Mingzhi Dong

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 35

Top Topics

Video Analytics

Hand Gesture Recognition

Reinforcement Learning

Top Venues

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.

IEEE Trans. Pattern Anal. Mach. Intell.

Publications

Xiaochen Yang, Yiwen Guo, Mingzhi Dong, Jing-Hao Xue
Toward Certified Robustness of Distance Metric Learning. IEEE Trans. Neural Networks Learn. Syst. 35 (3) (2024)
Zhenyu Xu, Hailin Xu, Zhouyang Lu, Yingying Zhao, Rui Zhu, Yujiang Wang, Mingzhi Dong, Yuhu Chang, Qin Lv, Robert P. Dick, Fan Yang, Tun Lu, Ning Gu, Li Shang
Can Large Language Models Be Good Companions?: An LLM-Based Eyewear System with Conversational Common Ground. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 8 (2) (2024)
Yubin Shi, Yixuan Chen, Mingzhi Dong, Xiaochen Yang, Dongsheng Li, Yujiang Wang, Robert P. Dick, Qin Lv, Yingying Zhao, Fan Yang, Tun Lu, Ning Gu, Li Shang
Train Faster, Perform Better: Modular Adaptive Training in Over-Parameterized Models. CoRR (2024)
Zhenyu Xu, Hailin Xu, Zhouyang Lu, Yingying Zhao, Rui Zhu, Yujiang Wang, Mingzhi Dong, Yuhu Chang, Qin Lv, Robert P. Dick, Fan Yang, Tun Lu, Ning Gu, Li Shang
Can Large Language Models Be Good Companions? An LLM-Based Eyewear System with Conversational Common Ground. CoRR (2023)
Yixuan Chen, Yubin Shi, Mingzhi Dong, Xiaochen Yang, Dongsheng Li, Yujiang Wang, Robert P. Dick, Qin Lv, Yingying Zhao, Fan Yang, Ning Gu, Li Shang
Over-parameterized Model Optimization with Polyak-Łojasiewicz Condition. ICLR (2023)
Yujiang Wang, Mingzhi Dong, Jie Shen, Yiming Luo, Yiming Lin, Pingchuan Ma, Stavros Petridis, Maja Pantic
Self-Supervised Video-Centralised Transformer for Video Face Clustering. IEEE Trans. Pattern Anal. Mach. Intell. 45 (11) (2023)
Xiangyao Qi, Qi Lu, Wentao Pan, Yingying Zhao, Rui Zhu, Mingzhi Dong, Yuhu Chang, Qin Lv, Robert P. Dick, Fan Yang, Tun Lu, Ning Gu, Li Shang
CASES: A Cognition-Aware Smart Eyewear System for Understanding How People Read. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 7 (3) (2023)
Yujiang Wang, Anshul Thakur, Mingzhi Dong, Pingchuan Ma, Stavros Petridis, Li Shang, Tingting Zhu, David A. Clifton
Is dataset condensation a silver bullet for healthcare data sharing? CoRR (2023)
Yiting Liu, Ziyi Ju, Zhengming Li, Mingzhi Dong, Hai Zhou, Jia Wang, Fan Yang, Xuan Zeng, Li Shang
GraphPlanner: Floorplanning with Graph Neural Network. ACM Trans. Design Autom. Electr. Syst. 28 (2) (2023)
Yubin Shi, Yixuan Chen, Mingzhi Dong, Xiaochen Yang, Dongsheng Li, Yujiang Wang, Robert P. Dick, Qin Lv, Yingying Zhao, Fan Yang, Tun Lu, Ning Gu, Li Shang
Train Faster, Perform Better: Modular Adaptive Training in Over-Parameterized Models. NeurIPS (2023)
Yingying Zhao, Yuhu Chang, Yutian Lu, Yujiang Wang, Mingzhi Dong, Qin Lv, Robert P. Dick, Fan Yang, Tun Lu, Ning Gu, Li Shang
Do Smart Glasses Dream of Sentimental Visions? Deep Emotionship Analysis for Eyewear Devices. CoRR (2022)
Yiting Liu, Ziyi Ju, Zhengming Li, Mingzhi Dong, Hai Zhou, Jia Wang, Fan Yang, Xuan Zeng, Li Shang
Floorplanning with graph attention. DAC (2022)
Yingying Zhao, Ning Li, Wentao Pan, Yujiang Wang, Mingzhi Dong, Sharon Xianghua Ding, Qin Lv, Robert P. Dick, Dongsheng Li, Fan Yang, Tun Lu, Ning Gu, Li Shang
Unveiling Causal Attention in Dogs' Eyes with Smart Eyewear. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 6 (4) (2022)
Yingying Zhao, Mingzhi Dong, Yujiang Wang, Da Feng, Qin Lv, Robert P. Dick, Dongsheng Li, Tun Lu, Ning Gu, Li Shang
A Reinforcement-Learning-Based Energy-Efficient Framework for Multi-Task Video Analytics Pipeline. IEEE Trans. Multim. 24 (2022)
Yujiang Wang, Mingzhi Dong, Jie Shen, Yiming Luo, Yiming Lin, Pingchuan Ma, Stavros Petridis, Maja Pantic
Self-supervised Video-centralised Transformer for Video Face Clustering. CoRR (2022)
Yixuan Chen, Yubin Shi, Dongsheng Li, Yujiang Wang, Mingzhi Dong, Yingying Zhao, Robert P. Dick, Qin Lv, Fan Yang, Li Shang
Recursive Disentanglement Network. ICLR (2022)
Yingying Zhao, Yuhu Chang, Yutian Lu, Yujiang Wang, Mingzhi Dong, Qin Lv, Robert P. Dick, Fan Yang, Tun Lu, Ning Gu, Li Shang
Do Smart Glasses Dream of Sentimental Visions?: Deep Emotionship Analysis for Eyewear Devices. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 6 (1) (2022)
Yingying Zhao, Mingzhi Dong, Yujiang Wang, Da Feng, Qin Lv, Robert P. Dick, Dongsheng Li, Tun Lu, Ning Gu, Li Shang
A Reinforcement-Learning-Based Energy-Efficient Framework for Multi-Task Video Analytics Pipeline. CoRR (2021)
Yuhu Chang, Yingying Zhao, Mingzhi Dong, Yujiang Wang, Yutian Lu, Qin Lv, Robert P. Dick, Tun Lu, Ning Gu, Li Shang
MemX: An Attention-Aware Smart Eyewear System for Personalized Moment Auto-capture. CoRR (2021)
Yuhu Chang, Yingying Zhao, Mingzhi Dong, Yujiang Wang, Yutian Lu, Qin Lv, Robert P. Dick, Tun Lu, Ning Gu, Li Shang
MemX: An Attention-Aware Smart Eyewear System for Personalized Moment Auto-capture. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 5 (2) (2021)
Xiaochen Yang, Mingzhi Dong, Ziyu Wang, Lianru Gao, Lefei Zhang, Jing-Hao Xue
Data-augmented matched subspace detector for hyperspectral subpixel target detection. Pattern Recognit. 106 (2020)
Yujiang Wang, Mingzhi Dong, Jie Shen, Yiming Lin, Maja Pantic
Dilated Convolutions with Lateral Inhibitions for Semantic Image Segmentation. CoRR (2020)
Yujiang Wang, Mingzhi Dong, Jie Shen, Yang Wu, Shiyang Cheng, Maja Pantic
Dynamic Face Video Segmentation via Reinforcement Learning. CVPR (2020)
Xiaochen Yang, Yiwen Guo, Mingzhi Dong, Jing-Hao Xue
Towards Certified Robustness of Metric Learning. CoRR (2020)
Mingzhi Dong, Yujiang Wang, Xiaochen Yang, Jing-Hao Xue
Learning Local Metrics and Influential Regions for Classification. IEEE Trans. Pattern Anal. Mach. Intell. 42 (6) (2020)
Mingzhi Dong, Xiaochen Yang, Rui Zhu, Yujiang Wang, Jing-Hao Xue
Generalization Bound of Gradient Descent for Non-Convex Metric Learning. NeurIPS (2020)
Xiaochen Yang, Mingzhi Dong, Yiwen Guo, Jing-Hao Xue
Metric Learning for Categorical and Ambiguous Features: An Adversarial Method. ECML/PKDD (2) (2020)
Rui Zhu, Mingzhi Dong, Jing-Hao Xue
Learning distance to subspace for the nearest subspace methods in high-dimensional data classification. Inf. Sci. 481 (2019)
Yujiang Wang, Jie Shen, Mingzhi Dong, Yang Wu, Shiyang Cheng, Maja Pantic
Dynamic Face Video Segmentation via Reinforcement Learning. CoRR (2019)
Kunkun Pang, Mingzhi Dong, Yang Wu, Timothy M. Hospedales
Dynamic Ensemble Active Learning: A Non-Stationary Bandit with Expert Advice. CoRR (2018)
Kunkun Pang, Mingzhi Dong, Yang Wu, Timothy M. Hospedales
Meta-Learning Transferable Active Learning Policies by Deep Reinforcement Learning. CoRR (2018)
Mingzhi Dong, Xiaochen Yang, Yang Wu, Jing-Hao Xue
Metric Learning via Maximizing the Lipschitz Margin Ratio. CoRR (2018)
Mingzhi Dong, Yujiang Wang, Xiaochen Yang, Jing-Hao Xue
Learning Local Metrics and Influential Regions for Classification. CoRR (2018)
Kunkun Pang, Mingzhi Dong, Yang Wu, Timothy M. Hospedales
Dynamic Ensemble Active Learning: A Non-Stationary Bandit with Expert Advice. ICPR (2018)
Mingzhi Dong, Kunkun Pang, Yang Wu, Jing-Hao Xue, Timothy M. Hospedales, Tsukasa Ogasawara
Transferring CNNS to multi-instance multi-label classification on small datasets. ICIP (2017)
Rui Zhu, Mingzhi Dong, Jing-Hao Xue
Spectral Nonlocal Restoration of Hyperspectral Images With Low-Rank Property. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8 (6) (2015)
Liang Yin, Mingzhi Dong, Ying Duan, Weihong Deng, Kaili Zhao, Jun Guo
A high-performance training-free approach for hand gesture recognition with accelerometer. Multim. Tools Appl. 72 (1) (2014)
Kaili Zhao, Honggang Zhang, Mingzhi Dong, Jun Guo, Yonggang Qi, Yi-Zhe Song
A multi-label classification approach for Facial Expression Recognition. VCIP (2013)
Mingzhi Dong, Liang Yin
A Maximum K-Min Approach for Classification. AAAI (2013)
Mingzhi Dong, Liang Yin, Weihong Deng, Li Shang, Jun Guo, Honggang Zhang
A Maximum K-Min Approach for Classification. AAAI (2013)
Mingzhi Dong, Liang Yin, Weihong Deng, Qiang Wang, Caixia Yuan, Jun Guo, Li Shang, Liwei Ma
A Linear Max K-min classifier. ICPR (2012)
Mingzhi Dong, Liang Yin, Weihong Deng, Jun Guo, Weiran Xu
A Computationally Efficient Algorithm for Building Statistical Color Models. ICME Workshops (2012)
Liang Yin, Mingzhi Dong, Weihong Deng, Jun Guo, Bin Zhang
Statistical Color Model Based Adult Video Filter. ICME Workshops (2012)
Mingzhi Dong, Liang Yin, Jun Guo, Weihong Deng, Weiran Xu
Integrative labeling based statistical color models with application to skin detection. ICIP (2012)