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 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
27 2023 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
23 2020 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 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 Fast Prompt Alignment for Text-to-Image Generation K Mrini, H Lu, L Yang, W Huang, H Wang
arXiv preprint arXiv:2412.08639, 2024
2024 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 UniversityBestätigte E-Mail-Adresse bei cse.psu.edu