| : Decentralized Training over Decentralized Data H Tang, X Lian, M Yan, C Zhang, J Liu International Conference on Machine Learning, 4848-4856, 2018 | 402 | 2018 |
| Communication compression for decentralized training H Tang, S Gan, C Zhang, T Zhang, J Liu Advances in Neural Information Processing Systems 31, 2018 | 315 | 2018 |
| Doublesqueeze: Parallel stochastic gradient descent with double-pass error-compensated compression H Tang, C Yu, X Lian, T Zhang, J Liu International Conference on Machine Learning, 6155-6165, 2019 | 260 | 2019 |
| Central server free federated learning over single-sided trust social networks C He, C Tan, H Tang, S Qiu, J Liu arXiv preprint arXiv:1910.04956, 2019 | 89 | 2019 |
| 1-bit adam: Communication efficient large-scale training with adam¢s convergence speed H Tang, S Gan, AA Awan, S Rajbhandari, C Li, X Lian, J Liu, C Zhang, ... International Conference on Machine Learning, 10118-10129, 2021 | 79 | 2021 |
| Distributed learning over unreliable networks C Yu, H Tang, C Renggli, S Kassing, A Singla, D Alistarh, C Zhang, J Liu International Conference on Machine Learning, 7202-7212, 2019 | 70 | 2019 |
| Deepsqueeze: Decentralization meets error-compensated compression H Tang, X Lian, S Qiu, L Yuan, C Zhang, T Zhang, J Liu arXiv preprint arXiv:1907.07346, 2019 | 43 | 2019 |
| 1-bit LAMB: communication efficient large-scale large-batch training with LAMB¢s convergence speed C Li, AA Awan, H Tang, S Rajbhandari, Y He 2022 IEEE 29th International Conference on High Performance Computing, Data …, 2022 | 30 | 2022 |
| Decentralized online learning: Take benefits from others' data without sharing your own to track global trend Y Zhao, C Yu, P Zhao, H Tang, S Qiu, J Liu arXiv preprint arXiv:1901.10593, 2019 | 25 | 2019 |
| Errorcompensatedx: error compensation for variance reduced algorithms H Tang, Y Li, J Liu, M Yan Advances in Neural Information Processing Systems 34, 18102-18113, 2021 | 13 | 2021 |
| Mkq-bert: Quantized bert with 4-bits weights and activations H Tang, X Zhang, K Liu, J Zhu, Z Kang arXiv preprint arXiv:2203.13483, 2022 | 12 | 2022 |
| Apmsqueeze: A communication efficient adam-preconditioned momentum sgd algorithm H Tang, S Gan, S Rajbhandari, X Lian, J Liu, Y He, C Zhang arXiv preprint arXiv:2008.11343, 2020 | 7 | 2020 |
| Easyquant: An efficient data-free quantization algorithm for llms H Tang, Y Sun, D Wu, K Liu, J Zhu, Z Kang arXiv preprint arXiv:2403.02775, 2024 | 5 | 2024 |
| Razorattention: Efficient kv cache compression through retrieval heads H Tang, Y Lin, J Lin, Q Han, S Hong, Y Yao, G Wang arXiv preprint arXiv:2407.15891, 2024 | 2 | 2024 |
| PASTO: Strategic Parameter Optimization in Recommendation Systems--Probabilistic is Better than Deterministic W Ding, H Tang, J Feng, L Yuan, S Yang, G Yang, J Zheng, J Wang, Q Su, ... arXiv preprint arXiv:2108.09076, 2021 | | 2021 |
| Communication Efficient Machine Learning H Tang University of Rochester, 2021 | | 2021 |
| Systems/Subsytems S Rajbhandari, AVN Jalajakumari, H Chun, G Faulkner, K Cameron, ... | | |
Ji LiuMetaVerified email at meta.com
