| Personalized cross-silo federated learning on non-iid data Y Huang, L Chu, Z Zhou, L Wang, J Liu, J Pei, Y Zhang Proceedings of the AAAI Conference on Artificial Intelligence, 2021 | 598 | 2021 |
| Model Complexity of Deep Learning: A Survey X Hu, L Chu, J Pei, W Liu, J Bian Knowledge and Information Systems, 2021, 2021 | 282 | 2021 |
| Exact and Consistent Interpretation for Piecewise Linear Neural Networks: A Closed Form Solution L Chu, X Hu, J Hu, L Wang, J Pei Proceedings of the 24th ACM SIGKDD International Conference on Knowledge …, 2018 | 122 | 2018 |
| Robust Counterfactual Explanations on Graph Neural Networks M Bajaj, L Chu, ZY Xue, J Pei, L Wang, PCH Lam, Y Zhang Advances in Neural Information Processing Systems, 2021, 2021 | 111 | 2021 |
| Activity maximization by effective information diffusion in social networks Z Wang, Y Yang, J Pei, L Chu, E Chen IEEE Transactions on Knowledge and Data Engineering 29 (11), 2374-2387, 2017 | 74 | 2017 |
| Robust spatial consistency graph model for partial duplicate image retrieval L Chu, S Jiang, S Wang, Y Zhang, Q Huang IEEE Transactions on Multimedia 15 (8), 1982-1996, 2013 | 58 | 2013 |
| Finding Gangs in War from Signed Networks L Chu, Z Wang, J Pei, J Wang, Z Zhao, E Chen Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge …, 2016 | 48 | 2016 |
| Fedfair: Training fair models in cross-silo federated learning L Chu, L Wang, Y Dong, J Pei, Z Zhou, Y Zhang arXiv preprint arXiv:2109.05662, 2021 | 47 | 2021 |
| Effective multimodality fusion framework for cross-media topic detection L Chu, Y Zhang, G Li, S Wang, W Zhang, Q Huang IEEE Transactions on Circuits and Systems for Video Technology 26 (3), 556-569, 2014 | 46 | 2014 |
| Towards fair federated learning Z Zhou, L Chu, C Liu, L Wang, J Pei, Y Zhang Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data …, 2021 | 42 | 2021 |
| Cross-media topic detection: A multi-modality fusion framework Y Zhang, G Li, L Chu, S Wang, W Zhang, Q Huang 2013 IEEE International conference on multimedia and expo (ICME), 1-6, 2013 | 37 | 2013 |
| Online density bursting subgraph detection from temporal graphs L Chu, Y Zhang, Y Yang, L Wang, J Pei Proceedings of the VLDB Endowment 12 (13), 2353-2365, 2020 | 28 | 2020 |
| Cosine Model Watermarking Against Ensemble Distillation L Charette, L Chu, Y Chen, J Pei, L Wang, Y Zhang Proceedings of the AAAI Conference on Artificial Intelligence (AAAI 2022), 2022 | 22 | 2022 |
| Classification with Label Noise: A Markov Chain Sampling Framework Z Zhao, L Chu, D Tao, J Pei Data Mining and Knowledge Discovery 6 (2018), 2019 | 20 | 2019 |
| Alid: scalable dominant cluster detection L Chu, S Wang, S Liu, Q Huang, J Pei Proceedings of the VLDB Endowment 2015, 2015 | 20 | 2015 |
| Mining Density Contrast Subgraphs Y Yang, L Chu, Y Zhang, Z Wang, J Pei, E Chen International Conference on Data Engineering (ICDE) 2018., 2018 | 19 | 2018 |
| Detection and location of near-duplicate video sub-clips by finding dense subgraphs T Chen, S Jiang, L Chu, Q Huang Proceedings of the 19th ACM international conference on Multimedia, 1173-1176, 2011 | 17 | 2011 |
| Method, apparatus and system for secure vertical federated learning CHU Lingyang, Y Huang, Y Zhang, L Wang US Patent 11,836,583, 2023 | 15 | 2023 |
| Achieving model fairness in vertical federated learning C Liu, Z Fan, Z Zhou, Y Shi, J Pei, L Chu, Y Zhang arXiv preprint arXiv:2109.08344, 2021 | 15 | 2021 |
| Stealthy targeted data poisoning attack on knowledge graphs P Banerjee, L Chu, Y Zhang, LVS Lakshmanan, L Wang 2021 IEEE 37th International Conference on Data Engineering (ICDE), 2069-2074, 2021 | 13 | 2021 |
