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I'm Xinpeng (Sampson) Li.

About me

GIF

  • 🎓 Incoming PhD candidate at CS of UTD, advised by Yapeng Tian. Here is my CV.
  • 👀 Currently engaged in artificial intelligence and affect computing research.
  • 📫 Feel free to reach out at (+86) 188 2607 4990 or [email protected].

Publications

TMM'23 VERT: End-to-End Visual Emotion Recognition with Subject-Context Transformers.
Xinpeng Li, Teng Wang, Shuyi Mao, Jinbao Wang, Xiaojiang Peng, and Feng Zheng.
Paper (Submitted version) & Code will come soon.
Submitted to TMM'23.



NeurIPS'23 Real3D-AD: A Dataset of Point Cloud Anomaly Detection.
Jiaqi Liu, Guoyang Xie, Ruitao Chen, Xinpeng Li, Jinbao Wang, Yong Liu, Chengjie Wang, Feng Zheng.
Paper & Code.
Accepted by NeurIPS'23.



TMM'23 Facial Action Units as A Bridge of Joint Dataset Training for Facial Expression Recognition.
Shuyi Mao, Xinpeng Li, Fan Zhang, Xiaojiang Peng, and Yang Yang.
Paper (Preliminary version) & Code will come soon.
Submitted to TMM'23.



ACMMM'22 Rail Detection: An Efficient Row-based Network and a New Benchmark.
Xinpeng Li, and Xiaojiang Peng.
Paper & Code.
Accepted by ACMMM'22.



IJCB'21 Sequential Interactive Biased Network for Context-Aware Emotion Recognition.
Xinpeng Li, Xiaojiang Peng, and Changxing Ding.
Paper & Code.
Accepted by IJCB'21.


Xinpeng Li's Projects

awesome-fer icon awesome-fer

A reading list of top Conferences & Journals, focused on facial expression recognition (FER), facial action unit (FAU) recognition and other emotion-related papers.

eagrnet icon eagrnet

Edge-aware Graph Representation Learning and Reasoning for Face Parsing (ECCV 2020)

mydensenet icon mydensenet

花时间研究DenseNet,感谢各路大神的github!

mydrgan icon mydrgan

Pytorch implimentation of《2017CVPR-Representation Learning by Rotating Your Faces》

myresnet icon myresnet

花时间研究ResNet,并在cifar10复现网络结果,感谢各路大神的博客!

myresnext icon myresnext

阅读论文,结合torch, pytorch, caffe代码,在CIFAR100编写网络文件并训练ResNeXt!

mytoos4caffe icon mytoos4caffe

平时使用python与caffe打交道,总结优化得到的小脚本,包括建模,数据处理,画图,应用等,不断更新

notes4cs229d icon notes4cs229d

结合cs229d笔记和幻灯片,简单地总结所学习的内容

notes4cs231n icon notes4cs231n

结合cs231n笔记和幻灯片,简单地总结所学习的内容

tricks-for-research-failure icon tricks-for-research-failure

科研回血真经:科研充满失败的时刻,每次遭遇失败都仿佛身受重伤,为了更快恢复神气,分享和收集回血的方法

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