Minfeng Zhu
Latest
Differentiable Design Galleries: A Differentiable Approach to Explore the Design Space of Transfer Functions
IEEE VIS | Proceedings of the IEEE VIS: Visualization & Visual Analytics
The transfer function is crucial for direct volume rendering (DVR) to create an informative visual representation of volumetric data. …
PromptMagician: Interactive Prompt Engineering for Text-to-Image Creation
IEEE VIS | Proceedings of the IEEE VIS: Visualization & Visual Analytics
Generative text-to-image models have gained great popularity among the public for their powerful capability to generate high-quality …
Quantivine: A Visualization Approach for Large-scale Quantum Circuit Representation and Analysis
IEEE VIS | Proceedings of the IEEE VIS: Visualization & Visual Analytics
Quantum computing is a rapidly evolving field that enables exponential speed-up over classical algorithms. At the heart of this …
SHOT-VAE: Semi-supervised Deep Generative Models With Label-aware ELBO Approximations
AAAI | Proceedings of the AAAI Conference on Artificial Intelligence
Semi-supervised variational autoencoders (VAEs) have obtained strong results, but have also encountered the challenge that good ELBO …
KD3A: Unsupervised Multi-Source Decentralized Domain Adaptation via Knowledge Distillation
ICML | Proceedings of the Thirty-eighth International Conference on Machine Learning
Conventional unsupervised multi-source domain adaptation (UMDA) methods assume all source domains can be accessed directly. This …
DRGraph: An Efficient Graph Layout Algorithm for Large-scale Graphs by Dimensionality Reduction
TVCG | IEEE Transactions on Visualization and Computer Graphics
Efficient layout of large-scale graphs remains a challenging problem: the force-directed and dimensionality reduction-based methods …
Exemplar-based Layout Fine-tuning for Node-link Diagrams
IEEE TVCG | IEEE Transactions on Visualization and Computer Graphics
We design and evaluate a novel layout fine-tuning technique for node-link diagrams that facilitates exemplar-based adjustment of a …
EEMEFN: Low-Light Image Enhancement via Edge-Enhanced Multi-Exposure Fusion Network
AAAI | Proceedings of the 34th AAAI Conference on Artificial Intelligence
This work focuses on the extremely low-light image enhance-ment, which aims to improve image brightness and revealhidden information in …
A Natural-language-based Visual Query Approach of Uncertain Human Trajectories
IEEE TVCG | IEEE Transactions on Visualization and Computer Graphics
Visual querying is essential for interactively exploring massive trajectory data. However, the data uncertainty imposes profound …
DM-GAN: Dynamic Memory Generative Adversarial Networks for Text-to-Image Synthesis.
IEEE CVPR | IEEE/CVF Conference on Computer Vision and Pattern Recognition
In this paper, we focus on generating realistic images from text descriptions. Current methods first generate an initial image with …
location2vec: a situation-aware representation for visual exploration of urban locations
IEEE TITS | IEEE Transactions on Intelligent Transportation Systems
Understanding the relationship between urban locations is an essential task in urban planning and transportation management. Whereas …
VAUD: A visual analysis approach for exploring spatio-temporal urban data.
IEEE TVCG | IEEE Transactions on Visualization and Computer Graphics
Urban data is massive, heterogeneous, and spatio-temporal, posing a substantial challenge for visualization and analysis. In this …
Structuring Mobility Transition With an Adaptive Graph Representation.
IEEE TCSS | IEEE Transactions on Computational Social Systems
Modeling human mobility is a critical task in fields such as urban planning, ecology, and epidemiology. Given the current use of mobile …
Latest
Minfeng Zhu presenting TVCG Paper “DRGraph: An Efficient Graph Layout Algorithm for Large-scale Graphs by Dimensionality Reduction” at IEEE InfoVis 2020
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TVCG Paper: DRGraph: An Efficient Graph Layout Algorithm for Large-scale Graphs by Dimensionality Reduction.
