莫智懿｜梧州学院｜学者主页

2026

UBATrack: Spatio-Temporal State Space Model for General Multi-Modal Tracking

Qihua Liang, Liang Chen, Yaozong Zheng, Jian Nong, Zhiyi Mo, Bineng Zhong

IEEE Transactions on Multimedia

DOI

2026

PU-TransMamba: A Hybrid Point Cloud Upsampling Framework With Detail-Aware Transformer and Spatially Coherent Mamba

Xiaolong Tang, Feng Shao, Xiongli Chai, Hangwei Chen, Zhongjie Zhu, Zhiyi Mo

IEEE Internet of Things Journal

DOI

2026

PU-T2M: Heterogeneous Knowledge Distilling Network from Transformer to Mamba for Lightweight Point Cloud Upsampling

Xu Tang, Feng Shao, Xiongli Chai, Hangwei Chen, Zhongjie Zhu, Zhiyi Mo

IEEE Transactions on Consumer Electronics

DOI

2026

BigCounter: A Bidirectional-Guided Network With Scene-Semantics-Driven Fusion for RGB–Thermal Crowd Counting

Xiaomin Fan, Feng Shao, Baoyang Mu, Xiongli Chai, Zhongjie Zhu, Zhiyi Mo

IEEE Internet of Things Journal

DOI

2025

Adaptive Perception for Unified Visual Multimodal Object Tracking

Xiantao Hu, Bineng Zhong, Qihua Liang, Liangtao Shi, Zhiyi Mo, Ying Yu Tai, Jian Yang

IEEE Transactions on Artificial Intelligence

DOI

2025

Dynamic Updates for Language Adaptation in Visual-Language Tracking

Xiaohai Li, Bineng Zhong, Qihua Liang, Zhiyi Mo, Jian Nong, Shuxiang Song

IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings

DOI

2025

Robust Tracking via Mamba-based Context-aware Token Learning

Jinxia Xie, Bineng Zhong, Qihua Liang, Ning Li, Zhiyi Mo, Shuxiang Song

Proceedings of the AAAI Conference on Artificial Intelligence

DOI

2025

MambaLCT: Boosting Tracking via Long-term Context State Space Model

Xiaohai Li, Bineng Zhong, Qihua Liang, Guorong Li, Zhiyi Mo, Shuxiang Song

Proceedings of the AAAI Conference on Artificial Intelligence

DOI

2025

Ship-RT-DETR: An Improved Model for Ship Plate Detection and Identification

Chang Qin, Xiaoyu Ji, Zhiyi Mo, Jinming Mo

Journal of Marine Science and Engineering

DOI

2025

Robust tracking via rethinking prediction head

Jian Nong, Yongjun Qi, Zhiyi Mo, Junhua Wang, Yanyan Liang

Image and Vision Computing

DOI

2025

Mamba Adapter: Efficient Multi-Modal Fusion for Vision-Language Tracking

Liangtao Shi, Bineng Zhong, Qihua Liang, Xiantao Hu, Zhiyi Mo, Shuxiang Song

IEEE Transactions on Circuits and Systems for Video Technology

DOI

2025

Adversarial Robust Salient Object Detection in Optical Remote Sensing Images With Implicit Feature Enhancement

Heng Li, Feng Shao, Xiangchao Meng, Hangwei Chen, Xiongli Chai, Zhiyi Mo

IEEE Transactions on Geoscience and Remote Sensing

DOI

2025

Self-supervised Contrastive Learning With Similarity-Based Sample Judgment

Zheng Jiang, Quan Zhou, Xiaofu Wu, Zhiyi Mo, Suofei Zhang, Bin Kang

Communications in computer and information science

DOI

2024

基于深度学习的弱监督语义分割方法综述

项伟康，周全，崔景程，莫智懿，吴晓富，欧卫华，王井东，刘文予

《中国图象图形学报》

2024

基于多模态信息融合的目标跟踪算法研究

莫智懿

《广西师范大学》

2024

Autoregressive Queries for Adaptive Tracking with Spatio-Temporal Transformers

Jinxia Xie, Bineng Zhong, Zhiyi Mo, Shengping Zhang, Liangtao Shi, Shuxiang Song, Rongrong Ji

IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings

DOI

2024

ODTrack: Online Dense Temporal Token Learning for Visual Tracking

Yaozong Zheng, Bineng Zhong, Qihua Liang, Zhiyi Mo, Shengping Zhang, Xianxian Li

Proceedings of the AAAI Conference on Artificial Intelligence

DOI

2024

PWLT: Pyramid Window-based Lightweight Transformer for image classification

Yuwei Mo, Pengfei Zuo, Quan Zhou, Zhiyi Mo, Yawen Fan, Suofei Zhang, Bin Kang

Computers & Electrical Engineering

DOI

2024

Dual-stream Multi-modal Interactive Vision-language Tracking

Zhiyi Mo, Guangtong Zhang, Jian Nong, Bineng Zhong, Zhi Li

ACM International Conference on Multimedia in Asia (MMAsia)

DOI

2024

Top-Down Cross-Modal Guidance for Robust RGB-T Tracking

Liang Chen, Bineng Zhong, Qihua Liang, Yaozong Zheng, Zhiyi Mo, Shuxiang Song

IEEE Transactions on Circuits and Systems for Video Technology

DOI

2024

Robust Tracking via Combing Top-Down and Bottom-Up Attention

Ning Li, Bineng Zhong, Yaozong Zheng, Qihua Liang, Zhiyi Mo, Shuxiang Song

IEEE Transactions on Circuits and Systems for Video Technology

DOI

2024

One-Stream Stepwise Decreasing for Vision-Language Tracking

Guangtong Zhang, Bineng Zhong, Qihua Liang, Zhiyi Mo, Ning Li, Shuxiang Song

IEEE Transactions on Circuits and Systems for Video Technology

DOI

2024

Visual Adapt for RGBD Tracking

Guangtong Zhang, Qihua Liang, Zhiyi Mo, Ning Li, Bineng Zhong

IEEE International Conference on Acoustics Speech and Signal Processing

DOI

2023

DNAT: Multi-scale Transformer with Dilated Neighborhood Attention for Image Classification

Chenfeng Jiang, Quan Zhou, Zhiyi Mo, Jing Wang, Yawen Fan, Xiaofu Wu, Suofei Zhang, Bin Kang

International Conference on Wireless Communications and Signal Processing (WCSP)

DOI

2023

SpectralTracker: Jointly High and Low-Frequency Modeling for Tracking

Yimin Rong, Qihua Liang, Ning Li, Zhiyi Mo, Bineng Zhong

Lecture notes in computer science

DOI

2023

Robust Tracking via Unifying Pretrain-Finetuning and Visual Prompt Tuning

Guangtong Zhang, Qihua Liang, Ning Li, Zhiyi Mo, Bineng Zhong

ACM Multimedia Asia (MMAsia)

DOI

2023

Learning to Propose and Refine for Accurate and Robust Tracking via an Alignment Convolution

Zhiyi Mo, Zhi Li

Drones

DOI

2019

以大型工程案例为中心的专业课程体系研究——以软件工程专业为例

莫智懿，陈佳

《教育现代化》

2019

工科“中职升本”人才培养模式探讨

莫智懿，陈佳

《教育教学论坛》

DOI

2018

“中职升本”软件工程专业人才培养模式探讨

许传本，莫智懿

《数码世界》

2010

敏捷方法与传统软件工程方法在通用型网络考试系统开发中的应用比较

吴洁明，万励，莫智懿，陆科达

《梧州学院学报》

莫智懿

精选作品

期刊论文

UBATrack: Spatio-Temporal State Space Model for General Multi-Modal Tracking

PU-TransMamba: A Hybrid Point Cloud Upsampling Framework With Detail-Aware Transformer and Spatially Coherent Mamba

PU-T2M: Heterogeneous Knowledge Distilling Network from Transformer to Mamba for Lightweight Point Cloud Upsampling

BigCounter: A Bidirectional-Guided Network With Scene-Semantics-Driven Fusion for RGB–Thermal Crowd Counting

Adaptive Perception for Unified Visual Multimodal Object Tracking

Dynamic Updates for Language Adaptation in Visual-Language Tracking

Robust Tracking via Mamba-based Context-aware Token Learning

MambaLCT: Boosting Tracking via Long-term Context State Space Model

Ship-RT-DETR: An Improved Model for Ship Plate Detection and Identification

Robust tracking via rethinking prediction head

Mamba Adapter: Efficient Multi-Modal Fusion for Vision-Language Tracking

Adversarial Robust Salient Object Detection in Optical Remote Sensing Images With Implicit Feature Enhancement

Self-supervised Contrastive Learning With Similarity-Based Sample Judgment

基于深度学习的弱监督语义分割方法综述

基于多模态信息融合的目标跟踪算法研究

Autoregressive Queries for Adaptive Tracking with Spatio-Temporal Transformers

ODTrack: Online Dense Temporal Token Learning for Visual Tracking

PWLT: Pyramid Window-based Lightweight Transformer for image classification

Dual-stream Multi-modal Interactive Vision-language Tracking

Top-Down Cross-Modal Guidance for Robust RGB-T Tracking

Robust Tracking via Combing Top-Down and Bottom-Up Attention

One-Stream Stepwise Decreasing for Vision-Language Tracking

Visual Adapt for RGBD Tracking

DNAT: Multi-scale Transformer with Dilated Neighborhood Attention for Image Classification

SpectralTracker: Jointly High and Low-Frequency Modeling for Tracking

Robust Tracking via Unifying Pretrain-Finetuning and Visual Prompt Tuning

Learning to Propose and Refine for Accurate and Robust Tracking via an Alignment Convolution

以大型工程案例为中心的专业课程体系研究——以软件工程专业为例

工科“中职升本”人才培养模式探讨

“中职升本”软件工程专业人才培养模式探讨

敏捷方法与传统软件工程方法在通用型网络考试系统开发中的应用比较

预印本

An Efficient Token Compression Framework for Visual Object Tracking

研究方向