| Cold Brew: Distilling Graph Node Representations with Incomplete or Missing Neighborhoods W Zheng, EW Huang, N Rao, S Katariya, Z Wang, K Subbian arXiv preprint arXiv, 2021 | 52 | 2021 |
| Tissue-guided LASSO for prediction of clinical drug response using preclinical samples EW Huang, A Bhope, J Lim, S Sinha, A Emad PLoS computational biology 16 (1), e1007607, 2020 | 35 | 2020 |
| A conditional probabilistic model for joint analysis of symptoms, diseases, and herbs in traditional Chinese medicine patient records S Wang, EW Huang, R Zhang, X Zhang, B Liu, X Zhou, CX Zhai 2016 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 2016 | 22 | 2016 |
| Task-agnostic graph explanations Y Xie, S Katariya, X Tang, E Huang, N Rao, K Subbian, S Ji Advances in Neural Information Processing Systems 35, 12027-12039, 2022 | 21 | 2022 |
| Annotating gene sets by mining large literature collections with protein networks S Wang, J Ma, MK Yu, F Zheng, EW Huang, J Han, J Peng, T Ideker Pacific Symposium On Biocomputing 2018: Proceedings of the Pacific Symposium …, 2018 | 17 | 2018 |
| Identification of pathways associated with chemosensitivity through network embedding S Wang, EW Huang, J Cairns, J Peng, L Wang, S Sinha PLoS computational biology 15 (3), e1006864, 2019 | 15 | 2019 |
| VisAGE: integrating external knowledge into electronic medical record visualization EW Huang, S Wang, CX Zhai PACIFIC SYMPOSIUM ON BIOCOMPUTING 2018: Proceedings of the Pacific Symposium …, 2018 | 11 | 2018 |
| HEMnet: Integration of electronic medical records with molecular interaction networks and domain knowledge for survival analysis EW Huang, S Wang, B Li, R Zhang, B Liu, R Zhang, J Liu, X Zhou, H Lin, ... Proceedings of the 8th ACM International Conference on Bioinformatics …, 2017 | 10 | 2017 |
| Parecat: Patient record subcategorization for precision traditional chinese medicine EW Huang, S Wang, R Zhang, B Liu, X Zhou, CX Zhai Proceedings of the 7th ACM International Conference on Bioinformatics …, 2016 | 10 | 2016 |
| TuneUp: A Simple Improved Training Strategy for Graph Neural Networks W Hu, K Cao, K Huang, EW Huang, K Subbian, K Kawaguchi, J Leskovec arXiv preprint arXiv:2210.14843, 2022 | 6* | 2022 |
| A general framework for multi-label learning towards class correlations and class imbalance Y Peng, E Huang, G Chen, C Wang, J Xie Intelligent Data Analysis 23 (2), 371-383, 2019 | 5 | 2019 |
| Framing electronic medical records as polylingual documents in query expansion EW Huang, S Wang, DJL Lee, R Zhang, B Liu, X Zhou, CX Zhai AMIA Annual Symposium Proceedings 2017, 940, 2017 | 4 | 2017 |
| Search behavior prediction: A hypergraph perspective Y Han, EW Huang, W Zheng, N Rao, Z Wang, K Subbian Proceedings of the Sixteenth ACM International Conference on Web Search and …, 2023 | 3 | 2023 |
| Simplifying distributed neural network training on massive graphs: Randomized partitions improve model aggregation J Zhu, A Reganti, E Huang, C Dickens, N Rao, K Subbian, D Koutra arXiv preprint arXiv:2305.09887, 2023 | 2 | 2023 |
| You Only Transfer What You Share: Intersection-Induced Graph Transfer Learning for Link Prediction W Zheng, EW Huang, N Rao, Z Wang, K Subbian arXiv preprint arXiv:2302.14189, 2023 | 1 | 2023 |
| An Interpretable Ensemble of Graph and Language Models for Improving Search Relevance in E-Commerce N Choudhary, EW Huang, K Subbian, CK Reddy arXiv preprint arXiv:2403.00923, 2024 | | 2024 |
| ForeSeer: Product aspect forecasting using temporal graph embedding Z Liu, G Hiranandani, K Qian, EW Huang, Y Xu, B Zeng, K Subbian, ... Proceedings of the 32nd ACM International Conference on Information and …, 2023 | | 2023 |
| Communication-Free Distributed GNN Training with Vertex Cut K Cao, R Deng, S Wu, EW Huang, K Subbian, J Leskovec arXiv preprint arXiv:2308.03209, 2023 | | 2023 |
| Predicting Onset of Dementia in Parkinson's Disease Patients D Agarwal, A Srivastava, EW Huang arXiv preprint arXiv:1906.03226, 2019 | | 2019 |
| Integrating heterogeneous data into electronic medical record analysis EW Huang University of Illinois at Urbana-Champaign, 2019 | | 2019 |
Karthik SubbianDirector and Sr. Principal Scientist at AmazonVerified email at amazon.com
