ding, Xun Xiao, Volker Tresp, Philip Torr, Jindong Gu:
Stop Reasoning! When Multimodal LLMs with Chain-of-Thought Reasoning Meets Adversarial Images. CoRR abs/2402.14899 (2024) - [i20]Shuo Chen, Zhen Han, Bailan He, Zifeng Ding, Wenqian Yu, Philip Torr, Volker Tresp, Jindong Gu:
Red Teaming GPT-4V: Are GPT-4V Safe Against Uni/Multi-Modal Jailbreak Attacks? CoRR abs/2404.03411 (2024) - [i19]Yao Zhang, Zijian Ma, Yunpu Ma, Zhen Han, Yu Wu, Volker Tresp:
WebPilot: A Versatile and Autonomous Multi-Agent System for Web Task Execution with Strategic Exploration. CoRR abs/2408.15978 (2024) - [i18]Haowei Zhang, Jianzhe Liu, Zhen Han, Shuo Chen, Bailan He, Volker Tresp, Zhiqiang Xu, Jindong Gu:
Visual Question Decomposition on Multimodal Large Language Models. CoRR abs/2409.19339 (2024) - [i17]Yilun Liu, Yunpu Ma, Shuo Chen, Zifeng Ding, Bailan He, Zhen Han, Volker Tresp:
PERFT: Parameter-Efficient Routed Fine-Tuning for Mixture-of-Expert Model. CoRR abs/2411.08212 (2024) - 2023
- [c15]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: 5433-5447 - [c14]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: 1-10 - [c13]Zifeng Ding, Yunpu Ma, Bailan He, Jingpei Wu, Zhen Han, Volker Tresp:
A Simple But Powerful Graph Encoder for Temporal Knowledge Graph Completion. IntelliSys (3) 2023: 729-747 - [c12]Shuo Chen, Jindong Gu, Zhen Han, Yunpu Ma, Philip H. S. Torr, Volker Tresp:
Benchmarking Robustness of Adaptation Methods on Pre-trained Vision-Language Models. NeurIPS 2023 - [c11]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: 541-560 - [i16]Soeren Nolting, Zhen Han, Volker Tresp:
Modeling the evolution of temporal knowledge graphs with uncertainty. CoRR abs/2301.04977 (2023) - [i15]Hongxiang Huang, Daihui Yang, Gang Dai, Zhen Han, Yuyi Wang, Kin-Man Lam, Fan Yang, Shuangping Huang, Yongge Liu, Mengchao He:
AGTGAN: Unpaired Image Translation for Photographic Ancient Character Generation. CoRR abs/2303.07012 (2023) - [i14]Shuo Chen, Jindong Gu, Zhen Han, Yunpu Ma, Philip H. S. Torr, Volker Tresp:
Benchmarking Robustness of Adaptation Methods on Pre-trained Vision-Language Models. CoRR abs/2306.02080 (2023) - [i13]Jindong Gu, Zhen Han, Shuo Chen, Ahmad Beirami, Bailan He, Gengyuan Zhang, Ruotong Liao, Yao Qin, Volker Tresp, Philip H. S. Torr:
A Systematic Survey of Prompt Engineering on Vision-Language Foundation Models. CoRR abs/2307.12980 (2023) - [i12]Yuanchun Shen, Ruotong Liao, Zhen Han, Yunpu Ma, Volker Tresp:
GraphextQA: A Benchmark for Evaluating Graph-Enhanced Large Language Models. CoRR abs/2310.08487 (2023) - [i11]Shuo Chen, Zhen Han, Bailan He, Mark Buckley, Philip H. S. Torr, Volker Tresp, Jindong Gu:
Understanding and Improving In-Context Learning on Vision-language Models. CoRR abs/2311.18021 (2023) - 2022
- [b1]Zhen Han:
Relational learning on temporal knowledge graphs. Ludwig Maximilian University of Munich, Germany, 2022 - [c10]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: 22-31 - [c9]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 - [c8]Hongxiang Huang, Daihui Yang, Gang Dai, Zhen Han, Yuyi Wang, Kin-Man Lam, Fan Yang, Shuangping Huang, Yongge Liu, Mengchao He:
AGTGAN: Unpaired Image Translation for Photographic Ancient Character Generation. ACM Multimedia 2022: 5456-5467 - [i10]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 abs/2203.09590 (2022) - [i9]Zifeng Ding, Bailan He, Yunpu Ma, Zhen Han, Volker Tresp:
Learning Meta Representations of One-shot Relations for Temporal Knowledge Graph Link Prediction. CoRR abs/2205.10621 (2022) - [i8]Jin Guo, Zhen Han, Zhou Su, Jiliang Li, Volker Tresp, Yuyi Wang:
Continuous Temporal Graph Networks for Event-Based Graph Data. CoRR abs/2205.15924 (2022) - [i7]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 abs/2208.06501 (2022) - [i6]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 abs/2211.08169 (2022) - 2021
- [c7]Zhen Han, Gengyuan Zhang, Yunpu Ma, Volker Tresp:
Time-dependent Entity Embedding is not All You Need: A Re-evaluation of Temporal Knowledge Graph Completion Models under a Unified Framework. EMNLP (1) 2021: 8104-8118 - [c6]Haohai Sun, Jialun Zhong, Yunpu Ma, Zhen Han, Kun He:
TimeTraveler: Reinforcement Learning for Temporal Knowledge Graph Forecasting. EMNLP (1) 2021: 8306-8319 - [c5]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: 8352-8364 - [c4]Zhen Han, Peng Chen, Yunpu Ma, Volker Tresp:
Explainable Subgraph Reasoning for Forecasting on Temporal Knowledge Graphs. ICLR 2021 - [i5]Zifeng Ding, Zhen Han, Yunpu Ma, Volker Tresp:
Temporal Knowledge Graph Forecasting with Neural ODE. CoRR abs/2101.05151 (2021) - [i4]Haohai Sun, Jialun Zhong, Yunpu Ma, Zhen Han, Kun He:
TimeTraveler: Reinforcement Learning for Temporal Knowledge Graph Forecasting. CoRR abs/2109.04101 (2021) - 2020
- [c3]Zhen Han, Yunpu Ma, Yuyi Wang, Stephan Günnemann, Volker Tresp:
Graph Hawkes Neural Network for Forecasting on Temporal Knowledge Graphs. AKBC 2020 - [c2]Yunpu Ma, Zhen Han, Volker Tresp:
Learning with Temporal Knowledge Graphs. CIKM (Workshops) 2020 - [c1]Zhen Han, Peng Chen, Yunpu Ma, Volker Tresp:
DyERNIE: Dynamic Evolution of Riemannian Manifold Embeddings for Temporal Knowledge Graph Completion. EMNLP (1) 2020: 7301-7316 - [i3]Zhen Han, Yuyi Wang, Yunpu Ma, Stephan Günnemann, Volker Tresp:
Graph Hawkes Network for Reasoning on Temporal Knowledge Graphs. CoRR abs/2003.13432 (2020) - [i2]Zhen Han, Peng Chen, Yunpu Ma, Volker Tresp:
DyERNIE: Dynamic Evolution of Riemannian Manifold Embeddings for Temporal Knowledge Graph Completion. CoRR abs/2011.03984 (2020) - [i1]Zhen Han, Peng Chen, Yunpu Ma, Volker Tresp:
xERTE: Explainable Reasoning on Temporal Knowledge Graphs for Forecasting Future Links. CoRR abs/2012.15537 (2020)
Coauthor Index
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