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ORCIDXinhua Zeng
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Publications
- 2025
[j16]Mengyang Zhao
, Xinhua Zeng, Yang Liu, Jing Liu, Chengxin Pang:
Rethinking prediction-based video anomaly detection from local-global normality perspective. Expert Syst. Appl. 262: 125581 (2025)- [c15]Hao Yang, Hongyuan Lu, Xinhua Zeng, Yang Liu, Xiang Zhang, Haoran Yang, Yumeng Zhang, Shan Huang, Yiran Wei, Wai Lam:
Stephanie: Step-by-Step Dialogues for Mimicking Human Interactions in Social Conversations. NAACL (Findings) 2025: 153-166 - [i6]Jianyu Wu, Hao Yang, Xinhua Zeng, Guibing He, Zhiyu Chen, Zihui Li, Xiaochuan Zhang, Yangyang Ma, Run Fang, Yang Liu:
PathVLM-R1: A Reinforcement Learning-Driven Reasoning Model for Pathology Visual-Language Tasks. CoRR abs/2504.09258 (2025) - 2024
- [j14]Kai Cheng, Xinhua Zeng, Yang Liu, Yaning Pan, Xinzhe Li:
Normality learning reinforcement for anomaly detection in surveillance videos. Knowl. Based Syst. 297: 111942 (2024) - [c12]Kai Cheng, Yaning Pan, Yang Liu, Xinhua Zeng, Rui Feng:
Denoising Diffusion-Augmented Hybrid Video Anomaly Detection via Reconstructing Noised Frames. IJCAI 2024: 695-703 - [i5]Hao Yang, Hongyuan Lu, Xinhua Zeng, Yang Liu, Xiang Zhang, Haoran Yang, Yumeng Zhang, Shan Huang, Yiran Wei, Wai Lam:
Stephanie: Step-by-Step Dialogues for Mimicking Human Interactions in Social Conversations. CoRR abs/2407.04093 (2024) - [i4]Zhangxun Li, Mengyang Zhao, Xuan Yang, Yang Liu, Jiamu Sheng, Xinhua Zeng, Tian Wang, Kewei Wu, Yu-Gang Jiang:
STNMamba: Mamba-based Spatial-Temporal Normality Learning for Video Anomaly Detection. CoRR abs/2412.20084 (2024) - 2023
- [j9]Kai Cheng, Yang Liu, Xinhua Zeng:
Learning Graph Enhanced Spatial-Temporal Coherence for Video Anomaly Detection. IEEE Signal Process. Lett. 30: 314-318 (2023) - [c10]Kai Cheng, Xinhua Zeng, Yang Liu, Mengyang Zhao, Chengxin Pang, Xing Hu:
Spatial-Temporal Graph Convolutional Network Boosted Flow-Frame Prediction For Video Anomaly Detection. ICASSP 2023: 1-5 - [i3]Kai Cheng, Xinhua Zeng, Yang Liu, Tian Wang, Chengxin Pang, Jing Teng, Zhaoyang Xia, Jing Liu:
Configurable Spatial-Temporal Hierarchical Analysis for Flexible Video Anomaly Detection. CoRR abs/2305.07328 (2023) - 2022
- [j2]Donglai Wei, Yang Liu, Xiaoguang Zhu, Jing Liu, Xinhua Zeng:
MSAF: Multimodal Supervise-Attention Enhanced Fusion for Video Anomaly Detection. IEEE Signal Process. Lett. 29: 2178-2182 (2022) - [c8]Donglai Wei, Chen-Geng Liu, Yang Liu, Jing Liu, Xiao-Guang Zhu, Xinhua Zeng:
Look, Listen and Pay More Attention: Fusing Multi-Modal Information for Video Violence Detection. ICASSP 2022: 1980-1984 - [c6]Mengyang Zhao, Yang Liu, Jing Liu, Xinhua Zeng:
Exploiting Spatial-temporal Correlations for Video Anomaly Detection. ICPR 2022: 1727-1733 - [c5]Jing Liu, Yang Liu, Chengwen Tian, Mengyang Zhao, Xinhua Zeng, Liang Song:
Multi-level Attention Fusion for Multimodal Driving Maneuver Recognition. ISCAS 2022: 2609-2613 - [c4]Jing Liu, Yang Liu, Donglai Wei, Wei Ni, Xinhua Zeng, Liang Song:
Attention-Based Auto-Encoder Framework for Abnormal Driving Detection. ISCAS 2022: 3150-3154 - [i2]Mengyang Zhao, Yang Liu, Jing Li, Xinhua Zeng:
Exploiting Spatial-temporal Correlations for Video Anomaly Detection. CoRR abs/2211.00829 (2022) - [i1]Mengyang Zhao, Xinhua Zeng, Jing Liu, Di Li, Chengxin Pang, Yang Liu:
LGN-Net: Local-Global Normality Network for Video Anomaly Detection. CoRR abs/2211.07454 (2022)
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