百晓学者学者目录

王艺

教授、硕士生导师，东莞理工学院

精选作品

期刊论文

2026

基于对抗样本生成的网络攻击检测与防御策略

王艺，申振玲

《湖北职业技术学院学报》

DOI

2026

InternVideo3: Agentify Foundation Models with Multimodal Contextual Reasoning

Ziang Yan, Sheng Xia, Jiashuo Yu, Yueh-Hua Wu, Tianxiang Jiang, Song-Ze Li, Kang-Hui Tian, Yi-Chen Xu, Yi-Nan He, Kai Chen, Li-Min Wang, Yu Qiao, Yi Wang

arXiv.org

DOI

2026

Causal Prompts for Open-Vocabulary Video Instance Segmentation

Rongkun Zheng, Lu Qi, Xi Chen, Yi Wang, Kun Wang, Yu Qiao, Heng-Shuang Zhao

IEEE Transactions on Pattern Analysis and Machine Intelligence

DOI

2026

Imagine Before You Predict: Interleaved Latent Visual Reasoning for Video Event Prediction

Tianxiang Jiang, Lin-Quan Wu, Sheng Xia, Song-Ze Li, Ziang Yan, Haoyu Yang, Yu Qiao, Yi Wang

arXiv.org

DOI

2026

SER: Learning to Ground Video Reasoning with Semantic Evidence Rewards

Sheng Xia, Zheng-Qin Lai, Tianxiang Jiang, Kang-Hui Tian, Shou-Jun Zhou, Bin Li, Yi Wang

arXiv.org

DOI

2026

VideoChat3: Fully Open Video MLLM for Efficient and Generalist Video Understanding

Xin-Hao Li, Yu-Han Zhu, Xiang-Yun Zeng, Yuhao Dong, Hao-Ning Wu, Zhi-Qiu Zhang, Yuan-Dong Yang, Chang-Lian Ma, Qingyu Zhang, Yan-Song Shi, Xin-Yu Chen, Hao-Ran Chen, Zi-Zheng Huang, Jun Zhang, Kun Ouyang, Lin Sui, Ziang Yan, Yi-Chen Xu, Chen-Ting Wang, Yi-Nan He, Hong-Jie Zhang, Yi Wang, Yu Qiao, Ya-Li Wang, Ziwei Liu, Kaiming Chen, Li-Min Wang

arXiv.org

DOI

2026

RIVER: A Real-Time Interaction Benchmark for Video LLMs

Yan-Song Shi, Qingsong Zhao, Tianxiang Jiang, Xiang-Yun Zeng, Yi Wang, Li-Min Wang

arXiv.org

DOI

2026

ViCuR: Visual Cues as Recoverable Privilege for Multimodal On-Policy Distillation

Kang-Hui Tian, Si-Yuan Liu, Ziang Yan, Sheng Xia, Shuai Dong, Yi Wang

arXiv.org

DOI

2025

DiffVSR: Revealing an Effective Recipe for Taming Robust Video Super-Resolution Against Complex Degradations

Xiaohui Li, Yi-Hao Liu, Shuo Cao, Zi-Yan Chen, Shao-Bin Zhuang, Xiangyu Chen, Yi-Nan He, Yi Wang, Yu Qiao

IEEE International Conference on Computer Vision

DOI

2025

VideoChat-R1.5: Visual Test-Time Scaling to Reinforce Multimodal Reasoning by Iterative Perception

Ziang Yan, Yi-Nan He, Xin-Hao Li, Zheng-Rong Yue, Xiang-Yun Zeng, Ya-Li Wang, Yu Qiao, Li-Min Wang, Yi Wang

Neural Information Processing Systems

DOI

2025

StreamForest: Efficient Online Video Understanding with Persistent Event Memory

Xiang-Yun Zeng, Kefan Qiu, Qingyu Zhang, Xin-Hao Li, Jing Wang, Jiaxi Li, Ziang Yan, Kun Tian, Meng Tian, Xinhai Zhao, Yi Wang, Li-Min Wang

Neural Information Processing Systems

DOI

2025

VideoTG-R1: Boosting Video Temporal Grounding via Curriculum Reinforcement Learning on Reflected Boundary Annotations

Lu Dong, Haiyu Zhang, Han Lin, Ziang Yan, Xiang-Yun Zeng, Hong-Jie Zhang, Yifei Huang, Yi Wang, Zhen-Hua Ling, Limin Wang, Ya-Li Wang

International Conference on Multimedia Retrieval

DOI

2025

InternVideo2.5: Empowering Video MLLMs with Long and Rich Context Modeling

Yi Wang, Xin-Hao Li, Ziang Yan, Yi-Nan He, Jiashuo Yu, Xiang-Yun Zeng, Chen-Ting Wang, Chang-Lian Ma, Haian Huang, Jianfei Gao, Min Dou, Kaiming Chen, Wen-Hai Wang, Yu Qiao, Ya-Li Wang, Li-Min Wang

arXiv.org

DOI

2025

ExpVid: A Benchmark for Experiment Video Understanding & Reasoning

Yi-Chen Xu, Yue Wu, Jiashuo Yu, Ziang Yan, Tianxiang Jiang, Yi-Nan He, Qingsong Zhao, Kaiming Chen, Yu Qiao, Li-Min Wang, Manabu Okumura, Yi Wang

arXiv.org

DOI

2025

InternVideo-Next: Towards General Video Foundation Models without Video-Text Supervision

Chen-Ting Wang, Yu-Han Zhu, Yi-Chen Xu, Jian-Ge Yang, Ziang Yan, Ya-Li Wang, Yi Wang, Li-Min Wang

arXiv.org

DOI

2025

VideoChat-A1: Thinking with Long Videos by Chain-of-Shot Reasoning

Zi-Kang Wang, Bo-Yu Chen, Zheng-Rong Yue, Yi Wang, Yu Qiao, Li-Min Wang, Ya-Li Wang

AAAI Conference on Artificial Intelligence

DOI

2025

VKnowU: Evaluating Visual Knowledge Understanding in Multimodal LLMs

Tianxiang Jiang, S. Xia, Yi-Chen Xu, Lin-Quan Wu, Xiang-Yun Zeng, Li-Min Wang, Yu Qiao, Yi Wang

arXiv.org

DOI

2025

FreeRet: MLLMs as Training-Free Retrievers

Yu-Han Zhu, Xiang-Yun Zeng, Chen-Ting Wang, Xin-Hao Li, Chun-Xu Liu, Yi-Chen Xu, Ziang Yan, Yi Wang, Li-Min Wang

arXiv.org

DOI

2025

Vchitect-2.0: Parallel Transformer for Scaling Up Video Diffusion Models

Wei-Chen Fan, Chenyang Si, Junhao Song, Zhen-Yu Yang, Yi-Nan He, Long Zhuo, Zi-Qi Huang, Ziyue Dong, Jingwen He, D. Pan, Yi Wang, Yu-Ming Jiang, Yao-Hui Wang, Peng Gao, Xin-Yuan Chen, Hengjie Li, Da-Hua Lin, Yu Qiao, Ziwei Liu

arXiv.org

DOI

2025

VRBench: A Benchmark for Multi-Step Reasoning in Long Narrative Videos

Jiashuo Yu, Yue Wu, Meng Chu, Zhi-Fei Ren, Zi-Zheng Huang, Pei Chu, Ruijie Zhang, Yi-Nan He, Qi-Rui Li, Song-Ze Li, Zhen-Xiang Li, Zhong-Ying Tu, Cong-Hui He, Yu Qiao, Ya-Li Wang, Yi Wang, Li-Min Wang

IEEE International Conference on Computer Vision

DOI

2025

UniFlow: A Unified Pixel Flow Tokenizer for Visual Understanding and Generation

Zheng-Rong Yue, Haiyu Zhang, Xiang-Yun Zeng, Bo-Yu Chen, Chen-Ting Wang, Shao-Bin Zhuang, Lu Dong, Kunpeng Du, Yi Wang, Li-Min Wang, Ya-Li Wang

arXiv.org

DOI

2025

Learning Discriminative Representations in Videos via Active Embedding Distance Correlation

Qingsong Zhao, Yi Wang, Yi-Nan He, Yu Qiao, Cairong Zhao

IEEE Signal Processing Letters

DOI

2025

Make Your Training Flexible: Towards Deployment-Efficient Video Models

Chen-Ting Wang, Kun-Chang Li, Tianxiang Jiang, Xiang-Yun Zeng, Yi Wang, Li-Min Wang

IEEE International Conference on Computer Vision

DOI

2025

VideoChat-R1: Enhancing Spatio-Temporal Perception via Reinforcement Fine-Tuning

Xin-Hao Li, Ziang Yan, Desen Meng, Lu Dong, Xiang-Yun Zeng, Yi-Nan He, Ya-Li Wang, Yu Qiao, Yi Wang, Li-Min Wang

arXiv.org

DOI

2024

Task Preference Optimization: Improving Multimodal Large Language Models with Vision Task Alignment

Ziang Yan, Zhi-Lin Li, Yi-Nan He, Chen-Ting Wang, Kun-Chang Li, Xin-Hao Li, Xiang-Yun Zeng, Zi-Lei Wang, Ya-Li Wang, Yu Qiao, Li-Min Wang, Yi Wang

Computer Vision and Pattern Recognition

DOI

2024

ViLLa: Video Reasoning Segmentation with Large Language Model

Rongkun Zheng, Lu Qi, Xi Chen, Yi Wang, Kun Wang, Yu Qiao, Heng-Shuang Zhao

IEEE International Conference on Computer Vision

DOI

2024

VideoMamba: State Space Model for Efficient Video Understanding

Kun-Chang Li, Xin-Hao Li, Yi Wang, Yi-Nan He, Ya-Li Wang, Li-Min Wang, Yu Qiao

European Conference on Computer Vision

DOI

2024

From GPT-4 to Gemini and Beyond: Assessing the Landscape of MLLMs on Generalizability, Trustworthiness and Causality through Four Modalities

Chao-Chao Lu, Chen Qian, Guo-Dong Zheng, Hongxing Fan, Hongzhi Gao, Jie Zhang, Jing Shao, Jingyi Deng, Jin-Lan Fu, Kexin Huang, Kun-Chang Li, Lijun Li, Li-Min Wang, Lu Sheng, Meiqiu Chen, Ming Zhang, Qi-Bing Ren, Si-Rui Chen, Tao Gui, Wan-Li Ouyang, Ya-Li Wang, Yan Teng, Yaru Wang, Yi Wang, Yi-Nan He, Ying-Chun Wang, Yi-Xu Wang, Yong-Ting Zhang, Yu Qiao, Yu-Jiong Shen, Yurong Mou, Yuxi Chen, Zai-Bin Zhang, Zhelun Shi, Zhen-fei Yin, Zhipin Wang

arXiv.org

DOI

2024

Does Video-Text Pretraining Help Open-Vocabulary Online Action Detection?

Qingsong Zhao, Yi Wang, Jilan Xu, Yi-Nan He, Zifan Song, Li-Min Wang, Yu Qiao, Cairong Zhao

Neural Information Processing Systems

DOI

2024

VideoChat-Flash: Hierarchical Compression for Long-Context Video Modeling

Xin-Hao Li, Yi Wang, Jiashuo Yu, Xiang-Yun Zeng, Yu-Han Zhu, Haian Huang, Jianfei Gao, Kun-Chang Li, Yi-Nan He, Chen-Ting Wang, Yu Qiao, Ya-Li Wang, Li-Min Wang

arXiv.org

DOI

2024

OmniCorpus: A Unified Multimodal Corpus of 10 Billion-Level Images Interleaved with Text

Qingyun Li, Zhe Chen, Wei-Yun Wang, Wen-Hai Wang, Sheng-Long Ye, Zhen-Jiang Jin, Guan-Zhou Chen, Yi-Nan He, Zhangwei Gao, Erfei Cui, Jiashuo Yu, Hao Tian, Jia-Sheng Zhou, Chaochao Xu, Bin Wang, Xing-Jian Wei, Wei Li, Wen-Jian Zhang, Bo Zhang, Pin-Long Cai, Li-Cheng Wen, Xiangchao Yan, Zhen-Xiang Li, Pei Chu, Yi Wang, Min Dou, Chang-Yao Tian, Xi-Zhou Zhu, Lewei Lu, Yushi Chen, Jun-Jian He, Zhong-Ying Tu, Tong Lu, Ya-Li Wang, Limin Wang, Da-Hua Lin, Yu Qiao, Bo Shi, Cong-Hui He, Jifeng Dai

International Conference on Learning Representations

DOI

2024

Expanding Performance Boundaries of Open-Source Multimodal Models with Model, Data, and Test-Time Scaling

Zhe Chen, Wei-Yun Wang, Yue Cao, Yang-Zhou Liu, Zhangwei Gao, Erfei Cui, Jin-Guo Zhu, Sheng-Long Ye, Hao Tian, Zhaoyang Liu, Li-Xin Gu, Xue-Hui Wang, Qing-Yun Li, Yi-Ming Ren, Zi-Xuan Chen, Jia-Peng Luo, Jiahao Wang, Tan Jiang, Bo Wang, Cong-Hui He, Bo-Tian Shi, Xing-Cheng Zhang, Han Lv, Yi Wang, Wen-Qi Shao, Pei Chu, Zhong-Ying Tu, Tong He, Zhi-Yong Wu, Hui Deng, Jia-Ye Ge, Kaiming Chen, Min Dou, Lewei Lu, Xi-Zhou Zhu, Tong Lu, Da-Hu Lin, Yunfeng Qiao, Jifeng Dai, Wen-Hai Wang

arXiv.org

DOI

2024

TimeSuite: Improving MLLMs for Long Video Understanding via Grounded Tuning

Xiang-Yun Zeng, Kun-Chang Li, Chen-Ting Wang, Xin-Hao Li, Tianxiang Jiang, Ziang Yan, Song-Ze Li, Yan-Song Shi, Zheng-Rong Yue, Yi Wang, Ya-Li Wang, Yu Qiao, Li-Min Wang

International Conference on Learning Representations

DOI

2024

SyncVIS: Synchronized Video Instance Segmentation

Rongkun Zheng, Lu Qi, Xi Chen, Yi Wang, Kun Wang, Yu Qiao, Heng-Shuang Zhao

Neural Information Processing Systems

DOI

2024

InternVideo2: Scaling Foundation Models for Multimodal Video Understanding

Yi Wang, Kun-Chang Li, Xin-Hao Li, Jiashuo Yu, Yi-Nan He, Chen-Ting Wang, Guo Chen, Baoqi Pei, Ziang Yan, Rongkun Zheng, Jilan Xu, Zun Wang, Yan-Song Shi, Tianxiang Jiang, Song-Ze Li, Hong-Jie Zhang, Yifei Huang, Yu Qiao, Ya-Li Wang, Li-Min Wang

European Conference on Computer Vision

DOI

2024

G²Face: High-Fidelity Reversible Face Anonymization via Generative and Geometric Priors

Haoxin Yang, Xuemiao Xu, Cheng Xu, Huaidong Zhang, Jing Qin, Yi Wang, Pheng‐Ann Heng, Shengfeng He

IEEE Transactions on Information Forensics and Security

DOI

2023

InternVid: A Large-scale Video-Text Dataset for Multimodal Understanding and Generation

Yi Wang, Yi-Nan He, Yi-Zhuo Li, Kun-Chang Li, Jiashuo Yu, Xin Ma, Xin-Hao Li, Guo Chen, Xin-Yuan Chen, Yao-Hui Wang, Ping Luo, Ziwei Liu, Ya-Li Wang, Li-Min Wang, Y. Qiao

International Conference on Learning Representations

DOI

2023

H ILBERT F LATTENING : A L OCALITY -P RESERVING M ATRIX U NFOLDING M ETHOD FOR V ISUAL D ISCRIMINATION

Qingsong Zhao, Yi Wang, Zhi-Peng Zhou, Duo-Qian Miao, Yu Qiao, Li-Min Wang, Cai-Rong Zhao

2023

InternGPT: Solving Vision-Centric Tasks by Interacting with Chatbots Beyond Language

Zhaoyang Liu, Yi-Nan He, Wen-Hai Wang, Wei-Yun Wang, Yi Wang, Shoufa Chen, Qing-Long Zhang, Ze-Qiang Lai, Yang Yang, Qingyun Li, Jiashuo Yu, Kun-Chang Li, Zhe Chen, Xuecheng Yang, Xi-Zhou Zhu, Ya-Li Wang, Li-Min Wang, Ping Luo, Ji-Feng Dai, Yu Qiao

arXiv.org

DOI

2023

Harvest Video Foundation Models via Efficient Post-Pretraining

Yi-Zhuo Li, Kun-Chang Li, Yi-Nan He, Yi Wang, Ya-Li Wang, Li-Min Wang, Yu Qiao, Ping Luo

arXiv.org

DOI

2023

TMT-VIS: Taxonomy-aware Multi-dataset Joint Training for Video Instance Segmentation

Rongkun Zheng, Lu Qi, Xi Chen, Yi Wang, Kun Wang, Yu Qiao, Heng-Shuang Zhao

Neural Information Processing Systems

DOI

2023

MVBench: A Comprehensive Multi-modal Video Understanding Benchmark

Kun-Chang Li, Ya-Li Wang, Yi-Nan He, Yi-Zhuo Li, Yi Wang, Yi Liu, Zun Wang, Jilan Xu, Guo Chen, Ping Lou, Li-Min Wang, Yu Qiao

Computer Vision and Pattern Recognition

DOI

2023

UniFormerV2: Unlocking the Potential of Image ViTs for Video Understanding

Kun-Chang Li, Ya-Li Wang, Yi-Nan He, Yi-Zhuo Li, Yi Wang, Li-Min Wang, Yu Qiao

IEEE International Conference on Computer Vision

DOI

2023

Unmasked Teacher: Towards Training-Efficient Video Foundation Models

Kun-Chang Li, Ya-Li Wang, Yi-Zhuo Li, Yi Wang, Yi-Nan He, Li-Min Wang, Yu Qiao

IEEE International Conference on Computer Vision

DOI

2023

Retrieving-to-Answer: Zero-Shot Video Question Answering with Frozen Large Language Models

Junting Pan, Zi-Yi Lin, Yu-Ying Ge, Xia-Tian Zhu, Renrui Zhang, Yi Wang, Yu Qiao, Hongsheng Li

2023 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW)

DOI

2023

Learning Open-Vocabulary Semantic Segmentation Models From Natural Language Supervision

Jilan Xu, Junlin Hou, Yuejie Zhang, Rui Feng, Yi Wang, Yu Qiao, Weidi Xie

Computer Vision and Pattern Recognition

DOI

2023

VideoMAE V2: Scaling Video Masked Autoencoders with Dual Masking

Li-Min Wang, Bingkun Huang, Zhi-Yue Zhao, Zhan Tong, Yi-Nan He, Yi Wang, Ya-Li Wang, Yu Qiao

Computer Vision and Pattern Recognition

DOI

2023

Detection and Defense of XSS Attack Script Based on Machine Learning

Huanxi Zhao, Yi Wang

2023 IEEE International Conference on Sensors, Electronics and Computer Engineering (ICSECE)

DOI

2023

Boosting Accuracy and Robustness of Student Models via Adaptive Adversarial Distillation

Bo Huang, Mingyang Chen, Yi Wang, Junda Lu, Minhao Cheng, Wei Wang

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

DOI

2022

Disentanglement of Deep Features for Adversarial Face Detection

Bo Yan, Quanwei Wu, Yi Wang

Lecture notes in computer science

DOI

2021

A Smart Adversarial Attack on Deep Hashing Based Image Retrieval

Junda Lu, Mingyang Chen, Yifang Sun, Wei Wang, Yi Wang, Xiaochun Yang

International Conference on Multimedia Retrieval

DOI

2021

DAIR: A Query-Efficient Decision-based Attack on Image Retrieval Systems

Mingyang Chen, Junda Lu, Yi Wang, Jianbin Qin, Wei Wang

International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)

DOI

2021

Adversarial Defence by Diversified Simultaneous Training of Deep Ensembles

Bo Huang, Zhiwei Ke, Yi Wang, Wei Wang, Linlin Shen, Feng Liu

Proceedings of the AAAI Conference on Artificial Intelligence

DOI

2020

Decision-based evasion attacks on tree ensemble classifiers

Fuyong Zhang, Yi Wang, Shigang Liu, Hua Wang

World Wide Web

DOI

2020

Group-Wise Dynamic Dropout Based on Latent Semantic Variations

Zhiwei Ke, Zhiwei Wen, Weicheng Xie, Yi Wang, Linlin Shen

Proceedings of the AAAI Conference on Artificial Intelligence

DOI

2019

Model-Agnostic Adversarial Detection by Random Perturbations

Bo Huang, Yi Wang, Wei Wang

International Joint Conference on Artificial Intelligence

DOI

2018

Cost-Sensitive Label Propagation for Semi-Supervised Face Recognition

Jianwu Wan, Yi Wang

IEEE Transactions on Information Forensics and Security

DOI

2018

Discriminative Latent Semantic Regression for Cross-Modal Hashing of Multimedia Retrieval

Jianwu Wan, Yi Wang

IEEE International Conference on Multimedia Big Data

DOI

2018

Gradient Correlation: Are Ensemble Classifiers More Robust Against Evasion Attacks in Practical Settings?

Fuyong Zhang, Yi Wang, Hua Wang

Lecture notes in computer science

DOI

2017

Inference-Based Similarity Search in Randomized Montgomery Domains for Privacy-Preserving Biometric Identification

Yi Wang, Jianwu Wan, Jun Qing Guo, Yiu‐ming Cheung, Pong Chi Yuen

IEEE Transactions on Pattern Analysis and Machine Intelligence

DOI

书籍章节

2025

Robustness Feature Adapter for Efficient Adversarial Training

Quanwei Wu, Jun Qing Guo, Wei Wang, Yi Wang

Frontiers in artificial intelligence and applications

DOI

2023

Deep Ensemble Robustness by Adaptive Sampling in Dropout-Based Simultaneous Training

Quanwei Wu, Bo Huang, Yi Wang, Zhiwei Ke, Da Luo

Frontiers in artificial intelligence and applications

DOI

研究方向

模式识别与机器学习近五年从事人工智能与信息安全的跨学科领域研究工作在该方向上

此主页由公开资料整理，尚未经学者本人认领。