| Dysat: Deep neural representation learning on dynamic graphs via self-attention networks A Sankar, Y Wu, L Gou, W Zhang, H Yang Proceedings of the 13th international conference on web search and data …, 2020 | 588 | 2020 |
| Virtual keyboard adaptation for multilingual input Y Gao, L Gu, T Mathes, L Tahir, W Zhang US Patent App. 11/680,870, 2008 | 228 | 2008 |
| Dynamic graph representation learning via self-attention networks A Sankar, Y Wu, L Gou, W Zhang, H Yang arXiv preprint arXiv:1812.09430, 2018 | 145 | 2018 |
| DeepVID: Deep Visual Interpretation and Diagnosis for Image Classifiers via Knowledge Distillation J Wang, L Gou, W Zhang, H Yang, HW Shen IEEE transactions on visualization and computer graphics 25 (6), 2168-2180, 2019 | 125 | 2019 |
| How can self-attention networks recognize Dyck-n languages? J Ebrahimi, D Gelda, W Zhang arXiv preprint arXiv:2010.04303, 2020 | 46 | 2020 |
| Toward a foundation model for time series data CCM Yeh, X Dai, H Chen, Y Zheng, Y Fan, A Der, V Lai, Z Zhuang, ... Proceedings of the 32nd ACM International Conference on Information and …, 2023 | 36 | 2023 |
| Visual analytics for rnn-based deep reinforcement learning J Wang, W Zhang, H Yang, CCM Yeh, L Wang IEEE Transactions on Visualization and Computer Graphics 28 (12), 4141-4155, 2021 | 32 | 2021 |
| Embedding compression with hashing for efficient representation learning in large-scale graph CCM Yeh, M Gu, Y Zheng, H Chen, J Ebrahimi, Z Zhuang, J Wang, ... Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and …, 2022 | 23 | 2022 |
| SCANViz: Interpreting the symbol-concept association captured by deep neural networks through visual analytics J Wang, W Zhang, H Yang 2020 IEEE Pacific Visualization Symposium (PacificVis), 51-60, 2020 | 21 | 2020 |
| Transaction sequence processing with embedded real-time decision feedback W Zhang, L Wang, R Christensen, Y Zheng, L Gou, H Yang US Patent 11,153,314, 2021 | 20 | 2021 |
| Learning-from-disagreement: A model comparison and visual analytics framework J Wang, L Wang, Y Zheng, CCM Yeh, S Jain, W Zhang IEEE Transactions on Visualization and Computer Graphics 29 (9), 3809-3825, 2022 | 17 | 2022 |
| Developing high performance asr in the IBM multilingual speech-to-speech translation system X Cui, L Gu, B Xiang, W Zhang, Y Gao 2008 IEEE International Conference on Acoustics, Speech and Signal …, 2008 | 17 | 2008 |
| Visual analytics for machine learning: A data perspective survey J Wang, S Liu, W Zhang IEEE Transactions on Visualization and Computer Graphics, 2024 | 15 | 2024 |
| How does attention work in vision transformers? A visual analytics attempt Y Li, J Wang, X Dai, L Wang, CCM Yeh, Y Zheng, W Zhang, KL Ma IEEE transactions on visualization and computer graphics 29 (6), 2888-2900, 2023 | 15 | 2023 |
| Error-bounded approximate time series joins using compact dictionary representations of time series CCM Yeh, Y Zheng, J Wang, H Chen, Z Zhuang, W Zhang, E Keogh Proceedings of the 2022 SIAM International Conference on Data Mining (SDM …, 2022 | 15 | 2022 |
| Merchant category identification using credit card transactions CCM Yeh, Z Zhuang, Y Zheng, L Wang, J Wang, W Zhang 2020 IEEE International Conference on Big Data (Big Data), 1736-1744, 2020 | 15 | 2020 |
| Pcard: Personalized restaurants recommendation from card payment transaction records M Du, R Christensen, W Zhang, F Li The World Wide Web Conference, 2687-2693, 2019 | 15 | 2019 |
| Finding someone in my social directory whom i do not fully remember or barely know M Zhou, W Zhang, B Smith, E Varga, M Farias, H Badenes Proceedings of the 2012 ACM international conference on Intelligent User …, 2012 | 14 | 2012 |
| A collaborative transfer learning framework for cross-domain recommendation W Zhang, P Zhang, B Zhang, X Wang, D Wang Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and …, 2023 | 13 | 2023 |
| Normalization of language embeddings for cross-lingual alignment PO Aboagye, Y Zheng, CCM Yeh, J Wang, W Zhang, L Wang, H Yang, ... International Conference on Learning Representations, 2022 | 12 | 2022 |
