Publications

• • Z. Jiang, Q. Hou, L. Yuan, D. Zhou, Y. Shi, X. Jin, A. Wang, J. Feng, "All Tokens Matter: Token Labeling for Training Better Vision Transformers", Conference on Neural Information Processing Systems (NeurIPS), 2022.

  • T. Li, L. G. Foo, Q. Ke, H. Rahmani, A. Wang, J. Wang, and J. Liu, "Dynamic Spatio-Temporal Specialization Learning for Fine-Grained Action Recognition", European Conference on Computer Vision (ECCV), 2022

  • X. Shang, Z. Yuan, A. Wang, C. Wang, "Multimodal Video Summarization via Time-Aware Transformers", Proceedings of ACM International Conference on Multimedia (MM), 2021.

  • A. Wang, A. T. Luu, C. S. Foo, H. Zhu, Y. Tay and V. Chandrasekhar, "Holistic Multi-modal Memory Network for Movie Question Answering", IEEE Transactions on Image Processing (TIP), 2019.

  • L. Laugier*, A. Wang*, C. S. Foo, T. Guenais and V. Chandrasekhar, "Encoding Knowledge Graph with Graph CNN for Question Answering",   International Conference on Learning Representations (ICLR) workshop, 2019.

  • A. Wang, J. Cai, J. Lu and T.-J. Cham, "Structure-aware Multi-modal Feature Fusion for RGB-D Scene Classification and Beyond", ACM Transactions on Multimedia Computing, Communications and Applications (TOMM), 2018.

  • J. Chen, W.K. Cheung and A. Wang, "Learning Deep Unsupervised Binary Codes for Image Retrieval",   International Joint Conference on Artificial Intelligence (IJCAI), 2018.

  • A. Wang, J. Cai, J. Lu and T.-J. Cham, "Modality and Component Aware Feature Fusion for RGB-D Scene Classification", IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2016.

  • A. Wang, J. Cai, J. Lu and T.-J. Cham, "MMSS: Multi-modal Sharable and Specific Feature Learning for RGB-D Object Recognition", IEEE International Conference on Computer Vision (ICCV), 2015.

  • A. Wang, J. Lu, J. Cai, G. Wang and T.-J. Cham, "Unsupervised Joint Feature Learning and Encoding for RGB-D Scene Labeling", IEEE Transactions on Image Processing (TIP), 2015.

  • A. Wang, J. Lu, J. Cai,  T.-J. Cham and G. Wang, "Large-margin Multi-modal Deep Learning for RGB-D Object Recognition", IEEE Transactions on Multimedia (TMM), 2015.

• • A. Wang, J. Lu, G. Wang, J. Cai and T.-J. Cham, "Multi-modal Unsupervised Feature Learning for RGB-D Scene Labeling", European Conference on Computer Vision (ECCV),  2014. 

  • J. Chen, A. Wang and W.K. Cheung, "APHASH: Anchor-Based Probability Hashing for Image Retrieval",  IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2018.

  • J. Chen and A. Wang, "DDSH: Deep Distribution-Separating Hashing for Image Retrieval",  Pacific-Rim Conference on Multimedia (PCM), 2017.

  • A. Wang, J. Lu, J. Cai, G. Wang and T.-J. Cham, "Estimating Spatial Layout of Rooms from RGB-D Videos",  International Workshop on Multimedia Signal Processing (MMSP), 2014. (Top 10% award)

  • A. Wang, H. Zhu, J. Cai and J. Wu, "Multi-class Cosegmentation with Pairwise Active Learning",  Pacific-Rim Conference on Multimedia (PCM), 2013.

Education 

 Ph.D.  of Computer Science and Engineering                                                              2012 - 2016

•  Nanyang Technological University, Singapore                                                   

B.Eng. of Computer Science and Technology                                                               2008 - 2012

• Tianjin University, China                                                                                                   

Experience

Research Scientist                                                                                                                        2019 - present

•  Bytedance, Singapore                                                                                         

Research Scientist                                                                                                                        2018 - 2019

•  Institute for Infocomm Research, A*STAR                                                             

Assistant Professor                                                                                                                      2016 - 2018

• Department of Computer Science, Hong Kong Baptist University          

Professional Service

Reviewer

• CVPR/ICCV/IEEE Transactions on Image Processing/IEEE Transactions on Cybernetics/IEEE Transactions on Information Forensics and Security/IEEE Transactions on Neural Networks and Learning Systems/Neurocomputing/Plos One/ICME/PCM

Member of the Organizing Committee

• IAPR/IEEE Winter School on Biometrics 2017, 2018

 Awards

• Outstanding Ph.D. Thesis Honorable Mention Award, School of Computer Science and Engineering, NTU, 2017

• Top 10% Paper Award in MMSP, 2014