Alert button
Picture for Yunpu Ma

Yunpu Ma

Alert button

Quantum Architecture Search with Unsupervised Representation Learning

Jan 21, 2024
Yize Sun, Zixin Wu, Yunpu Ma, Volker Tresp

Viaarxiv icon

Zero-Shot Relational Learning on Temporal Knowledge Graphs with Large Language Models

Nov 15, 2023
Zifeng Ding, Heling Cai, Jingpei Wu, Yunpu Ma, Ruotong Liao, Bo Xiong, Volker Tresp

Viaarxiv icon

GraphextQA: A Benchmark for Evaluating Graph-Enhanced Large Language Models

Oct 12, 2023
Yuanchun Shen, Ruotong Liao, Zhen Han, Yunpu Ma, Volker Tresp

Figure 1 for GraphextQA: A Benchmark for Evaluating Graph-Enhanced Large Language Models
Figure 2 for GraphextQA: A Benchmark for Evaluating Graph-Enhanced Large Language Models
Figure 3 for GraphextQA: A Benchmark for Evaluating Graph-Enhanced Large Language Models
Figure 4 for GraphextQA: A Benchmark for Evaluating Graph-Enhanced Large Language Models
Viaarxiv icon

GenTKG: Generative Forecasting on Temporal Knowledge Graph

Oct 11, 2023
Ruotong Liao, Xu Jia, Yunpu Ma, Volker Tresp

Figure 1 for GenTKG: Generative Forecasting on Temporal Knowledge Graph
Figure 2 for GenTKG: Generative Forecasting on Temporal Knowledge Graph
Figure 3 for GenTKG: Generative Forecasting on Temporal Knowledge Graph
Figure 4 for GenTKG: Generative Forecasting on Temporal Knowledge Graph
Viaarxiv icon

Differentiable Quantum Architecture Search for Quantum Reinforcement Learning

Sep 20, 2023
Yize Sun, Yunpu Ma, Volker Tresp

Figure 1 for Differentiable Quantum Architecture Search for Quantum Reinforcement Learning
Figure 2 for Differentiable Quantum Architecture Search for Quantum Reinforcement Learning
Figure 3 for Differentiable Quantum Architecture Search for Quantum Reinforcement Learning
Viaarxiv icon

Benchmarking Robustness of Adaptation Methods on Pre-trained Vision-Language Models

Jun 11, 2023
Shuo Chen, Jindong Gu, Zhen Han, Yunpu Ma, Philip Torr, Volker Tresp

Figure 1 for Benchmarking Robustness of Adaptation Methods on Pre-trained Vision-Language Models
Figure 2 for Benchmarking Robustness of Adaptation Methods on Pre-trained Vision-Language Models
Figure 3 for Benchmarking Robustness of Adaptation Methods on Pre-trained Vision-Language Models
Figure 4 for Benchmarking Robustness of Adaptation Methods on Pre-trained Vision-Language Models
Viaarxiv icon

Improving Few-Shot Inductive Learning on Temporal Knowledge Graphs using Confidence-Augmented Reinforcement Learning

Apr 02, 2023
Zifeng Ding, Jingpei Wu, Zongyue Li, Yunpu Ma, Volker Tresp

Figure 1 for Improving Few-Shot Inductive Learning on Temporal Knowledge Graphs using Confidence-Augmented Reinforcement Learning
Figure 2 for Improving Few-Shot Inductive Learning on Temporal Knowledge Graphs using Confidence-Augmented Reinforcement Learning
Figure 3 for Improving Few-Shot Inductive Learning on Temporal Knowledge Graphs using Confidence-Augmented Reinforcement Learning
Figure 4 for Improving Few-Shot Inductive Learning on Temporal Knowledge Graphs using Confidence-Augmented Reinforcement Learning
Viaarxiv icon

Few-Shot Inductive Learning on Temporal Knowledge Graphs using Concept-Aware Information

Nov 15, 2022
Zifeng Ding, Jingpei Wu, Bailan He, Yunpu Ma, Zhen Han, Volker Tresp

Figure 1 for Few-Shot Inductive Learning on Temporal Knowledge Graphs using Concept-Aware Information
Figure 2 for Few-Shot Inductive Learning on Temporal Knowledge Graphs using Concept-Aware Information
Figure 3 for Few-Shot Inductive Learning on Temporal Knowledge Graphs using Concept-Aware Information
Figure 4 for Few-Shot Inductive Learning on Temporal Knowledge Graphs using Concept-Aware Information
Viaarxiv icon

Forecasting Question Answering over Temporal Knowledge Graphs

Aug 12, 2022
Zifeng Ding, Ruoxia Qi, Zongyue Li, Bailan He, Jingpei Wu, Yunpu Ma, Zhao Meng, Zhen Han, Volker Tresp

Figure 1 for Forecasting Question Answering over Temporal Knowledge Graphs
Figure 2 for Forecasting Question Answering over Temporal Knowledge Graphs
Figure 3 for Forecasting Question Answering over Temporal Knowledge Graphs
Figure 4 for Forecasting Question Answering over Temporal Knowledge Graphs
Viaarxiv icon

Learning Meta Representations of One-shot Relations for Temporal Knowledge Graph Link Prediction

May 21, 2022
Zifeng Ding, Bailan He, Yunpu Ma, Zhen Han, Volker Tresp

Figure 1 for Learning Meta Representations of One-shot Relations for Temporal Knowledge Graph Link Prediction
Figure 2 for Learning Meta Representations of One-shot Relations for Temporal Knowledge Graph Link Prediction
Figure 3 for Learning Meta Representations of One-shot Relations for Temporal Knowledge Graph Link Prediction
Figure 4 for Learning Meta Representations of One-shot Relations for Temporal Knowledge Graph Link Prediction
Viaarxiv icon