Publications


*: Equal contribution, ✉: Corresponding author

Generative Multi-Sensory Meditation: Exploring Immersive Depth and Activation in Virtual Reality.
Yuyang Jiang, Binzhu Xie, Lina Xu, Xiaokang Lei, Shi Qiu, Luwen Yu, Pan Hui.
ACM Multimedia (ACM MM), 2025

Trade-offs in Image Generation: How Do Different Dimensions Interact?
Sicheng Zhang*, Binzhu Xie*, Zhonghao Yan*, Yuli Zhang, Donghao Zhou, Xiaofei Chen, Shi Qiu, Jiaqi Liu, Guoyang Xie, Zhichao Lu.
International Conference on Computer Vision (ICCV), 2025.

EchoTraffic: Enhancing traffic anomaly understanding with audio-visual insights
Zhenghao Xing*, Hao Chen*, Binzhu Xie, Jiaqi Xu, Ziyu Guo, Xuemiao Xu, Jianye Hao, Chi-Wing Fu, Xiaowei Hu, Pheng-Ann Heng
Computer Vision and Pattern Recognition (CVPR), 2025.

Egolife: Towards egocentric life assistant
EgoLife Team
Computer Vision and Pattern Recognition (CVPR), 2025.

Creating Virtual Environments with 3D Gaussian Splatting: A Comparative Study
Shi Qiu, Binzhu Xie, Qixuan Liu, Pheng-Ann Heng
The IEEE Virtual Reality (IEEE VR) (Poster), 2025

Advancing Extended Reality with 3D Gaussian Splatting: Innovations and Prospects
Shi Qiu, Binzhu Xie, Qixuan Liu, Pheng-Ann Heng
IEEE International Conference on Artificial Intelligence & eXtended and Virtual Reality (AIxVR), 2025

FunQA: Towards Surprising Video Comprehension
Binzhu Xie*, Sicheng Zhang*, Zitang Zhou*, Bo Li, Yuanhan Zhang, Jack Hessel, Jingkang Yang, and Ziwei Liu
Accepted by European Conference on Computer Vision (ECCV), 2024.

Uncovering What, Why and How: A Comprehensive Benchmark for Causation Understanding of Video Anomaly
Hang Du*, Sicheng Zhang*, Binzhu Xie*, Guoshun Nan, Jiayang Zhang, Junrui Xu, Hangyu Liu, Sicong Leng, Jiangming Liu, Hehe Fan, Dajiu Huang, Jing Feng, Linli Chen, Can Zhang, Xuhuan Li, Hao Zhang, Jianhang Chen, Qimei Cui, Xiaofeng Tao
Accepted by Computer Vision and Pattern Recognition (CVPR), 2024.

DocMSU: A Comprehensive Benchmark for Document-level Multimodal Sarcasm Understanding
Hang Du, Guoshun Nan, Sicheng Zhang, Binzhu Xie, Junrui Xu, Hehe Fan, Qimei Cui, Xiaofeng Tao and Xudong Jiang
Accpeted by AAAI Conference on Artificial Intelligence (AAAI), 2024