| 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 | 117 | 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 | 40 | 2020 |
| 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 | 28 | 2022 |
| 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 | 25 | 2016 |
| 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. Pacific Symposium on Biocomputing 23, 602, 2018 | 18 | 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 | 17 | 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 | 11 | 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 | 11 | 2016 |
| 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 | 9 | 2023 |
| 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 | 9* | 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 | 6 | 2019 |
| Graph coarsening via convolution matching for scalable graph neural network training C Dickens, E Huang, A Reganti, J Zhu, K Subbian, D Koutra Companion Proceedings of the ACM on Web Conference 2024, 1502-1510, 2024 | 5 | 2024 |
| Simplifying distributed neural network training on massive graphs: Randomized partitions improve model aggregation J Zhu, A Reganti, EW Huang, C Dickens, N Rao, K Subbian, D Koutra ACM Transactions on Knowledge Discovery from Data, 2023 | 4 | 2023 |
| 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, 2018 | 4 | 2018 |
| Unleashing the Power of LLMs as Multi-Modal Encoders for Text and Graph-Structured Data J Lin, K Qian, H Han, N Choudhary, T Wei, Z Wang, S Genc, EW Huang, ... arXiv preprint arXiv:2410.11235, 2024 | 2 | 2024 |
| 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 | 2 | 2023 |
| All Against Some: Efficient Integration of Large Language Models for Message Passing in Graph Neural Networks A Jaiswal, N Choudhary, R Adkathimar, MP Alagappan, G Hiranandani, ... arXiv preprint arXiv:2407.14996, 2024 | 1 | 2024 |
| 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 | 1 | 2023 |
| Covering a graph with dense subgraph families, via triangle-rich sets S Basu, D Paul-Pena, K Qian, C Seshadhri, EW Huang, K Subbian Proceedings of the 33rd ACM International Conference on Information and …, 2024 | | 2024 |
Karthik SubbianDirector and Sr. Principal Scientist at AmazonVerified email at amazon.com
