I’m currently an undergraduate student at Shanghai Jiao Tong University, majoring in Information Security (IEEE Pilot Class). I’m now researching under the supervision of Prof. Yichao Yan. Currently, I’m working on human-centric topics, including modeling human body, human motion, human activity and human interaction, and I welcome any invitation for collaboration or discussion.
I intend to gain some experience as an intern in a company while prepare my MS or PHD applications in Fall 2025, so if interested, please drop me an email!
🔥 News
📝 Publications
Inter-X: Towards Versatile Human-Human Interaction Analysis
*Liang Xu, Xintao Lv, Yichao Yan, Xin Jin, **Shuwen Wu**, Congsheng Xu, Yifan Liu, Yizhou Zhou, Fengyun Rao, Xingdong Sheng, Yunhui Liu, Wenjun Zeng, Xiaokang Yang. IEEE Conference on Computer Vision and Pattern Recognition (**CVPR**), 2024.* [[paper]](https://arxiv.org/pdf/2312.16051.pdf) [[project]](https://liangxuy.github.io/inter-x/)Inter-X is a large-scale human-human interaction MoCap dataset with ~11K interaction sequences and more than 8.1M frames. The fine-grained textual descriptions, semantic action categories, interaction order, and relationship and personality annotations allow for 4 categories of downstream tasks.
💻 Undergraduate Projects
SVD-InST: Image Style Transfer
In this project, we build our SVD-InST model for image style transfer on Stable Diffusion 1.4 model. By introducing the SVDiff and text inversion finetuning technique, we achieve decent result on the given dataset.
In this project, I tried to invent an arch combining CLIP and GAN to predict visual saliency. The model is trained on a dataset of eye tracking data where subjects are provided with text cues during the experiments.
Instruction Tuning on Tabular Data
In this project, I did some instruction tuning on GPT-J model. The tuned model demonstrates sufficient capacity to do classification and regression tasks on movielens datasets.
📇 Experiences
🎖 Honors and Awards
- ‘First Class Security’ Scholarship
📖 Educations
- 2021.09 - (now), Shanghai Jiao Tong University, Shanghai, China.
- 2018.09 - 2021.06, Shanghai High School, Shanghai, China.