| Revisiting over-smoothing in deep GCNs C Yang, R Wang, S Yao, S Liu, T Abdelzaher arXiv preprint arXiv:2003.13663, 2020 | 127 | 2020 |
| Safedrug: Dual molecular graph encoders for recommending effective and safe drug combinations C Yang, C Xiao, F Ma, L Glass, J Sun IJCAI 2021, 2021 | 121 | 2021 |
| Change Matters: Medication Change Prediction with Recurrent Residual Networks C Yang, C Xiao, L Glass, J Sun IJCAI 2021, 2021 | 74 | 2021 |
| Semi-supervised hypergraph node classification on hypergraph line expansion C Yang, R Wang, S Yao, T Abdelzaher CIKM 2022, 2022 | 68 | 2022 |
| If llm is the wizard, then code is the wand: A survey on how code empowers large language models to serve as intelligent agents K Yang, J Liu, J Wu, C Yang, YR Fung, S Li, Z Huang, X Cao, X Wang, ... arXiv preprint arXiv:2401.00812, 2024 | 57 | 2024 |
| Self-supervised electroencephalogram representation learning for automatic sleep staging: model development and evaluation study C Yang, C Xiao, MB Westover, J Sun JMIR AI 2 (1), e46769, 2023 | 49* | 2023 |
| Pyhealth: A deep learning toolkit for healthcare applications C Yang, Z Wu, P Jiang, Z Lin, J Gao, BP Danek, J Sun Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and …, 2023 | 45* | 2023 |
| Handling missing sensors in topology-aware iot applications with gated graph neural network S Liu, S Yao, Y Huang, D Liu, H Shao, Y Zhao, J Li, T Wang, R Wang, ... IMWUT 4 (3), 1-31, 2020 | 40 | 2020 |
| Development of expert-level classification of seizures and rhythmic and periodic patterns during eeg interpretation J Jing, W Ge, S Hong, MB Fernandes, Z Lin, C Yang, S An, AF Struck, ... Neurology 100 (17), e1750-e1762, 2023 | 32 | 2023 |
| Biot: Biosignal transformer for cross-data learning in the wild C Yang, M Westover, J Sun Advances in Neural Information Processing Systems 36, 2024 | 29* | 2024 |
| MedML: Fusing Medical Knowledge and Machine Learning Models for Early Pediatric COVID-19 Hospitalization and Severity Prediction J Gao, C Yang, G Heintz, S Barrows, E Albers, M Stapel, S Warfield, ... Cell, iScience 2022, 2022 | 28 | 2022 |
| Reinforcement learning with sequential information clustering in real-time bidding J Lu, C Yang, X Gao, L Wang, C Li, G Chen CIKM 2019, 1633-1641, 2019 | 27 | 2019 |
| Adversarial training model unifying feature driven and point process perspectives for event popularity prediction Q Wu, C Yang, H Zhang, X Gao, P Weng, G Chen CIKM 2018, 517-526, 2018 | 24 | 2018 |
| ManyDG: Many-domain Generalization for Healthcare Applications C Yang, MB Westover, J Sun ICLR 2023, 2023 | 23 | 2023 |
| Misinformation detection and adversarial attack cost analysis in directional social networks H Shao, S Yao, A Jing, S Liu, D Liu, T Wang, J Li, C Yang, R Wang, ... ICCCN 2020, 1-11, 2020 | 17 | 2020 |
| The paradox of information access: Growing isolation in the age of sharing T Abdelzaher, H Ji, J Li, C Yang, J Dellaverson, L Zhang, C Xu, ... arXiv preprint arXiv:2004.01967, 2020 | 17 | 2020 |
| PyHealth: a deep learning toolkit for healthcare predictive modeling C Yang, Z Wu, P Jiang, Z Lin, J Sun | 15 | 2022 |
| Hierarchical Overlapping Belief Estimation by Structured Matrix Factorization C Yang, J Li, R Wang, S Yao, H Shao, D Liu, S Liu, T Wang, ... ASONAM, 81-88, 2020 | 15 | 2020 |
| Sungtae An, Aaron F Struck, Aline Herlopian, Ioannis Karakis, et al. 2023. Development of Expert-Level Classification of Seizures and Rhythmic and Periodic Patterns During EEG … J Jing, W Ge, S Hong, MB Fernandes, Z Lin, C Yang Neurology, 2023 | 11 | 2023 |
| ATD: Augmenting CP Tensor Decomposition by Self Supervision C Yang, C Qian, N Singh, C Xiao, MB Westover, E Solomonik, J Sun Advances in Neural Information Processing Systems 2022, 2022 | 11 | 2022 |
Jimeng SunProfessor at University of Illinois Urbana-ChampaignVerified email at illinois.edu
