2026

Through the Lens of Contrast: Self-Improving Visual Reasoning in VLMs Zhiyu Pan, Yizheng Wu, Jiashen Hua*†, Junyi Feng, Shaotian Yan, Bing Deng, Zhiguo Cao, Jieping Ye
International Conference on Learning Representations (ICLR), 2026. Oral presentation (223 / 18949)
[paper | code | 🤗dataset]

Illuminating Visual Identity in Universal Multimodal Embeddings Jiawei Cao, Junyi Feng, Jiashen Hua*†, Ziheng Huang, Bing Deng, Kaijie Wu, Chaochen Gu, Jieping Ye.
Computer Vision and Pattern Recognition (CVPR), 2026.
[paper | code]

Enhancing Weakly Supervised Multimodal Video Anomaly Detection through Text Guidance Shengyang Sun, Jiashen Hua, Junyi Feng, Xiaojin Gong.
IEEE Transactions on Multimedia (TMM), 2026.
[paper]

2025

Delving into Instance Modeling for Weakly Supervised Video Anomaly Detection Shengyang Sun, Jiashen Hua, Junyi Feng, Dongxu Wei, Baisheng Lai, Xiaojin Gong.
IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2025.
[paper]

2024

TDSD: Text-Driven Scene-Decoupled Weakly Supervised Video Anomaly Detection Shengyang Sun, Jiashen Hua, Junyi Feng, Dongxu Wei, Baisheng Lai, Xiaojin Gong.
ACM International Conference on Multimedia (ACM MM), 2024.
[paper]

2023

OAW-GAN: occlusion-aware warping GAN for unified human video synthesis Dongxu Wei, Kejie Huang, Liyuan Ma, Jiashen Hua, Baisheng Lai, Haibin Shen.
Applied Intelligence, 2023.
[paper]

2022

Online Convolutional Re-Parameterization Mu Hu, Junyi Feng, Jiashen Hua†, Baisheng Lai, Jianqiang Huang, Xiaojin Gong, Xian-Sheng Hua
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022.
[paper | code]

2021

RobTrack: A Robust Tracker Baseline towards Real-World Robustness in Multi-Object Tracking and Segmentation Dongxu Wei, Jiashen Hua, Hualiang Wang, Baisheng Lai, Kejie Huang, Chang Zhou, Jianqiang Huang, Xian-Sheng Hua.
IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshop (CVPRW), 2021.
[paper]

2020

Learning to Generate Content-Aware Dynamic Detectors Junyi Feng, Jiashen Hua, Baisheng Lai, Jianqiang Huang, Xi Li, Xian-sheng Hua
Preprint (Arxiv), 2020.
[paper]

2018

A Normalized Convolutional Neural Network for Guided Sparse Depth Upsampling Jiashen Hua, Xiaojin Gong
International Joint Conference on Artificial Intelligence (IJCAI), 2018.
[paper]