Mingkui Tan

About Mingkui Tan

Mingkui Tan, With an exceptional h-index of 54 and a recent h-index of 49 (since 2020), a distinguished researcher at South China University of Technology, specializes in the field of Machine Learning, Large-scale Optimization.

His recent articles reflect a diverse array of research interests and contributions to the field:

Face anti-spoofing with cross-stage relation enhancement and spoof material perception

Uncertainty-Calibrated Test-Time Model Adaptation without Forgetting

Decoupled Prototype Learning for Reliable Test-Time Adaptation

Automated Dominative Subspace Mining for Efficient Neural Architecture Search

Towards Robust and Efficient Cloud-Edge Elastic Model Adaptation via Selective Entropy Distillation

Calibrate the inter-observer segmentation uncertainty via diagnosis-first principle

Detecting Machine-Generated Texts by Multi-Population Aware Optimization for Maximum Mean Discrepancy

G-NeRF: Geometry-enhanced Novel View Synthesis from Single-View Images

Mingkui Tan Information

University

Position

___

Citations(all)

12178

Citations(since 2020)

11034

Cited By

3648

hIndex(all)

54

hIndex(since 2020)

49

i10Index(all)

116

i10Index(since 2020)

111

Email

University Profile Page

Google Scholar

Mingkui Tan Skills & Research Interests

Machine Learning

Large-scale Optimization

Top articles of Mingkui Tan

Title

Journal

Author(s)

Publication Date

Face anti-spoofing with cross-stage relation enhancement and spoof material perception

Neural Networks

Daiyuan Li

Guo Chen

Xixian Wu

Zitong Yu

Mingkui Tan

2024/7/1

Uncertainty-Calibrated Test-Time Model Adaptation without Forgetting

arXiv preprint arXiv:2403.11491

Mingkui Tan

Guohao Chen

Jiaxiang Wu

Yifan Zhang

Yaofo Chen

...

2024/3/18

Decoupled Prototype Learning for Reliable Test-Time Adaptation

arXiv preprint arXiv:2401.08703

Guowei Wang

Changxing Ding

Wentao Tan

Mingkui Tan

2024/1/15

Automated Dominative Subspace Mining for Efficient Neural Architecture Search

IEEE Transactions on Circuits and Systems for Video Technology

Yaofo Chen

Yong Guo

Daihai Liao

Fanbing Lv

Hengjie Song

...

2024/4/30

Towards Robust and Efficient Cloud-Edge Elastic Model Adaptation via Selective Entropy Distillation

Yaofo Chen

Shuaicheng Niu

Shoukai Xu

Hengjie Song

Yaowei Wang

...

2024/1/6

Calibrate the inter-observer segmentation uncertainty via diagnosis-first principle

arXiv preprint arXiv:2208.03016

Junde Wu

Huihui Fang

Hoayi Xiong

Lixin Duan

Mingkui Tan

...

2022/8/5

Detecting Machine-Generated Texts by Multi-Population Aware Optimization for Maximum Mean Discrepancy

arXiv preprint arXiv:2402.16041

Shuhai Zhang

Yiliao Song

Jiahao Yang

Yuanqing Li

Bo Han

...

2024/2/25

G-NeRF: Geometry-enhanced Novel View Synthesis from Single-View Images

arXiv preprint arXiv:2404.07474

Zixiong Huang

Qi Chen

Libo Sun

Yifan Yang

Naizhou Wang

...

2024/4/11

Efficient test-time adaptation for super-resolution with second-order degradation and reconstruction

Advances in Neural Information Processing Systems

Zeshuai Deng

Zhuokun Chen

Shuaicheng Niu

Thomas Li

Bohan Zhuang

...

2024/2/13

HiLo: Detailed and Robust 3D Clothed Human Reconstruction with High-and Low-Frequency Information of Parametric Models

arXiv preprint arXiv:2404.04876

Yifan Yang

Dong Liu

Shuhai Zhang

Zeshuai Deng

Zixiong Huang

...

2024/4/7

AlphaFin: Benchmarking Financial Analysis with Retrieval-Augmented Stock-Chain Framework

arXiv preprint arXiv:2403.12582

Xiang Li

Zhenyu Li

Chen Shi

Yong Xu

Qing Du

...

2024/3/19

FGPrompt: Fine-grained Goal Prompting for Image-goal Navigation

Advances in Neural Information Processing Systems

Xinyu Sun

Peihao Chen

Jugang Fan

Jian Chen

Thomas Li

...

2024/2/13

Generative Data Free Model Quantization with Knowledge Matching for Classification

IEEE Transactions on Circuits and Systems for Video Technology

Shoukai Xu

Shuhai Zhang

Jing Liu

Bohan Zhuang

Yaowei Wang

...

2023/5/23

Image Captioning With Controllable and Adaptive Length Levels

IEEE Transactions on Pattern Analysis and Machine Intelligence

Ning Ding

Chaorui Deng

Mingkui Tan

Qing Du

Zhiwei Ge

...

2023/11/6

Hard sample matters a lot in zero-shot quantization

Huantong Li

Xiangmiao Wu

Fanbing Lv

Daihai Liao

Thomas H Li

...

2023

Towards stable test-time adaptation in dynamic wild world

Shuaicheng Niu*

Jiaxiang Wu*

Yifan Zhang*

Zhiquan Wen

Yaofo Chen

...

2023/5

Test-time model adaptation for visual question answering with debiased self-supervisions

IEEE Transactions on Multimedia

Zhiquan Wen

Shuaicheng Niu

Ge Li

Qingyao Wu

Mingkui Tan

...

2023/7/5

Imbalance-Agnostic Source-Free Domain Adaptation via Avatar Prototype Alignment

arXiv preprint arXiv:2305.12649

Hongbin Lin

Mingkui Tan

Yifan Zhang

Zhen Qiu

Shuaicheng Niu

...

2023/5/22

Towards Robust and Efficient Cloud-Edge Model Adaptation via Selective Entropy Distillation

Yaofo Chen

Shuaicheng Niu

Shoukai Xu

Hengjie Song

Mingkui Tan

...

2023/10/13

Pareto-aware neural architecture generation for diverse computational budgets

Yong Guo

Yaofo Chen

Yin Zheng

Qi Chen

Peilin Zhao

...

2023

See List of Professors in Mingkui Tan University(South China University of Technology)

Co-Authors

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