Yujiang Wang

59 papers A* 7A 3Misc 1Journal 45Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Dispelling the Curse of Singularities in Neural Network Optimizations.
CoRR
Hengjie Cao, Mengyi Chen, Yifeng Yang, Fang Dong, Ruijun Huang, Anrui Chen, Jixian Zhou, Mingzhi Dong, Yujiang Wang, Dongsheng Li, Wenyi Fang, Yuanyi Lin, Fan Wu, Li Shang
2026 J jnl
Multi-Head Attention as a Source of Catastrophic Forgetting in MoE Transformers.
CoRR
Anrui Chen, Ruijun Huang, Xin Zhang, Fang Dong, Hengjie Cao, Zhendong Huang, Yifeng Yang, Mengyi Chen, Jixian Zhou, Mingzhi Dong, Yujiang Wang, Jinlong Hou, Qin Lv, Robert P. Dick, Yuan Cheng, Tun Lu, Fan Yang, Li Shang
2026 J jnl
SD-MoE: Spectral Decomposition for Effective Expert Specialization.
CoRR
Ruijun Huang, Fang Dong, Xin Zhang, Hengjie Cao, Zhendong Huang, Anrui Chen, Jixian Zhou, Mengyi Chen, Yifeng Yang, Mingzhi Dong, Yujiang Wang, Jinlong Hou, Qin Lv, Robert P. Dick, Yuan Cheng, Fan Yang, Tun Lu, Chun Zhang, Li Shang
2026 J jnl
Spectra: Rethinking Optimizers for LLMs Under Spectral Anisotropy.
CoRR
Zhendong Huang, Hengjie Cao, Fang Dong, Ruijun Huang, Mengyi Chen, Yifeng Yang, Xin Zhang, Anrui Chen, Mingzhi Dong, Yujiang Wang, Jinlong Hou, Qin Lv, Robert P. Dick, Yuan Cheng, Fan Yang, Tun Lu, Li Shang
2026 J jnl
The Curse and Blessing of Mean Bias in FP4-Quantized LLM Training.
CoRR
Hengjie Cao, Zhendong Huang, Mengyi Chen, Yifeng Yang, Fanqi Yu, Ruijun Huang, Fang Dong, Xin Zhang, Jixian Zhou, Anrui Chen, Mingzhi Dong, Yujiang Wang, Jinlong Hou, Qin Lv, Yuan Cheng, Tun Lu, Fan Yang, Li Shang
2025 J jnl
ActiveEye: Enabling Continuous and Responsive Video Understanding for Smart Eyewear Systems.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Zhenyu Xu, Tianlin Lu, Yingying Zhao, Yujiang Wang, Mingzhi Dong, Yuhu Chang, Qin Lv, Robert P. Dick, Fan Yang, Tun Lu, Ning Gu, Li Shang
2025 J jnl
Denoising Reuse: Exploiting Inter-Frame Motion Consistency for Efficient Video Generation.
IEEE Trans. Circuits Syst. Video Technol.
Chenyu Wang, Shuo Yan, Yixuan Chen, Xianwei Wang, Yujiang Wang, Mingzhi Dong, Xiaochen Yang, Dongsheng Li, Rui Zhu, David A. Clifton, Robert P. Dick, Qin Lv, Fan Yang, Tun Lu, Ning Gu, Li Shang
2025 J jnl
Efficient Task Grouping Through Sample-Wise Optimisation Landscape Analysis.
IEEE Trans. Pattern Anal. Mach. Intell.
Anshul Thakur, Yichen Huang, Soheila Molaei, Yujiang Wang, David A. Clifton
2025 J jnl
FP-Age: Leveraging Face Parsing Attention for Facial Age Estimation in the Wild.
IEEE Trans. Image Process.
Yiming Lin, Jie Shen, Yujiang Wang, Maja Pantic
2025 J jnl
Metis: Training LLMs with FP4 Quantization.
CoRR
Hengjie Cao, Mengyi Chen, Yifeng Yang, Ruijun Huang, Fang Dong, Jixian Zhou, Anrui Chen, Mingzhi Dong, Yujiang Wang, Jinlong Hou, Yuan Cheng, Fan Wu, Fan Yang, Tun Lu, Ning Gu, Li Shang
2025 A* conf
Oracle-MoE: Locality-preserving Routing in the Oracle Space for Memory-constrained Large Language Model Inference.
ICML
Jixian Zhou, Fang Dong, Ruijun Huang, Hengjie Cao, Mengyi Chen, Yifeng Yang, Anrui Chen, Mingzhi Dong, Yujiang Wang, Dongsheng Li, David A. Clifton, Qin Lv, Rui Zhu, Chun Zhang, Fan Yang, Tun Lu, Ning Gu, Li Shang
2024 J jnl
Can Large Language Models Be Good Companions?: An LLM-Based Eyewear System with Conversational Common Ground.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
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
2024 J jnl
Denoising Reuse: Exploiting Inter-frame Motion Consistency for Efficient Video Latent Generation.
CoRR
Chenyu Wang, Shuo Yan, Yixuan Chen, Yujiang Wang, Mingzhi Dong, Xiaochen Yang, Dongsheng Li, Robert P. Dick, Qin Lv, Fan Yang, Tun Lu, Ning Gu, Li Shang
2024 J jnl
Efficient Task Grouping Through Samplewise Optimisation Landscape Analysis.
CoRR
Anshul Thakur, Yichen Huang, Soheila Molaei, Yujiang Wang, David A. Clifton
2024 A* conf
Once Read is Enough: Domain-specific Pretraining-free Language Models with Cluster-guided Sparse Experts for Long-tail Domain Knowledge.
NeurIPS
Fang Dong, Mengyi Chen, Jixian Zhou, Yubin Shi, Yixuan Chen, Mingzhi Dong, Yujiang Wang, Dongsheng Li, Xiaochen Yang, Rui Zhu, Robert P. Dick, Qin Lv, Fan Yang, Tun Lu, Ning Gu, Li Shang
2024 J jnl
Train Faster, Perform Better: Modular Adaptive Training in Over-Parameterized Models.
CoRR
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
2023 J jnl
Can Large Language Models Be Good Companions? An LLM-Based Eyewear System with Conversational Common Ground.
CoRR
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
2023 J jnl
Data Encoding For Healthcare Data Democratisation and Information Leakage Prevention.
CoRR
Anshul Thakur, Tingting Zhu, Vinayak Abrol, Jacob Armstrong, Yujiang Wang, David A. Clifton
2023 J jnl
Is dataset condensation a silver bullet for healthcare data sharing?
CoRR
Yujiang Wang, Anshul Thakur, Mingzhi Dong, Pingchuan Ma, Stavros Petridis, Li Shang, Tingting Zhu, David A. Clifton
2023 A* conf
Over-parameterized Model Optimization with Polyak-Łojasiewicz Condition.
ICLR
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
2023 J jnl
Self-Supervised Video-Centralised Transformer for Video Face Clustering.
IEEE Trans. Pattern Anal. Mach. Intell.
Yujiang Wang, Mingzhi Dong, Jie Shen, Yiming Luo, Yiming Lin, Pingchuan Ma, Stavros Petridis, Maja Pantic
2023 A* conf
Train Faster, Perform Better: Modular Adaptive Training in Over-Parameterized Models.
NeurIPS
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
2022 J jnl
A Reinforcement-Learning-Based Energy-Efficient Framework for Multi-Task Video Analytics Pipeline.
IEEE Trans. Multim.
Yingying Zhao, Mingzhi Dong, Yujiang Wang, Da Feng, Qin Lv, Robert P. Dick, Dongsheng Li, Tun Lu, Ning Gu, Li Shang
2022 J jnl
Do Smart Glasses Dream of Sentimental Visions? Deep Emotionship Analysis for Eyewear Devices.
CoRR
Yingying Zhao, Yuhu Chang, Yutian Lu, Yujiang Wang, Mingzhi Dong, Qin Lv, Robert P. Dick, Fan Yang, Tun Lu, Ning Gu, Li Shang
2022 J jnl
Do Smart Glasses Dream of Sentimental Visions?: Deep Emotionship Analysis for Eyewear Devices.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Yingying Zhao, Yuhu Chang, Yutian Lu, Yujiang Wang, Mingzhi Dong, Qin Lv, Robert P. Dick, Fan Yang, Tun Lu, Ning Gu, Li Shang
2022 A* conf
Recursive Disentanglement Network.
ICLR
Yixuan Chen, Yubin Shi, Dongsheng Li, Yujiang Wang, Mingzhi Dong, Yingying Zhao, Robert P. Dick, Qin Lv, Fan Yang, Li Shang
2022 J jnl
Self-supervised Video-centralised Transformer for Video Face Clustering.
CoRR
Yujiang Wang, Mingzhi Dong, Jie Shen, Yiming Luo, Yiming Lin, Pingchuan Ma, Stavros Petridis, Maja Pantic
2022 Misc conf
Training Strategies for Improved Lip-Reading.
ICASSP
Pingchuan Ma, Yujiang Wang, Stavros Petridis, Jie Shen, Maja Pantic
2022 J jnl
Training Strategies for Improved Lip-reading.
CoRR
Pingchuan Ma, Yujiang Wang, Stavros Petridis, Jie Shen, Maja Pantic
2022 J jnl
Unveiling Causal Attention in Dogs' Eyes with Smart Eyewear.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
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
2021 J jnl
A Reinforcement-Learning-Based Energy-Efficient Framework for Multi-Task Video Analytics Pipeline.
CoRR
Yingying Zhao, Mingzhi Dong, Yujiang Wang, Da Feng, Qin Lv, Robert P. Dick, Dongsheng Li, Tun Lu, Ning Gu, Li Shang
2021 J jnl
Domain Generalisation for Apparent Emotional Facial Expression Recognition across Age-Groups.
CoRR
Rafael Poyiadzi, Jie Shen, Stavros Petridis, Yujiang Wang, Maja Pantic
2021 — —
Dynamic face parsing in the wild
Yujiang Wang
2021 J jnl
FP-Age: Leveraging Face Parsing Attention for Facial Age Estimation in the Wild.
CoRR
Yiming Lin, Jie Shen, Yujiang Wang, Maja Pantic
2021 A conf
Lip-reading with Densely Connected Temporal Convolutional Networks.
WACV
Pingchuan Ma, Yujiang Wang, Jie Shen, Stavros Petridis, Maja Pantic
2021 J jnl
MemX: An Attention-Aware Smart Eyewear System for Personalized Moment Auto-capture.
CoRR
Yuhu Chang, Yingying Zhao, Mingzhi Dong, Yujiang Wang, Yutian Lu, Qin Lv, Robert P. Dick, Tun Lu, Ning Gu, Li Shang
2021 J jnl
MemX: An Attention-Aware Smart Eyewear System for Personalized Moment Auto-capture.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Yuhu Chang, Yingying Zhao, Mingzhi Dong, Yujiang Wang, Yutian Lu, Qin Lv, Robert P. Dick, Tun Lu, Ning Gu, Li Shang
2021 J jnl
RoI Tanh-polar Transformer Network for Face Parsing in the Wild.
CoRR
Yiming Lin, Jie Shen, Yujiang Wang, Maja Pantic
2021 J jnl
RoI Tanh-polar transformer network for face parsing in the wild.
Image Vis. Comput.
Yiming Lin, Jie Shen, Yujiang Wang, Maja Pantic
2020 J jnl
Dilated Convolutions with Lateral Inhibitions for Semantic Image Segmentation.
CoRR
Yujiang Wang, Mingzhi Dong, Jie Shen, Yiming Lin, Maja Pantic
2020 A* conf
Dynamic Face Video Segmentation via Reinforcement Learning.
CVPR
Yujiang Wang, Mingzhi Dong, Jie Shen, Yang Wu, Shiyang Cheng, Maja Pantic
2020 J jnl
End-to-end visual speech recognition for small-scale datasets.
Pattern Recognit. Lett.
Stavros Petridis, Yujiang Wang, Pingchuan Ma, Zuwei Li, Maja Pantic
2020 A* conf
Generalization Bound of Gradient Descent for Non-Convex Metric Learning.
NeurIPS
Mingzhi Dong, Xiaochen Yang, Rui Zhu, Yujiang Wang, Jing-Hao Xue
2020 J jnl
Learning Local Metrics and Influential Regions for Classification.
IEEE Trans. Pattern Anal. Mach. Intell.
Mingzhi Dong, Yujiang Wang, Xiaochen Yang, Jing-Hao Xue
2020 J jnl
Lip-reading with Densely Connected Temporal Convolutional Networks.
CoRR
Pingchuan Ma, Yujiang Wang, Jie Shen, Stavros Petridis, Maja Pantic
2020 A conf
Shape Constrained Network for Eye Segmentation in the Wild.
WACV
Bingnan Luo, Jie Shen, Shiyang Cheng, Yujiang Wang, Maja Pantic
2019 J jnl
A real-time and unsupervised face re-identification system for human-robot interaction.
Pattern Recognit. Lett.
Yujiang Wang, Jie Shen, Stavros Petridis, Maja Pantic
2019 J jnl
Dynamic Face Video Segmentation via Reinforcement Learning.
CoRR
Yujiang Wang, Jie Shen, Mingzhi Dong, Yang Wu, Shiyang Cheng, Maja Pantic
2019 J jnl
End-to-End Visual Speech Recognition for Small-Scale Datasets.
CoRR
Stavros Petridis, Yujiang Wang, Pingchuan Ma, Zuwei Li, Maja Pantic
2019 J jnl
Face Mask Extraction in Video Sequence.
Int. J. Comput. Vis.
Yujiang Wang, Bingnan Luo, Jie Shen, Maja Pantic
2019 J jnl
Shape Constrained Network for Eye Segmentation in the Wild.
CoRR
Bingnan Luo, Jie Shen, Shiyang Cheng, Yujiang Wang, Maja Pantic
2018 J jnl
A real-time and unsupervised face Re-Identification system for Human-Robot Interaction.
CoRR
Yujiang Wang, Jie Shen, Stavros Petridis, Maja Pantic
2018 J jnl
Face Mask Extraction in Video Sequence.
CoRR
Yujiang Wang, Bingnan Luo, Jie Shen, Maja Pantic
2018 J jnl
Learning Local Metrics and Influential Regions for Classification.
CoRR
Mingzhi Dong, Yujiang Wang, Xiaochen Yang, Jing-Hao Xue
2018 — conf
The iBUG Eye Segmentation Dataset.
ICCSW
Bingnan Luo, Jie Shen, Yujiang Wang, Maja Pantic
2017 — conf
End-to-End Audiovisual Fusion with LSTMs.
AVSP
Stavros Petridis, Yujiang Wang, Zuwei Li, Maja Pantic
2017 J jnl
End-to-End Audiovisual Fusion with LSTMs.
CoRR
Stavros Petridis, Yujiang Wang, Zuwei Li, Maja Pantic
2017 A conf
End-to-End Multi-View Lipreading.
BMVC
Stavros Petridis, Yujiang Wang, Zuwei Li, Maja Pantic
2017 J jnl
End-to-End Multi-View Lipreading.
CoRR
Stavros Petridis, Yujiang Wang, Zuwei Li, Maja Pantic