Wei Wang

Publication Activity (10 Years)

Years Active: 2007-2023
Publications (10 Years): 61

Top Topics

Feature Engineering

Top Venues

Publications

Qingpeng Cai, Can Cui, Yiyuan Xiong, Wei Wang, Zhongle Xie, Meihui Zhang
A Survey on Deep Reinforcement Learning for Data Processing and Analytics. IEEE Trans. Knowl. Data Eng. 35 (5) (2023)
Kaiping Zheng, Thao Nguyen, Jesslyn Hwei Sing Chong, Charlene Enhui Goh, Melanie Herschel, Hee Hoon Lee, Beng Chin Ooi, Wei Wang, James Wei Luen Yip
A Dietary Nutrition-aided Healthcare Platform via Effective Food Recognition on a Localized Singaporean Food Dataset. CoRR (2023)
Qingpeng Cai, Kaiping Zheng, Beng Chin Ooi, Wei Wang, Chang Yao
ELDA: Learning Explicit Dual-Interactions for Healthcare Analytics. ICDE (2022)
Zhanghao Yu, Fatima T. Alrashdan, Wei Wang, Matthew Parker, Xinyu Chen, Frank Y. Chen, Joshua Woods, Zhiyu Chen, Jacob T. Robinson, Kaiyuan Yang
Magnetoelectric backscatter communication for millimeter-sized wireless biomedical implants. MobiCom (2022)
Naili Xing, Sai Ho Yeung, Chenghao Cai, Teck Khim Ng, Wei Wang, Kaiyuan Yang, Nan Yang, Meihui Zhang, Gang Chen, Beng Chin Ooi
SINGA-Easy: An Easy-to-Use Framework for MultiModal Analysis. CoRR (2021)
Shaofeng Cai, Yao Shu, Wei Wang
Dynamic Routing Networks. WACV (2021)
Can Cui, Wei Wang, Meihui Zhang, Gang Chen, Zhaojing Luo, Beng Chin Ooi
AlphaEvolve: A Learning Framework to Discover Novel Alphas in Quantitative Investment. SIGMOD Conference (2021)
Lei Zhu, Zhaojing Luo, Wei Wang, Meihui Zhang, Gang Chen, Kaiping Zheng
Towards Robust Cross-domain Image Understanding with Unsupervised Noise Removal. ACM Multimedia (2021)
Naili Xing, Sai Ho Yeung, Chenghao Cai, Teck Khim Ng, Wei Wang, Kaiyuan Yang, Nan Yang, Meihui Zhang, Gang Chen, Beng Chin Ooi
SINGA-Easy: An Easy-to-Use Framework for MultiModal Analysis. ACM Multimedia (2021)
Lei Zhu, Zhaojing Luo, Wei Wang, Meihui Zhang, Gang Chen, Kaiping Zheng
Towards Robust Cross-domain Image Understanding with Unsupervised Noise Removal. CoRR (2021)
Qingpeng Cai, Can Cui, Yiyuan Xiong, Wei Wang, Zhongle Xie, Meihui Zhang
A Survey on Deep Reinforcement Learning for Data Processing and Analytics. CoRR (2021)
Can Cui, Wei Wang, Meihui Zhang, Gang Chen, Zhaojing Luo, Beng Chin Ooi
AlphaEvolve: A Learning Framework to Discover Novel Alphas in Quantitative Investment. CoRR (2021)
Yiwei Wang, Wei Wang, Yuxuan Liang, Yujun Cai, Bryan Hooi
Mixup for Node and Graph Classification. WWW (2021)
Yiwei Wang, Yujun Cai, Yuxuan Liang, Wei Wang, Henghui Ding, Muhao Chen, Jing Tang, Bryan Hooi
Structure-Aware Label Smoothing for Graph Neural Networks. CoRR (2021)
Yiwei Wang, Wei Wang, Yuxuan Liang, Yujun Cai, Bryan Hooi
CurGraph: Curriculum Learning for Graph Classification. WWW (2021)
Panpan Qi, Wei Wang, Lei Zhu, See-Kiong Ng
Unsupervised Domain Adaptation for Static Malware Detection based on Gradient Boosting Trees. CIKM (2021)
Kaiping Zheng, Shaofeng Cai, Horng Ruey Chua, Wei Wang, Kee Yuan Ngiam, Beng Chin Ooi
TRACER: A Framework for Facilitating Accurate and Interpretable Analytics for High Stakes Applications. SIGMOD Conference (2020)
Dumitrel Loghin, Shaofeng Cai, Gang Chen, Tien Tuan Anh Dinh, Feiyi Fan, Qian Lin, Janice Ng, Beng Chin Ooi, Xutao Sun, Quang-Trung Ta, Wei Wang, Xiaokui Xiao, Yang Yang, Meihui Zhang, Zhonghua Zhang
The Disruptions of 5G on Data-Driven Technologies and Applications. IEEE Trans. Knowl. Data Eng. 32 (6) (2020)
Yiwei Wang, Shenghua Liu, Minji Yoon, Hemank Lamba, Wei Wang, Christos Faloutsos, Bryan Hooi
Provably Robust Node Classification via Low-Pass Message Passing. ICDM (2020)
Yuhang Li, Xin Dong, Wei Wang
Additive Powers-of-Two Quantization: An Efficient Non-uniform Discretization for Neural Networks. ICLR (2020)
Panpan Qi, Zhaoqi Zhang, Wei Wang, Chang Yao
Malware Detection by Exploiting Deep Learning over Binary Programs. ICPR (2020)
Yuhang Li, Xin Dong, Sai Qian Zhang, Haoli Bai, Yuanpeng Chen, Wei Wang
RTN: Reparameterized Ternary Network. AAAI (2020)
Yiwei Wang, Wei Wang, Yuxuan Liang, Yujun Cai, Juncheng Liu, Bryan Hooi
NodeAug: Semi-Supervised Node Classification with Data Augmentation. KDD (2020)
Xingmei Wang, Fuzhao Xue, Wei Wang, Anhua Liu
A network model of speaker identification with new feature extraction methods and asymmetric BLSTM. Neurocomputing 403 (2020)
Wanqi Xue, Wei Wang
One-Shot Image Classification by Learning to Restore Prototypes. AAAI (2020)
Yiwei Wang, Wei Wang, Yujun Cai, Bryan Hooi, Beng Chin Ooi
Detecting Implementation Bugs in Graph Convolutional Network based Node Classifiers. ISSRE (2020)
Wanqi Xue, Wei Wang
One-Shot Image Classification by Learning to Restore Prototypes. CoRR (2020)
Zhaoqi Zhang, Panpan Qi, Wei Wang
Dynamic Malware Analysis with Feature Engineering and Feature Learning. AAAI (2020)
Junshu Jiang, Songyun Ye, Wei Wang, Jingran Xu, Xiaosheng Luo
Learning Effective Representations for Person-Job Fit by Feature Fusion. CIKM (2020)
Junshu Jiang, Songyun Ye, Wei Wang, Jingran Xu, Xiaosheng Luo
Learning Effective Representations for Person-Job Fit by Feature Fusion. CoRR (2020)
Yuxin Ma, Anthony K. H. Tung, Wei Wang, Xiang Gao, Zhigeng Pan, Wei Chen
ScatterNet: A Deep Subjective Similarity Model for Visual Analysis of Scatterplots. IEEE Trans. Vis. Comput. Graph. 26 (3) (2020)
Kaiping Zheng, Shaofeng Cai, Horng Ruey Chua, Wei Wang, Kee Yuan Ngiam, Beng Chin Ooi
TRACER: A Framework for Facilitating Accurate and Interpretable Analytics for High Stakes Applications. CoRR (2020)
Ziqiang Cheng, Yang Yang, Wei Wang, Wenjie Hu, Yueting Zhuang, Guojie Song
Time2Graph: Revisiting Time Series Modeling with Dynamic Shapelets. AAAI (2020)
Yao Shu, Wei Wang, Shaofeng Cai
Understanding Architectures Learnt by Cell-based Neural Architecture Search. ICLR (2020)
Dongxiang Zhang, Wei Wang, Bin Cui, Heng Tao Shen
Special Issue of APWeb-WAIM 2019. Data Sci. Eng. 4 (4) (2019)
Yuhang Li, Xin Dong, Sai Qian Zhang, Haoli Bai, Yuanpeng Chen, Wei Wang
RTN: Reparameterized Ternary Network. CoRR (2019)
Wei Wang, Meihui Zhang, Gang Chen, H. V. Jagadish, Beng Chin Ooi, Kian-Lee Tan
Database Meets Deep Learning: Challenges and Opportunities. CoRR (2019)
Beng Chin Ooi, Gang Chen, Dumitrel Loghin, Wei Wang, Meihui Zhang
5G: Agent for Further Digital Disruptive Transformations. CoRR (2019)
Shaofeng Cai, Jinyang Gao, Meihui Zhang, Wei Wang, Gang Chen, Beng Chin Ooi
Effective and Efficient Dropout for Deep Convolutional Neural Networks. CoRR (2019)
Dumitrel Loghin, Shaofeng Cai, Gang Chen, Tien Tuan Anh Dinh, Feiyi Fan, Qian Lin, Janice Ng, Beng Chin Ooi, Xutao Sun, Quang-Trung Ta, Wei Wang, Xiaokui Xiao, Yang Yang, Meihui Zhang, Zhonghua Zhang
The Disruptions of 5G on Data-driven Technologies and Applications. CoRR (2019)
Beng Chin Ooi, Gang Chen, Dumitrel Loghin, Wei Wang, Meihui Zhang
5G: Agent for Further Digital Disruptive Transformations. IEEE Data Eng. Bull. 42 (3) (2019)
Yi Sen Ng, Wanqi Xue, Wei Wang, Panpan Qi
Convolutional Neural Networks for Food Image Recognition: An Experimental Study. MADiMa @ ACM Multimedia (2019)
Zhaoqi Zhang, Panpan Qi, Wei Wang
Dynamic Malware Analysis with Feature Engineering and Feature Learning. CoRR (2019)
Shaofeng Cai, Yao Shu, Wei Wang, Beng Chin Ooi
ISBNet: Instance-aware Selective Branching Network. CoRR (2019)
Ziqiang Cheng, Yang Yang, Wei Wang, Wenjie Hu, Yueting Zhuang, Guojie Song
Time2Graph: Revisiting Time Series Modeling with Dynamic Shapelets. CoRR (2019)
Qiang Long, Wei Wang, Jinfu Deng, Song Liu, Wenhao Huang, Fangying Chen, Sifan Liu
A Distributed System for Large-scale n-gram Language Models at Tencent. Proc. VLDB Endow. 12 (12) (2019)
Xuntao Cheng, Bingsheng He, Eric Lo, Wei Wang, Shengliang Lu, Xinyu Chen
Deploying Hash Tables on Die-Stacked High Bandwidth Memory. CIKM (2019)
Liangqu Long, Wei Wang, Jun Wen, Meihui Zhang, Qian Lin, Beng Chin Ooi
Object-Level Representation Learning for Few-Shot Image Classification. CoRR (2018)
Jinyang Gao, Wei Wang, Meihui Zhang, Gang Chen, H. V. Jagadish, Guoliang Li, Teck Khim Ng, Beng Chin Ooi, Sheng Wang, Jingren Zhou
PANDA: Facilitating Usable AI Development. CoRR (2018)
Wei Wang, Jinyang Gao, Meihui Zhang, Sheng Wang, Gang Chen, Teck Khim Ng, Beng Chin Ooi, Jie Shao, Moaz Reyad
Rafiki: Machine Learning as an Analytics Service System. Proc. VLDB Endow. 12 (2) (2018)
Wei Wang, Sheng Wang, Jinyang Gao, Meihui Zhang, Gang Chen, Teck Khim Ng, Beng Chin Ooi
Rafiki: Machine Learning as an Analytics Service System. CoRR (2018)
Kaiping Zheng, Wei Wang, Jinyang Gao, Kee Yuan Ngiam, Beng Chin Ooi, James Wei Luen Yip
Capturing Feature-Level Irregularity in Disease Progression Modeling. CIKM (2017)
Xin Ji, Wei Wang, Meihui Zhang, Yang Yang
Cross-Domain Image Retrieval with Attention Modeling. ACM Multimedia (2017)
Xin Ji, Wei Wang, Meihui Zhang, Yang Yang
Cross-Domain Image Retrieval with Attention Modeling. CoRR (2017)
Wei Wang, Xiaoyan Yang, Shouxu Jiang
Cross-Modal Search on Social Networking Systems by Exploring Wikipedia Concepts. ICADL (2016)
Wei Wang, Gang Chen, Haibo Chen, Tien Tuan Anh Dinh, Jinyang Gao, Beng Chin Ooi, Kian-Lee Tan, Sheng Wang
Deep Learning At Scale and At Ease. CoRR (2016)
Wei Wang, Gang Chen, Haibo Chen, Tien Tuan Anh Dinh, Jinyang Gao, Beng Chin Ooi, Kian-Lee Tan, Sheng Wang, Meihui Zhang
Deep Learning at Scale and at Ease. ACM Trans. Multim. Comput. Commun. Appl. 12 (4s) (2016)
Wei Wang, Meihui Zhang, Gang Chen, H. V. Jagadish, Beng Chin Ooi, Kian-Lee Tan
Database Meets Deep Learning: Challenges and Opportunities. SIGMOD Rec. 45 (2) (2016)
Wei Wang, Xiaoyan Yang, Beng Chin Ooi, Dongxiang Zhang, Yueting Zhuang
Effective deep learning-based multi-modal retrieval. VLDB J. 25 (1) (2016)
Beng Chin Ooi, Kian-Lee Tan, Sheng Wang, Wei Wang, Qingchao Cai, Gang Chen, Jinyang Gao, Zhaojing Luo, Anthony K. H. Tung, Yuan Wang, Zhongle Xie, Meihui Zhang, Kaiping Zheng
SINGA: A Distributed Deep Learning Platform. ACM Multimedia (2015)
Wei Wang, Gang Chen, Tien Tuan Anh Dinh, Jinyang Gao, Beng Chin Ooi, Kian-Lee Tan, Sheng Wang
SINGA: Putting Deep Learning in the Hands of Multimedia Users. ACM Multimedia (2015)
Yueting Zhuang, Zhou Yu, Wei Wang, Fei Wu, Siliang Tang, Jian Shao
Cross-Media Hashing with Neural Networks. ACM Multimedia (2014)
Wei Wang, Beng Chin Ooi, Xiaoyan Yang, Dongxiang Zhang, Yueting Zhuang
Effective Multi-Modal Retrieval based on Stacked Auto-Encoders. Proc. VLDB Endow. 7 (8) (2014)
Lihua Yu, Gang Chen, Wei Wang, Jinxiang Dong
MSFSS: A Storage System for Mass Small Files. CSCWD (2007)