Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Kai Wang

Eden: A Unified Environment Framework for Booming Reinforcement Learning Algorithms


Sep 04, 2021
Ruizhi Chen, Xiaoyu Wu, Yansong Pan, Kaizhao Yuan, Ling Li, TianYun Ma, JiYuan Liang, Rui Zhang, Kai Wang, Chen Zhang, Shaohui Peng, Xishan Zhang, Zidong Du, Qi Guo, Yunji Chen

* 19 pages,16 figures 

  Access Paper or Ask Questions

Harnessing Heterogeneity: Learning from Decomposed Feedback in Bayesian Modeling


Jul 07, 2021
Kai Wang, Bryan Wilder, Sze-chuan Suen, Bistra Dilkina, Milind Tambe


  Access Paper or Ask Questions

Align Yourself: Self-supervised Pre-training for Fine-grained Recognition via Saliency Alignment


Jun 30, 2021
Di Wu, Siyuan Li, Zelin Zang, Kai Wang, Lei Shang, Baigui Sun, Hao Li, Stan Z. Li


  Access Paper or Ask Questions

Learning MDPs from Features: Predict-Then-Optimize for Sequential Decision Problems by Reinforcement Learning


Jun 14, 2021
Kai Wang, Sanket Shah, Haipeng Chen, Andrew Perrault, Finale Doshi-Velez, Milind Tambe


  Access Paper or Ask Questions

An Efficient Training Approach for Very Large Scale Face Recognition


Jun 04, 2021
Kai Wang, Shuo Wang, Zhipeng Zhou, Xiaobo Wang, Xiaojiang Peng, Baigui Sun, Hao Li, Yang You

* This is a very effcient framework for ultra-large-scale classification tasks. Our code is available at https://github.com/tiandunx/FFC. We will keep updating! 

  Access Paper or Ask Questions

ACAE-REMIND for Online Continual Learning with Compressed Feature Replay


May 18, 2021
Kai Wang, Luis Herranz, Joost van de Weijer

* Under review 

  Access Paper or Ask Questions

A Received Power Model for Reconfigurable Intelligent Surface and Measurement-based Validations


May 13, 2021
Zipeng Wang, Li Tan, Haifan Yin, Kai Wang, Xilong Pei, David Gesbert

* 5 pages, 6 figures, submitted 

  Access Paper or Ask Questions

Learning to Cluster Faces via Transformer


Apr 23, 2021
Jinxing Ye, Xioajiang Peng, Baigui Sun, Kai Wang, Xiuyu Sun, Hao Li, Hanqing Wu

* Face Transformer 

  Access Paper or Ask Questions

Continual learning in cross-modal retrieval


Apr 19, 2021
Kai Wang, Luis Herranz, Joost van de Weijer

* 2nd CLVISION workshop in CVPR 2021 

  Access Paper or Ask Questions

Personalized Bundle Recommendation in Online Games


Apr 12, 2021
Qilin Deng, Kai Wang, Minghao Zhao, Zhene Zou, Runze Wu, Jianrong Tao, Changjie Fan, Liang Chen

* 8 pages, 10 figures, accepted paper on CIKM 2020 

  Access Paper or Ask Questions

Reinforcement Learning with a Disentangled Universal Value Function for Item Recommendation


Apr 11, 2021
Kai Wang, Zhene Zou, Qilin Deng, Runze Wu, Jianrong Tao, Changjie Fan, Liang Chen, Peng Cui

* 9 pages, 4 figures, to be published in Proceedings of the AAAI Conference on Artificial Intelligence 2021 

  Access Paper or Ask Questions

High-efficiency Euclidean-based Models for Low-dimensional Knowledge Graph Embeddings


Mar 27, 2021
Kai Wang, Yu Liu, Quan Z. Sheng

* 7 pages, 3 figures 

  Access Paper or Ask Questions

TSTNN: Two-stage Transformer based Neural Network for Speech Enhancement in the Time Domain


Mar 18, 2021
Kai Wang, Bengbeng He, Wei-Ping Zhu

* 5 pages, 4 figures, accepted by IEEE ICASSP 2021 

  Access Paper or Ask Questions

On Implicit Attribute Localization for Generalized Zero-Shot Learning


Mar 08, 2021
Shiqi Yang, Kai Wang, Luis Herranz, Joost van de Weijer

* To appear in IEEE Signal Processing Letters. Overlapped with arXiv:2006.05938 

  Access Paper or Ask Questions

A Benchmark of Ocular Disease Intelligent Recognition: One Shot for Multi-disease Detection


Feb 16, 2021
Ning Li, Tao Li, Chunyu Hu, Kai Wang, Hong Kang

* 17 pages 

  Access Paper or Ask Questions

Applications of Deep Learning in Fundus Images: A Review


Jan 25, 2021
Tao Li, Wang Bo, Chunyu Hu, Hong Kang, Hanruo Liu, Kai Wang, Huazhu Fu

* Medical Image Analysis 2021 

  Access Paper or Ask Questions

Exploring Emotion Features and Fusion Strategies for Audio-Video Emotion Recognition


Dec 27, 2020
Hengshun Zhou, Debin Meng, Yuanyuan Zhang, Xiaojiang Peng, Jun Du, Kai Wang, Yu Qiao

* Accepted by ACM ICMI'19 (2019 International Conference on Multimodal Interaction) 

  Access Paper or Ask Questions

AdnFM: An Attentive DenseNet based Factorization Machine for CTR Prediction


Dec 20, 2020
Kai Wang, Chunxu Shen, Wenye Ma


  Access Paper or Ask Questions

AU-Guided Unsupervised Domain Adaptive Facial Expression Recognition


Dec 18, 2020
Kai Wang, Yuxin Gu, Xiaojiang Peng, Baigui Sun, Hao Li

* This is a very simple CD-FER framework 

  Access Paper or Ask Questions

Interpretable Visual Reasoning via Induced Symbolic Space


Nov 23, 2020
Zhonghao Wang, Mo Yu, Kai Wang, Jinjun Xiong, Wen-mei Hwu, Mark Hasegawa-Johnson, Humphrey Shi


  Access Paper or Ask Questions

Revisiting Graph Neural Networks for Link Prediction


Oct 30, 2020
Muhan Zhang, Pan Li, Yinglong Xia, Kai Wang, Long Jin


  Access Paper or Ask Questions

Suppressing Mislabeled Data via Grouping and Self-Attention


Oct 29, 2020
Xiaojiang Peng, Kai Wang, Zhaoyang Zeng, Qing Li, Jianfei Yang, Yu Qiao

* This is a novel noisy-robust learning method 

  Access Paper or Ask Questions

Multi-teacher Knowledge Distillation for Knowledge Graph Completion


Oct 19, 2020
Kai Wang, Yu Liu, Qian Ma, Quan Z. Sheng

* 11 pages, 4 figures 

  Access Paper or Ask Questions

ShapeAssembly: Learning to Generate Programs for 3D Shape Structure Synthesis


Sep 17, 2020
R. Kenny Jones, Theresa Barton, Xianghao Xu, Kai Wang, Ellen Jiang, Paul Guerrero, Niloy J. Mitra, Daniel Ritchie

* Accepted to Siggraph Asia 2020; project page: https://rkjones4.github.io/shapeAssembly.html 

  Access Paper or Ask Questions

Dual-Mandate Patrols: Multi-Armed Bandits for Green Security


Sep 14, 2020
Lily Xu, Elizabeth Bondi, Fei Fang, Andrew Perrault, Kai Wang, Milind Tambe

* 9 pages (paper and references), 3 page appendix. 6 figures and 1 table 

  Access Paper or Ask Questions