Muxin Liao

41 papers A* 1Journal 39Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
A lightweight pruning framework with minimal retraining using Taylor expansion and multi-knowledge preservation strategy.
Eng. Appl. Artif. Intell.
Suyun Lian, Yang Zhao, Jiajian Cai, Muxin Liao, Stefan Poslad, Jihong Pei
2026 J jnl
CRLNet: Cascaded Resolution Learning Network for Natural Scenes Segmentation.
IEEE Intell. Syst.
Wei Li, Shishun Tian, Guoguang Hua, Muxin Liao, Yuhang Zhang, Wenbin Zou
2026 J jnl
Cascaded interaction and selective calibration for unsupervised domain adaptive semantic segmentation in urban scenes.
Expert Syst. Appl.
Muxin Liao, Yingqiong Peng, Yuling Jin, Yuting Sun, Wenju Huang, Yinglong Wang
2026 J jnl
Prototype-guided domain-invariant enhancement and domain-specific normalization for domain generalization semantic segmentation.
Eng. Appl. Artif. Intell.
Muxin Liao, Chengle Yin, Yuhang Zhang, Haoyuan Yang, Wenju Huang, Yingqiong Peng, Yinglong Wang
2025 J jnl
A global reweighting approach for cross-domain semantic segmentation.
Signal Process. Image Commun.
Yuhang Zhang, Shishun Tian, Muxin Liao, Guoguang Hua, Wenbin Zou, Chen Xu
2025 J jnl
A progressive segmentation network for navigable areas with semantic-spatial information flow.
Expert Syst. Appl.
Wei Li, Muxin Liao, Wenbin Zou
2025 J jnl
A terrain segmentation network for navigable areas with global strip reliability evaluation and dynamic fusion.
Expert Syst. Appl.
Wei Li, Muxin Liao, Wenbin Zou
2025 J jnl
Class-Balanced Sampling and Discriminative Stylization for Domain Generalization Semantic Segmentation.
IEEE Trans. Intell. Transp. Syst.
Muxin Liao, Shishun Tian, Binbin Wei, Yuhang Zhang, Wenbin Zou, Xia Li
2025 J jnl
Class-discriminative domain generalization for semantic segmentation.
Image Vis. Comput.
Muxin Liao, Shishun Tian, Yuhang Zhang, Guoguang Hua, Rong You, Wenbin Zou, Xia Li
2025 J jnl
Concept-guided domain generalization for semantic segmentation.
Pattern Recognit.
Muxin Liao, Wei Li, Chengle Yin, Yuling Jin, Yingqiong Peng
2025 J jnl
Contextual Guidance Network for Real-Time Semantic Segmentation of Autonomous Driving.
IEEE Trans. Intell. Transp. Syst.
Wei Li, Muxin Liao, Guoguang Hua, Yuhang Zhang, Wenbin Zou
2025 J jnl
Contextual-aware terrain segmentation network for navigable areas with triple aggregation.
Expert Syst. Appl.
Wei Li, Muxin Liao, Wenbin Zou
2025 J jnl
Depth-Sensitive Soft Suppression with RGB-D Inter-Modal Stylization Flow for Domain Generalization Semantic Segmentation.
CoRR
Binbin Wei, Yuhang Zhang, Shishun Tian, Muxin Liao, Wei Li, Wenbin Zou
2025 J jnl
Domain generalization plant leaf disease recognition: Toward from laboratory to field.
Eng. Appl. Artif. Intell.
Kun Zhan, Yingqiong Peng, Muxin Liao, Yinglong Wang
2025 J jnl
Domain-generalized token linking in vision foundation models for semantic segmentation.
Knowl. Based Syst.
Muxin Liao, Jia-Yang Wang, Hong Deng, Yingqiong Peng, Hua Yin, Yinglong Wang, Guoguang Hua
2025 J jnl
Learning generalized visual relations for domain generalization semantic segmentation.
Expert Syst. Appl.
Zijun Li, Muxin Liao
2025 J jnl
Progressive Terrain Segmentation Network for Navigable Areas With Global Sparsity-Entropy and Fusion-Awareness.
IEEE Trans. Intell. Transp. Syst.
Wei Li, Muxin Liao, Wenbin Zou
2025 J jnl
Prototypical Progressive Alignment and Reweighting for Generalizable Semantic Segmentation.
CoRR
Yuhang Zhang, Zhengyu Zhang, Muxin Liao, Shishun Tian, Wenbin Zou, Lu Zhang, Chen Xu
2025 J jnl
Prototypical Progressive Alignment and Reweighting for Generalizable Semantic Segmentation.
IEEE Trans. Intell. Transp. Syst.
Yuhang Zhang, Zhengyu Zhang, Muxin Liao, Shishun Tian, Wenbin Zou, Lu Zhang, Chen Xu
2025 J jnl
Terrain Segmentation Network in Wild Environments With Hybrid Plus Downsampling.
IEEE Multim.
Wei Li, Muxin Liao, Guoguang Hua, Yuhang Zhang, Wenbin Zou
2024 J jnl
Calibration-Based Multi-Prototype Contrastive Learning for Domain Generalization Semantic Segmentation in Traffic Scenes.
IEEE Trans. Intell. Transp. Syst.
Muxin Liao, Shishun Tian, Yuhang Zhang, Guoguang Hua, Wenbin Zou, Xia Li
2024 J jnl
Considering representation diversity and prediction consistency for domain generalization semantic segmentation.
Knowl. Based Syst.
Muxin Liao, Shishun Tian, Yuhang Zhang, Guoguang Hua, Wenbin Zou, Xia Li
2024 J jnl
Fine-Grained Self-Supervision for Generalizable Semantic Segmentation.
IEEE Trans. Circuits Syst. Video Technol.
Yuhang Zhang, Shishun Tian, Muxin Liao, Zhengyu Zhang, Wenbin Zou, Chen Xu
2024 — conf
Layout Relationship Decoupling Framework for Multi-target Domain Adaptative Semantic Segmentation.
MMAsia
Yuhang Zhang, Cuixin Yang, Muxin Liao, Shishun Tian, Wenbin Zou, Chen Xu
2024 J jnl
PDA: Progressive Domain Adaptation for Semantic Segmentation.
Knowl. Based Syst.
Muxin Liao, Shishun Tian, Yuhang Zhang, Guoguang Hua, Wenbin Zou, Xia Li
2024 J jnl
Preserving Label-Related Domain-Specific Information for Cross-Domain Semantic Segmentation.
IEEE Trans. Intell. Transp. Syst.
Muxin Liao, Shishun Tian, Yuhang Zhang, Guoguang Hua, Wenbin Zou, Xia Li
2024 J jnl
Segment all roads: Domain generalized freespace detection by robust surface normal information embedding and edge-aware learning.
Displays
Guangli Liu, Shishun Tian, Muxin Liao, Yuhang Zhang, Wenbin Zou, Xia Li
2024 J jnl
Strip and asymmetric aggregation network for unstructured terrain segmentation in wild environments.
Eng. Appl. Artif. Intell.
Wei Li, Shishun Tian, Yuhang Zhang, Muxin Liao, Guoguang Hua, Wenbin Zou
2024 J jnl
Video Generalized Semantic Segmentation via Non-Salient Feature Reasoning and Consistency.
Knowl. Based Syst.
Yuhang Zhang, Zhengyu Zhang, Muxin Liao, Shishun Tian, Rong You, Wenbin Zou, Chen Xu
2023 J jnl
A hybrid domain learning framework for unsupervised semantic segmentation.
Neurocomputing
Yuhang Zhang, Shishun Tian, Muxin Liao, Wenbin Zou, Chen Xu
2023 A* conf
Calibration-based Dual Prototypical Contrastive Learning Approach for Domain Generalization Semantic Segmentation.
ACM Multimedia
Muxin Liao, Shishun Tian, Yuhang Zhang, Guoguang Hua, Wenbin Zou, Xia Li
2023 J jnl
Calibration-based Dual Prototypical Contrastive Learning Approach for Domain Generalization Semantic Segmentation.
CoRR
Muxin Liao, Shishun Tian, Yuhang Zhang, Guoguang Hua, Wenbin Zou, Xia Li
2023 J jnl
Domain-invariant information aggregation for domain generalization semantic segmentation.
Neurocomputing
Muxin Liao, Shishun Tian, Yuhang Zhang, Guoguang Hua, Wenbin Zou, Xia Li
2023 J jnl
Dual geometric perception for cross-domain road segmentation.
Displays
Wenbin Zou, Ruijing Long, Yuhang Zhang, Muxin Liao, Zhi Zhou, Shishun Tian
2023 J jnl
Learning Shape-Invariant Representation for Generalizable Semantic Segmentation.
IEEE Trans. Image Process.
Yuhang Zhang, Shishun Tian, Muxin Liao, Guoguang Hua, Wenbin Zou, Chen Xu
2023 J jnl
Multiple Relational Learning Network for Joint Referring Expression Comprehension and Segmentation.
IEEE Trans. Multim.
Guoguang Hua, Muxin Liao, Shishun Tian, Yuhang Zhang, Wenbin Zou
2022 J jnl
A Class-wise Non-salient Region Generalized Framework for Video Semantic Segmentation.
CoRR
Yuhang Zhang, Shishun Tian, Muxin Liao, Zhengyu Zhang, Wenbin Zou, Chen Xu
2022 J jnl
Exploring more concentrated and consistent activation regions for cross-domain semantic segmentation.
Neurocomputing
Muxin Liao, Guoguang Hua, Shishun Tian, Yuhang Zhang, Wenbin Zou, Xia Li
2020 J jnl
CNN-SVM: a classification method for fruit fly image with the complex background.
IET Cyper-Phys. Syst.: Theory & Appl.
Yingqiong Peng, Muxin Liao, Hong Deng, Ling Ao, Yuxia Song, Weiji Huang, Jing Hua
2020 J jnl
FB-CNN: Feature Fusion-Based Bilinear CNN for Classification of Fruit Fly Image.
IEEE Access
Yingqiong Peng, Muxin Liao, Yuxia Song, Zhichao Liu, Huojiao He, Hong Deng, Yinglong Wang
2020 J jnl
Self-Layer and Cross-Layer Bilinear Aggregation for Fine-Grained Recognition in Cyber-Physical-Social Systems.
IEEE Access
Yingqiong Peng, Yuxia Song, Weiji Huang, Hong Deng, Yinglong Wang, Qi Chen, Muxin Liao, Jing Hua