Wenzhuo Liu

According to our database, Wenzhuo Liu authored at least 51 papers between 1997 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

MIPD: A Multi-Sensory Interactive Perception Dataset for Embodied Intelligent Driving.

Zhiwei Li, Tingzhen Zhang, Meihua Zhou, Dandan Tang, Pengwei Zhang, Wenzhuo Liu, Qiaoning Yang, Tianyu Shen, Kunfeng Wang, Huaping Liu

IEEE Trans. Intell. Transp. Syst., November, 2025

Branch-Tuning: Balancing Stability and Plasticity for Continual Self-Supervised Learning.

Wenzhuo Liu, Fei Zhu, Cheng-Lin Liu

IEEE Trans. Neural Networks Learn. Syst., October, 2025

C-NAV: Towards Self-Evolving Continual Object Navigation in Open World.

Ming-Ming Yu, Fei Zhu, Wenzhuo Liu, Yirong Yang, Qunbo Wang, Wenjun Wu, Jing Liu

CoRR, October, 2025

SAIL-VL2 Technical Report.

Weijie Yin, Yongjie Ye, Fangxun Shu, Yue Liao, Zijian Kang, Hongyuan Dong, Haiyang Yu, Dingkang Yang, Jiacong Wang, Han Wang, Wenzhuo Liu, Xiao Liang, Shuicheng Yan, Chao Feng

CoRR, September, 2025

Ms-unet:coal-rock crack image segmentation based on attention mechanism and multi-scale features.

Haixin Jia, Zhaoxuan Chen, Guoying Zhang, Wenzhuo Liu, Zirui Zhang

Clust. Comput., September, 2025

UMD-Net: A Unified Multi-Task Assistive Driving Network Based on Multimodal Fusion.

Wenzhuo Liu, Yicheng Qiao, Zhiwei Li, Wenshuo Wang, Wei Zhang, Jiayin Zhu, Yanhuan Jiang, Li Wang, Hong Wang, Huaping Liu, Kunfeng Wang

IEEE Trans. Intell. Transp. Syst., August, 2025

The Effects of Communication Delay on Human Performance and Neurocognitive Responses in Mobile Robot Teleoperation.

Zhaokun Chen, Wenshuo Wang, Wenzhuo Liu, Yichen Liu, Junqiang Xi

CoRR, August, 2025

MCITlib: Multimodal Continual Instruction Tuning Library and Benchmark.

Haiyang Guo, Fei Zhu, Hongbo Zhao, Fanhu Zeng, Wenzhuo Liu, Shijie Ma, Da-Han Wang, Xu-Yao Zhang

CoRR, August, 2025

Reinforcement Fine-Tuning Naturally Mitigates Forgetting in Continual Post-Training.

Song Lai, Haohan Zhao, Rong Feng, Changyi Ma, Wenzhuo Liu, Hongbo Zhao, Xi Lin, Dong Yi, Min Xie, Qingfu Zhang, Hongbin Liu, Gaofeng Meng, Fei Zhu

CoRR, July, 2025

TEM^3-Learning: Time-Efficient Multimodal Multi-Task Learning for Advanced Assistive Driving.

Wenzhuo Liu, Yicheng Qiao, Zhen Wang, Qiannan Guo, Zilong Chen, Meihua Zhou, Xinran Li, Letian Wang, Zhiwei Li, Huaping Liu, Wenshuo Wang

CoRR, June, 2025

A Comprehensive Survey on Continual Learning in Generative Models.

Haiyang Guo, Fanhu Zeng, Fei Zhu, Jiayi Wang, Xukai Wang, Jingang Zhou, Hongbo Zhao, Wenzhuo Liu, Shijie Ma, Da-Han Wang, Xu-Yao Zhang, Cheng-Lin Liu

CoRR, June, 2025

LLaVA-c: Continual Improved Visual Instruction Tuning.

Wenzhuo Liu, Fei Zhu, Haiyang Guo, Longhui Wei, Cheng-Lin Liu

CoRR, June, 2025

VM-BHINet:Vision Mamba Bimanual Hand Interaction Network for 3D Interacting Hand Mesh Recovery From a Single RGB Image.

Han Bi, Ge Yu, Yu He, Wenzhuo Liu, Zijie Zheng

Proc. ACM Comput. Graph. Interact. Tech., May, 2025

VM-BHINet:Vision Mamba Bimanual Hand Interaction Network for 3D Interacting Hand Mesh Recovery From a Single RGB Image.

Han Bi, Ge Yu, Yu He, Wenzhuo Liu, Zijie Zheng

CoRR, April, 2025

MMTL-UniAD: A Unified Framework for Multimodal and Multi-Task Learning in Assistive Driving Perception.

Wenzhuo Liu, Wenshuo Wang, Yicheng Qiao, Qiannan Guo, Jiayin Zhu, Pengfei Li, Zilong Chen, Huiming Yang, Zhiwei Li, Lening Wang, Tiao Tan, Huaping Liu

CoRR, April, 2025

Global Convergence of Continual Learning on Non-IID Data.

Fei Zhu, Yujing Liu, Wenzhuo Liu, Zhaoxiang Zhang

CoRR, March, 2025

Federated Continual Instruction Tuning.

Haiyang Guo, Fanhu Zeng, Fei Zhu, Wenzhuo Liu, Da-Han Wang, Jian Xu, Xu-Yao Zhang, Cheng-Lin Liu

CoRR, March, 2025

Dynamics of Impervious Surfaces and Vegetation in Core Urban Areas of Global Megacities.

Lei Zhang, Jinzhou Yuan, Ming Zhang, Wenzhuo Liu, Qian Wang

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025

Class incremental learning with self-supervised pre-training and prototype learning.

Wenzhuo Liu, Xin-Jian Wu, Fei Zhu, Ming-Ming Yu, Chuang Wang, Cheng-Lin Liu

Pattern Recognit., 2025

Topic adversarial neural network for cross-topic cyberbullying detection.

Shufeng Xiong, Wenzhuo Liu, Bingkun Wang, Yinchao Che, Lei Shi

PeerJ Comput. Sci., 2025

S4-KD: A single step spiking SiamFC+ + for object tracking with knowledge distillation.

Wenzhuo Liu, Shuiying Xiang, Tao Zhang, Yanan Han, Yahui Zhang, Xingxing Guo, Licun Yu, Yue Hao

Neural Networks, 2025

SAMOccNet:Refined SAM-based surrounding semantic occupancy perception for autonomous driving.

Qifan Tan, Wenzhuo Liu, Han Bi, Lening Wang, Lei Yang, Yicheng Qiao, Zhuo Zhao, Yanhuan Jiang, Qiannan Guo, Huaping Liu, Zhiwei Li, Cheng Qiu

Neurocomputing, 2025

Evaluation of urban heat island effects based on fine-resolution mapping of subpixel impervious surface dynamics over four cities in China.

Wenzhuo Liu, Lei Zhang, Tao He, Ming Zhang

Int. J. Appl. Earth Obs. Geoinformation, 2025

C-CLIP: Multimodal Continual Learning for Vision-Language Model.

Wenzhuo Liu, Fei Zhu, Longhui Wei, Qi Tian

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

MMTL-UniAD: A Unified Framework for Multimodal and Multi-Task Learning in Assistive Driving Perception.

Wenzhuo Liu, Wenshuo Wang, Yicheng Qiao, Qiannan Guo, Jiayin Zhu, Pengfei Li, Zilong Chen, Huiming Yang, Zhiwei Li, Lening Wang, Tiao Tan, Huaping Liu

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

2024

FMDNet: Feature-Attention-Embedding-Based Multimodal-Fusion Driving-Behavior-Classification Network.

Wenzhuo Liu, Jianli Lu, Junbin Liao, Yicheng Qiao, Guoying Zhang, Jiayin Zhu, Bozhang Xu, Zhiwei Li

IEEE Trans. Comput. Soc. Syst., October, 2024

Judgmentally adjusted Q-values based on Q-ensemble for offline reinforcement learning.

Wenzhuo Liu, Shuying Xiang, Tao Zhang, Yanan Han, Xingxing Guo, Yahui Zhang, Yue Hao

Neural Comput. Appl., September, 2024

BSSNet: A Real-Time Semantic Segmentation Network for Road Scenes Inspired From AutoEncoder.

Xiaoqiang Shi, Zhenyu Yin, Guangjie Han, Wenzhuo Liu, Li Qin, Yuanguo Bi, Shurui Li

IEEE Trans. Circuits Syst. Video Technol., May, 2024

A segmentation method based on boundary fracture correction for froth scale measurement.

Yongqi Gan, Wenzhuo Liu, Jianwang Gan, Guoying Zhang

Appl. Intell., May, 2024

Oblique Convolution: A Novel Convolution Idea for Redefining Lane Detection.

Xinyu Zhang, Yan Gong, Jianli Lu, Zhiwei Li, Shixiang Li, Shu Wang, Wenzhuo Liu, Li Wang, Jun Li

IEEE Trans. Intell. Veh., February, 2024

SIFDriveNet: Speed and Image Fusion for Driving Behavior Classification Network.

Yan Gong, Jianli Lu, Wenzhuo Liu, Zhiwei Li, Xinmin Jiang, Xin Gao, Xingang Wu

IEEE Trans. Comput. Soc. Syst., February, 2024

GLMDriveNet: Global-local Multimodal Fusion Driving Behavior Classification Network.

Wenzhuo Liu, Yan Gong, Guoying Zhang, Jianli Lu, Yunlai Zhou, Junbin Liao

Eng. Appl. Artif. Intell., 2024

Multi-scale Unified Network for Image Classification.

Wenzhuo Liu, Fei Zhu, Cheng-Lin Liu

CoRR, 2024

Towards Non-Exemplar Semi-Supervised Class-Incremental Learning.

Wenzhuo Liu, Fei Zhu, Cheng-Lin Liu

CoRR, 2024

Federated Class-Incremental Learning with Prototype Guided Transformer.

Haiyang Guo, Fei Zhu, Wenzhuo Liu, Xu-Yao Zhang, Cheng-Lin Liu

CoRR, 2024

Happy: A Debiased Learning Framework for Continual Generalized Category Discovery.

Shijie Ma, Fei Zhu, Zhun Zhong, Wenzhuo Liu, Xu-Yao Zhang, Chenglin Liu

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

MSPE: Multi-Scale Patch Embedding Prompts Vision Transformers to Any Resolution.

Wenzhuo Liu, Fei Zhu, Shijie Ma, Cheng-Lin Liu

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

PILoRA: Prototype Guided Incremental LoRA for Federated Class-Incremental Learning.

Haiyang Guo, Fei Zhu, Wenzhuo Liu, Xu-Yao Zhang, Cheng-Lin Liu

Proceedings of the Computer Vision - ECCV 2024, 2024

TextNeRF: A Novel Scene-Text Image Synthesis Method Based on Neural Radiance Fields.

Jialei Cui, Jianwei Du, Wenzhuo Liu, Zhouhui Lian

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

Deep Graph Neural Networks for Numerical Simulation of PDEs. (Réseaux de neurones sur graphes pour la simulation numérique des EDPs).

Wenzhuo Liu

PhD thesis, 2023

Class Incremental Learning with Self-Supervised Pre-Training and Prototype Learning.

Wenzhuo Liu, Xin-Jian Wu, Fei Zhu, Mingming Yu, Chuang Wang, Cheng-Lin Liu

CoRR, 2023

Meta-Learning for Airflow Simulations with Graph Neural Networks.

Wenzhuo Liu, Mouadh Yagoubi, Marc Schoenauer

CoRR, 2023

Path Planning for Air-Ground Robot Considering Modal Switching Point Optimization.

Xiaoyu Wang, Kangyao Huang, Xinyu Zhang, Honglin Sun, Wenzhuo Liu, Huaping Liu, Jun Li, Pingping Lu

CoRR, 2023

2022

Spatiotemporal Differentiation of Impervious Surface in the Beijing-Tianjin-Hebei Urban Agglomeration From 2000 to 2019.

Wenzhuo Liu, Lei Zhang

IEEE Geosci. Remote. Sens. Lett., 2022

Multi-modal Fusion Technology based on Vehicle Information: A Survey.

Yan Gong, Jianli Lu, Jiayi Wu, Wenzhuo Liu

CoRR, 2022

2021

Multi-resolution Graph Neural Networks for PDE Approximation.

Wenzhuo Liu, Mouadh Yagoubi, Marc Schoenauer

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2021, 2021

2020

Deep Statistical Solvers.

Balthazar Donon, Zhengying Liu, Wenzhuo Liu, Isabelle Guyon, Antoine Marot, Marc Schoenauer

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

2017

Modeling and simulation of unified power flow controller based on modular multilevel converters.

Xiaohui Ye, Chuanbao Chen, Haifeng Li, Xinli Song, Wenzhuo Liu, Hang Meng, Yan Zou

Proceedings of the IECON 2017 - 43rd Annual Conference of the IEEE Industrial Electronics Society, Beijing, China, October 29, 2017

Equivalent modeling and simulation for PV system on dynamic clustering equivalent strategy.

Hang Meng, Xiaohui Ye, Mingyu Yang, Xinli Song, Zhida Su, Wenzhuo Liu, Lingtong Luo, Huiying Zhao

Proceedings of the IECON 2017 - 43rd Annual Conference of the IEEE Industrial Electronics Society, Beijing, China, October 29, 2017

2014

Traceability Attack Algorithm on EOHLCAP RFID Authentication Protocol.

Xiuqing Chen, Tianjie Cao, Mingxiang Zhu, Wenzhuo Liu, Yu Guo

J. Comput., 2014

1997

Dawning-1000 PROOS distributed operating system.

Ninghui Sun, Wenzhuo Liu, Hong Liu, Chuanbao Wang, Xuelin Lu, Hao Zhang

J. Comput. Sci. Technol., 1997