Minfeng Zhu

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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. …

Bo Pan , Jiaying Lu , Haoxuan Li , Weifeng Chen , Yiyao Wang , Minfeng Zhu , Chenhao Yu , Wei Chen

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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 …

Yingchaojie Feng , Xingbo Wang , Kam Kwai Wong , Sijia Wang , Yuhong Lu , Minfeng Zhu , Baicheng Wang , Wei Chen

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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 …

Zhen Wen , Yihan Liu , Siwei Tan , Jieyi Chen , Minfeng Zhu , Dongming Han , Jianwei Yin , Mingliang Xu , Wei Chen

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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 …

Haozhe Feng , Kezhi Kong , Minghao Chen , Tianye Zhang , Minfeng Zhu , Wei Chen

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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 …

Haozhe Feng , Zhaoyang You , Minghao Chen , Tianye Zhang , Minfeng Zhu , Fei Wu , Chao Wu , Wei Chen

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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 …

Minfeng Zhu , Wei Chen , Yuanzhe Hu , Yuxuan Hou , Liangjun Liu , Kaiyuan Zhang

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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 …

Jiacheng Pan , Wei Chen , Xiaodong Zhao , Shuyue Zhou , Wei Zeng , Minfeng Zhu , Jian Chen , Siwei Fu , Yingcai Wu

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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 …

Minfeng Zhu , Pingbo Pan , Wei Chen , Yi Yang

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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 …

Zhaosong Huang , Ye Zhao , Wei Chen , Shengjie Gao , Kejie Yu , Weixia Xu , Mingjie Tang , Minfeng Zhu , Mingliang Xu

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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 …

Minfeng Zhu , Pingbo Pan , Wei Chen , Yi Yang

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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 …

Minfeng Zhu , Wei Chen , Jiazhi Xia , Yuxin Ma , Yankong Zhang , Yuetong Luo , Zhaosong Huang , Liangjun Liu

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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 …

Wei Chen , Zhaosong Huang , Feiran Wu , Minfeng Zhu , Huihua Guan , Ross Maciejewski

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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 …

Tianlong Gu , Minfeng Zhu , Wei Chen , Zhaosong Huang , Ross Maciejewski , Liang Chang

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