Imbalance-XGBoost: leveraging weighted and focal losses for binary label-imbalanced classification with XGBoost C Wang, C Deng, S Wang Pattern Recognition Letters 136, 190-197, 2020 | 243 | 2020 |
Domain specialization as the key to make large language models disruptive: A comprehensive survey C Ling, X Zhao, J Lu, C Deng, C Zheng, J Wang, T Chowdhury, Y Li, ... arXiv preprint arXiv:2305.18703 2305, 2023 | 83* | 2023 |
OpenFWI: Large-scale Multi-structural Benchmark Datasets for Full Waveform Inversion C Deng, S Feng, H Wang, X Zhang, P Jin, Y Feng, Q Zeng, Y Chen, Y Lin Thirty-sixth Conference on Neural Information Processing Systems, 2022 | 52* | 2022 |
Adaptive ensemble of classifiers with regularization for imbalanced data classification C Wang, C Deng, Z Yu, D Hui, X Gong, R Luo Information Fusion 69, 81-102, 2021 | 22 | 2021 |
SAG-VAE: End-to-end Joint Inference of Data Representations and Feature Relations C Wang, C Deng, V Ivanov 2020 International Joint Conference on Neural Networks (IJCNN), 1-9, 2020 | 6 | 2020 |
On the Global Self-attention Mechanism for Graph Convolutional Networks C Wang, C Deng 2020 25th International Conference on Pattern Recognition (ICPR), 8531-8538, 2021 | 5 | 2021 |
EFWI: Multi-parameter Benchmark Datasets for Elastic Full Waveform Inversion of Geophysical Properties. S Feng, H Wang, C Deng, Y Feng, Y Liu, M Zhu, P Jin, Y Chen, Y Lin CoRR, 2023 | 4* | 2023 |
Differentially Private Range Query on Shortest Paths C Deng, J Gao, J Upadhyay, C Wang Algorithms and Data Structures: 18th International Symposium, WADS 2023 …, 2023 | 3 | 2023 |
The Discrepancy of Shortest Paths G Bodwin, C Deng, J Gao, G Hoppenworth, J Upadhyay, C Wang arXiv preprint arXiv:2401.15781, 2024 | 2 | 2024 |
Evaluating Stability in Massive Social Networks: Efficient Streaming Algorithms for Structural Balance V Ashvinkumar, S Assadi, C Deng, J Gao, C Wang arXiv preprint arXiv:2306.00668, 2023 | 2 | 2023 |
Impossibility of Depth Reduction in Explainable Clustering C Deng, ST Gavva, K C. S., P Patel, A Srinivasan arXiv preprint arXiv:2305.02850, 2023 | 2 | 2023 |
On the Robustness and Generalization of Deep Learning Driven Full Waveform Inversion C Deng, Y Lin arXiv preprint arXiv:2111.14220, 2021 | 2 | 2021 |
Community detection in the human connectome: Method types, differences and their impact on inference SJ Brooks, VO Jones, H Wang, C Deng, SGH Golding, J Lim, J Gao, ... Human Brain Mapping 45 (5), e26669, 2024 | | 2024 |
Open-source Benchmark Algorithms for Data-driven Multiparameter Inversion of Geophysical Properties H Wang, S Feng, C Deng, Y Feng, Y Chen, Y Lin AGU23, 2023 | | 2023 |
An Open-source Platform to Facilitate Data-driven FWI Research S Feng, C Deng, H Wang, X Zhang, Q Zeng, P Jin, Y Feng, Y Lin, Y Chen AGU Fall Meeting Abstracts 2022, NS35B-0387, 2022 | | 2022 |