| Robust coreset construction for distributed machine learning H Lu, MJ Li, T He, S Wang, V Narayanan, KS Chan IEEE Journal on Selected Areas in Communications 38 (10), 2400-2417, 2020 | 43 | 2020 |
| Sharing models or coresets: A study based on membership inference attack H Lu, C Liu, T He, S Wang, KS Chan arXiv preprint arXiv:2007.02977, 2020 | 22 | 2020 |
| Cat: Causal audio transformer for audio classification X Liu, H Lu, J Yuan, X Li ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023 | 21 | 2023 |
| Discrete cosin transformer: Image modeling from frequency domain X Li, Y Zhang, J Yuan, H Lu, Y Zhu Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2023 | 13 | 2023 |
| LEMON: Lossless model expansion Y Wang, J Su, H Lu, C Xie, T Liu, J Yuan, H Lin, R Sun, H Yang arXiv preprint arXiv:2310.07999, 2023 | 7 | 2023 |
| Joint coreset construction and quantization for distributed machine learning H Lu, C Liu, S Wang, T He, V Narayanan, KS Chan, S Pasteris 2020 IFIP Networking Conference (Networking), 172-180, 2020 | 6 | 2020 |
| Communication-Efficient -Means for Edge-Based Machine Learning H Lu, T He, S Wang, C Liu, M Mahdavi, V Narayanan, KS Chan, ... IEEE Transactions on Parallel and Distributed Systems 33 (10), 2509-2523, 2022 | 4 | 2022 |
| SDP4Bit: Toward 4-bit Communication Quantization in Sharded Data Parallelism for LLM Training J Jia, C Xie, H Lu, D Wang, H Feng, C Zhang, B Sun, H Lin, Z Zhang, ... arXiv preprint arXiv:2410.15526, 2024 | | 2024 |
| Coreset-Based Data Reduction for Machine Learning at the Edge H Lu, T He, S Wang Artificial Intelligence for Edge Computing, 223-264, 2023 | | 2023 |
| Data Reduction for Communication-Efficient Machine Learning H Lu The Pennsylvania State University, 2021 | | 2021 |
Ting HeComputer Science and Engineering, Pennsylvania State UniversityVerified email at cse.psu.edu
