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Tongxuan Liu
Tongxuan Liu
Verified email at mail.ustc.edu.cn
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Year
Fleetrec: Large-scale recommendation inference on hybrid gpu-fpga clusters
W Jiang, Z He, S Zhang, K Zeng, L Feng, J Zhang, T Liu, Y Li, J Zhou, ...
Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data …, 2021
332021
MicroRec: efficient recommendation inference by hardware and data structure solutions
W Jiang, Z He, S Zhang, TB Preußer, K Zeng, L Feng, J Zhang, T Liu, Y Li, ...
Proceedings of Machine Learning and Systems 3, 845-859, 2021
292021
Microrec: accelerating deep recommendation systems to microseconds by hardware and data structure solutions
W Jiang, Z He, S Zhang, TB Preußer, K Zeng, L Feng, J Zhang, T Liu, Y Li, ...
arXiv preprint arXiv:2010.05894, 2020
52020
AtRec: Accelerating Recommendation Model Training on CPUs
S Wang, T Feng, H Yang, X You, B Chen, T Liu, Z Luan, D Qian
IEEE Transactions on Parallel and Distributed Systems, 2024
2024
Minions: Accelerating Large Language Model Inference with Adaptive and Collective Speculative Decoding
S Wang, H Yang, X Wang, T Liu, P Wang, X Liang, K Ma, T Feng, X You, ...
arXiv preprint arXiv:2402.15678, 2024
2024
PRmalloc: Leveraging Predictability for Deep Learning Memory Allocation
W Xiao, S Ren, T Liu, Y Li
2019
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Articles 1–6