About me

Hi, I am currently a fourth-year PhD student at National Laboratotry of Pattern Recognition(NLPR), Institute of Automation, Chinese Academy of Sciences(CASIA), under the supervision of Zhanyi Hu. Previously, I received my B.Eng degree in communication engineering from Wuhan University of Technology in 2017. Here are my CVs CN and EN.

My current research interests generally focus on zero-shot learning, domain generalization, generative model, and their applications to vision and multimedia data. I also have broad interests in disentangled representation learning, causal representation learning, self/semi-supervised learning, and bio-inspired deep learning.

News

• [2021/07/25]   The TIP paper was accepted.
• [2021/07/24]   The ICCV paper was rejected.
• [2021/07/12]   The KBS paper was accepted.
• [2021/04/30]   The IJCAI paper was rejected.
• [2021/03/26]   One paper is submitted to Knowledge based system, wish me luck.
• [2021/03/18]   One paper is submitted to ICCV 2021, wish me good luck.
• [2021/03/10]   One paper is accepted in ICME 2021.
• [2021/03/01]   One paper is accepted in CVPR 2021.
• [2021/01/20]   One paper is submitted to IJCAI 2021, good luck to myself.
• [2021/01/01]   One paper is submitted to TIP, wish me luck.

Recent research

 

Hardness Sampling for Self-Training Based Transductive Zero-Shot Learning
Bo Liu, Qiulei Dong, Zhanyi Hu
Accepted by CVPR, 2021. (AR=27%)
[PDF]

 

Rotation Transformation Network: Learning View-Invariant Point Cloud for Classification and Segmentation
Shuang Deng, Bo Liu, Qiulei Dong, Zhanyi Hu
Accepted by ICME, 2021. (AR=30%)
[PDF]

 

Zero-Shot Learning from Adversarial Feature Residual to Compact Visual Feature
Bo Liu, Qiulei Dong, Zhanyi Hu
Accepted by AAAI, 2020. (AR=20.6%)
[PDF]

 

Semantic-diversity transfer network for generalized zero-shot learning via inner disagreement based OOD detector
Bo Liu, Qiulei Dong, Zhanyi Hu
Under review in Knowledge based system, 2021.

 

Language-Level Semantics Conditioned 3D Point Cloud Segmentation
Bo Liu, Qiulei Dong, Shuang Deng, Zhanyi Hu
Under review in ICCV, 2021.

 

Segmenting 3D Hybrid Scenes via Zero-Shot Learning
Bo Liu, Qiulei Dong, Zhanyi Hu
Under review in IJCAI, 2021.

 

An Iterative Co-Training Transductive Framework for Zero Shot Learning
Bo Liu, Qiulei Dong, Zhanyi Hu
Under review in TIP, 2021.

Service

PC Member of AAAI 2021.
Workshop volunteer of ICPR 2018.

Personal

I have broad interests in reading about philosophy/history/economics.
I also love travelling, hiking and many other outdoor activities. Some recent travelling photos are shared below.