default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDYunpu Ma
Person information
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
showing all ?? records
2020 – today
- 2024
[j5]Zhuang Liu
, Yunpu Ma, Matthias Schubert, Yuanxin Ouyang, Wenge Rong, Zhang Xiong:
Multimodal Contrastive Transformer for Explainable Recommendation. IEEE Trans. Comput. Soc. Syst. 11(2): 2632-2643 (2024)- [c41]Ruotong Liao, Max Erler, Huiyu Wang, Guangyao Zhai, Gengyuan Zhang, Yunpu Ma, Volker Tresp:
VideoINSTA: Zero-shot Long Video Understanding via Informative Spatial-Temporal Reasoning with LLMs. EMNLP (Findings) 2024: 6577-6602 - [c40]Yize Sun, Jiarui Liu, Yunpu Ma, Volker Tresp:
Differentiable Quantum Architecture Search For Job Shop Scheduling Problem. ICASSP 2024: 236-240 - [c39]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: 1877-1895 - [c38]Ruotong Liao, Xu Jia, Yangzhe Li, Yunpu Ma, Volker Tresp:
GenTKG: Generative Forecasting on Temporal Knowledge Graph with Large Language Models. NAACL-HLT (Findings) 2024: 4303-4317 - [c37]Sandra Gilhuber, Anna Beer, Yunpu Ma, Thomas Seidl:
FALCUN: A Simple and Efficient Deep Active Learning Strategy. ECML/PKDD (3) 2024: 421-439 - [i42]Yize Sun, Zixin Wu, Yunpu Ma, Volker Tresp:
Quantum Architecture Search with Unsupervised Representation Learning. CoRR abs/2401.11576 (2024) - [i41]Zifeng Ding, Yifeng Li, Yuan He, Antonio Norelli, Jingcheng Wu, Volker Tresp, Yunpu Ma, Michael Bronstein:
DyGMamba: Efficiently Modeling Long-Term Temporal Dependency on Continuous-Time Dynamic Graphs with State Space Models. CoRR abs/2408.04713 (2024) - [i40]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) - [i39]Ruotong Liao, Max Erler, Huiyu Wang, Guangyao Zhai, Gengyuan Zhang, Yunpu Ma, Volker Tresp:
VideoINSTA: Zero-shot Long Video Understanding via Informative Spatial-Temporal Reasoning with LLMs. CoRR abs/2409.20365 (2024) - [i38]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) - [i37]Jinhe Bi, Yujun Wang, Haokun Chen, Xun Xiao, Artur Hecker, Volker Tresp, Yunpu Ma:
Visual Instruction Tuning with 500x Fewer Parameters through Modality Linear Representation-Steering. CoRR abs/2412.12359 (2024) - 2023
- [j4]Volker Tresp, Sahand Sharifzadeh, Hang Li, Dario Konopatzki, Yunpu Ma:
The Tensor Brain: A Unified Theory of Perception, Memory, and Semantic Decoding. Neural Comput. 35(2): 156-227 (2023) - [c36]Alessandro Giovagnoli, Volker Tresp, Yunpu Ma, Matthias Schubert:
QNEAT: Natural Evolution of Variational Quantum Circuit Architecture. GECCO Companion 2023: 647-650 - [c35]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 - [c34]Yao Zhang, Yunpu Ma, Thomas Seidl, Volker Tresp:
Adaptive Multi-Resolution Attention with Linear Complexity. IJCNN 2023: 1-8 - [c33]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 - [c32]Zhuang Liu, Yunpu Ma, Haoxuan Li, Marcel Hildebrandt, Yuanxin Ouyang, Zhang Xiong:
Debiased Contrastive Loss for Collaborative Filtering. KSEM (3) 2023: 94-105 - [c31]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 - [c30]David Winkel, Niklas Strauß, Matthias Schubert, Yunpu Ma, Thomas Seidl:
Constrained Portfolio Management Using Action Space Decomposition for Reinforcement Learning. PAKDD (2) 2023: 373-385 - [c29]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: 550-566 - [c28]Yize Sun, Yunpu Ma, Volker Tresp:
Differentiable Quantum Architecture Search for Quantum Reinforcement Learning. QCE 2023: 15-19 - [c27]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 - [i36]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 abs/2304.00613 (2023) - [i35]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) - [i34]Yize Sun, Yunpu Ma, Volker Tresp:
Differentiable Quantum Architecture Search for Quantum Reinforcement Learning. CoRR abs/2309.10392 (2023) - [i33]Ruotong Liao, Xu Jia, Yunpu Ma, Volker Tresp:
GenTKG: Generative Forecasting on Temporal Knowledge Graph. CoRR abs/2310.07793 (2023) - [i32]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) - [i31]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 abs/2311.10112 (2023) - 2022
- [j3]Zhuang Liu, Yunpu Ma, Marcel Hildebrandt, Yuanxin Ouyang, Zhang Xiong:
CDARL: a contrastive discriminator-augmented reinforcement learning framework for sequential recommendations. Knowl. Inf. Syst. 64(8): 2239-2265 (2022) - [c26]Yushan Liu, Yunpu Ma, Marcel Hildebrandt, Mitchell Joblin, Volker Tresp:
TLogic: Temporal Logical Rules for Explainable Link Forecasting on Temporal Knowledge Graphs. AAAI 2022: 4120-4127 - [c25]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 - [c24]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 - [c23]Feifei Xu, Shanlin Zhou, Yunpu Ma, Xinpeng Wang, Wenkai Zhang, Zhisong Li:
Open-Domain Dialogue Generation Grounded with Dynamic Multi-form Knowledge Fusion. DASFAA (3) 2022: 101-116 - [c22]Sandra Gilhuber, Philipp Jahn, Yunpu Ma, Thomas Seidl:
VERIPS: Verified Pseudo-label Selection for Deep Active Learning. ICDM 2022: 951-956 - [c21]Zhuang Liu, Yunpu Ma, Matthias Schubert, Yuanxin Ouyang, Zhang Xiong:
Multi-Modal Contrastive Pre-training for Recommendation. ICMR 2022: 99-108 - [c20]Sandra Gilhuber, Max Berrendorf, Yunpu Ma, Thomas Seidl:
Accelerating Diversity Sampling for Deep Active Learning By Low-Dimensional Representations. IAL@PKDD/ECML 2022: 43-48 - [c19]Christian M. M. Frey, Yunpu Ma, Matthias Schubert:
SEA: Graph Shell Attention in Graph Neural Networks. ECML/PKDD (2) 2022: 326-343 - [i30]Feifei Xu, Shanlin Zhou, Xinpeng Wang, Yunpu Ma, Wenkai Zhang, Zhisong Li:
Open-domain Dialogue Generation Grounded with Dynamic Multi-form Knowledge Fusion. CoRR abs/2204.11239 (2022) - [i29]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) - [i28]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) - [i27]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
- [j2]Haizhou Du, Yan Zhou, Yunpu Ma, Shiwei Wang:
Astrologer: Exploiting graph neural Hawkes process for event propagation prediction with spatio-temporal characteristics. Knowl. Based Syst. 228: 107247 (2021) - [c18]Yiran Xing, Zai Shi, Zhao Meng, Gerhard Lakemeyer, Yunpu Ma, Roger Wattenhofer:
KM-BART: Knowledge Enhanced Multimodal BART for Visual Commonsense Generation. ACL/IJCNLP (1) 2021: 525-535 - [c17]Yunpu Ma, Volker Tresp:
Causal Inference under Networked Interference and Intervention Policy Enhancement. AISTATS 2021: 3700-3708 - [c16]Zai Shi, Zhao Meng, Yiran Xing, Yunpu Ma, Roger Wattenhofer:
3D-RETR: End-to-End Single and Multi-View 3D Reconstruction with Transformers. BMVC 2021: 405 - [c15]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 - [c14]Haohai Sun, Jialun Zhong, Yunpu Ma, Zhen Han, Kun He:
TimeTraveler: Reinforcement Learning for Temporal Knowledge Graph Forecasting. EMNLP (1) 2021: 8306-8319 - [c13]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 - [c12]Zhen Han, Peng Chen, Yunpu Ma, Volker Tresp:
Explainable Subgraph Reasoning for Forecasting on Temporal Knowledge Graphs. ICLR 2021 - [i26]Yiran Xing, Zai Shi, Zhao Meng, Yunpu Ma, Roger Wattenhofer:
KM-BART: Knowledge Enhanced Multimodal BART for Visual Commonsense Generation. CoRR abs/2101.00419 (2021) - [i25]Zhuang Liu, Yunpu Ma, Yuanxin Ouyang, Zhang Xiong:
Contrastive Learning for Recommender System. CoRR abs/2101.01317 (2021) - [i24]Zifeng Ding, Zhen Han, Yunpu Ma, Volker Tresp:
Temporal Knowledge Graph Forecasting with Neural ODE. CoRR abs/2101.05151 (2021) - [i23]Yao Zhang, Yunpu Ma, Thomas Seidl, Volker Tresp:
Adaptive Multi-Resolution Attention with Linear Complexity. CoRR abs/2108.04962 (2021) - [i22]Haohai Sun, Jialun Zhong, Yunpu Ma, Zhen Han, Kun He:
TimeTraveler: Reinforcement Learning for Temporal Knowledge Graph Forecasting. CoRR abs/2109.04101 (2021) - [i21]Volker Tresp, Sahand Sharifzadeh, Hang Li, Dario Konopatzki, Yunpu Ma:
The Tensor Brain: A Unified Theory of Perception, Memory and Semantic Decoding. CoRR abs/2109.13392 (2021) - [i20]Zai Shi, Zhao Meng, Yiran Xing, Yunpu Ma, Roger Wattenhofer:
3D-RETR: End-to-End Single and Multi-View 3D Reconstruction with Transformers. CoRR abs/2110.08861 (2021) - [i19]Christian M. M. Frey, Yunpu Ma, Matthias Schubert:
SEA: Graph Shell Attention in Graph Neural Networks. CoRR abs/2110.10674 (2021) - [i18]Christian M. M. Frey, Yunpu Ma, Matthias Schubert:
MIRA: Multihop Relation Prediction in Temporal Knowledge Graphs. CoRR abs/2110.14284 (2021) - [i17]Zifeng Ding, Yunpu Ma, Bailan He, Volker Tresp:
A Simple But Powerful Graph Encoder for Temporal Knowledge Graph Completion. CoRR abs/2112.07791 (2021) - [i16]Yushan Liu, Yunpu Ma, Marcel Hildebrandt, Mitchell Joblin, Volker Tresp:
TLogic: Temporal Logical Rules for Explainable Link Forecasting on Temporal Knowledge Graphs. CoRR abs/2112.08025 (2021) - 2020
- [b1]Yunpu Ma:
Learning with relational knowledge in the context of cognition, quantum computing, and causality. Ludwig Maximilian University of Munich, Germany, 2020 - [c11]Marcel Hildebrandt, Jorge Andres Quintero Serna, Yunpu Ma, Martin Ringsquandl, Mitchell Joblin, Volker Tresp:
Reasoning on Knowledge Graphs with Debate Dynamics. AAAI 2020: 4123-4131 - [c10]Zhen Han, Yunpu Ma, Yuyi Wang, Stephan Günnemann, Volker Tresp:
Graph Hawkes Neural Network for Forecasting on Temporal Knowledge Graphs. AKBC 2020 - [c9]Yunpu Ma, Zhen Han, Volker Tresp:
Learning with Temporal Knowledge Graphs. CIKM (Workshops) 2020 - [c8]Feifei Xu, Xinpeng Wang, Yunpu Ma, Volker Tresp, Yuyi Wang, Shanlin Zhou, Haizhou Du:
Controllable Multi-Character Psychology-Oriented Story Generation. CIKM 2020: 1675-1684 - [c7]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 - [c6]Zhiliang Wu, Yinchong Yang, Yunpu Ma, Yushan Liu, Rui Zhao, Michael Moor, Volker Tresp:
Learning Individualized Treatment Rules with Estimated Translated Inverse Propensity Score. ICHI 2020: 1-11 - [i15]Marcel Hildebrandt, Jorge Andres Quintero Serna, Yunpu Ma, Martin Ringsquandl, Mitchell Joblin, Volker Tresp:
Reasoning on Knowledge Graphs with Debate Dynamics. CoRR abs/2001.00461 (2020) - [i14]Yunpu Ma, Yuyi Wang, Volker Tresp:
Quantum Machine Learning Algorithm for Knowledge Graphs. CoRR abs/2001.01077 (2020) - [i13]Marcel Hildebrandt, Jorge Andres Quintero Serna, Yunpu Ma, Martin Ringsquandl, Mitchell Joblin, Volker Tresp:
Debate Dynamics for Human-comprehensible Fact-checking on Knowledge Graphs. CoRR abs/2001.03436 (2020) - [i12]Volker Tresp, Sahand Sharifzadeh, Dario Konopatzki, Yunpu Ma:
The Tensor Brain: Semantic Decoding for Perception and Memory. CoRR abs/2001.11027 (2020) - [i11]Yunpu Ma, Yuyi Wang, Volker Tresp:
Causal Inference under Networked Interference. CoRR abs/2002.08506 (2020) - [i10]Zhen Han, Yuyi Wang, Yunpu Ma, Stephan Günnemann, Volker Tresp:
Graph Hawkes Network for Reasoning on Temporal Knowledge Graphs. CoRR abs/2003.13432 (2020) - [i9]Zhiliang Wu, Yinchong Yang, Yunpu Ma, Yushan Liu, Rui Zhao, Michael Moor, Volker Tresp:
Learning Individualized Treatment Rules with Estimated Translated Inverse Propensity Score. CoRR abs/2007.01083 (2020) - [i8]Feifei Xu, Xinpeng Wang, Yunpu Ma, Volker Tresp, Yuyi Wang, Shanlin Zhou, Haizhou Du:
Controllable Multi-Character Psychology-Oriented Story Generation. CoRR abs/2010.05230 (2020) - [i7]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) - [i6]Zhen Han, Peng Chen, Yunpu Ma, Volker Tresp:
xERTE: Explainable Reasoning on Temporal Knowledge Graphs for Forecasting Future Links. CoRR abs/2012.15537 (2020)
2010 – 2019
- 2019
- [j1]Yunpu Ma, Volker Tresp, Erik A. Daxberger:
Embedding models for episodic knowledge graphs. J. Web Semant. 59 (2019) - [i5]Yunpu Ma, Volker Tresp, Liming Zhao, Yuyi Wang:
Variational Quantum Circuit Model for Knowledge Graphs Embedding. CoRR abs/1903.00556 (2019) - 2018
- [c5]Stephan Baier, Yunpu Ma, Volker Tresp:
Improving Information Extraction from Images with Learned Semantic Models. IJCAI 2018: 5214-5218 - [c4]Yunpu Ma, Marcel Hildebrandt, Volker Tresp, Stephan Baier:
Holistic Representations for Memorization and Inference. UAI 2018: 403-413 - [i4]Yunpu Ma, Volker Tresp, Erik A. Daxberger:
Embedding Models for Episodic Memory. CoRR abs/1807.00228 (2018) - [i3]Stephan Baier, Yunpu Ma, Volker Tresp:
Improving Information Extraction from Images with Learned Semantic Models. CoRR abs/1808.08941 (2018) - [i2]Stephan Baier, Yunpu Ma, Volker Tresp:
Improving Visual Relationship Detection using Semantic Modeling of Scene Descriptions. CoRR abs/1809.00204 (2018) - 2017
- [c3]Volker Tresp, Yunpu Ma, Stephan Baier, Yinchong Yang:
Embedding Learning for Declarative Memories. ESWC (1) 2017: 202-216 - [c2]Volker Tresp, Yunpu Ma, Stephan Baier:
Learning with Knowledge Graphs. NeSy 2017 - [c1]Stephan Baier, Yunpu Ma, Volker Tresp:
Improving Visual Relationship Detection Using Semantic Modeling of Scene Descriptions. ISWC (1) 2017: 53-68 - [i1]Volker Tresp, Yunpu Ma:
The Tensor Memory Hypothesis. CoRR abs/1708.02918 (2017)
Coauthor Index
[c41] [c40] [c39] [c38] [i42] [i41] [i40] [i39] [i38] [i37] [j4] [c36] [c35] [c34] [c33] [c31] [c29] [c28] [c27] [i36] [i35] [i34] [i33] [i32] [i31] [c26] [c25] [c24] [i29] [i28] [i27] [c17] [c15] [c13] [c12] [i24] [i23] [i21] [i17] [i16] [c11] [c10] [c9] [c8] [c7] [c6] [i15] [i14] [i13] [i12] [i11] [i10] [i9] [i8] [i7] [i6] [j1] [i5] [c5] [c4] [i4] [i3] [i2] [c3] [c2] [c1] [i1]
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from 
to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the 
of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from 
, 
, and 
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from 
.
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2025-01-22 20:30 CET by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
