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Tongxuan Liu
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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
452021
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
402021
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
72024
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
62020
Logic-of-thought: Injecting logic into contexts for full reasoning in large language models
T Liu, W Xu, W Huang, X Wang, J Wang, H Yang, J Li
arXiv preprint arXiv:2409.17539, 2024
32024
Groupdebate: Enhancing the efficiency of multi-agent debate using group discussion
T Liu, X Wang, W Huang, W Xu, Y Zeng, L Jiang, H Yang, J Li
arXiv preprint arXiv:2409.14051, 2024
12024
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
12024
FoPru: Focal Pruning for Efficient Large Vision-Language Models
L Jiang, W Huang, T Liu, Y Zeng, J Li, L Cheng, X Xu
arXiv preprint arXiv:2411.14164, 2024
2024
Leveraging LLMs for Hypothetical Deduction in Logical Inference: A Neuro-Symbolic Approach
Q Li, J Li, T Liu, Y Zeng, M Cheng, W Huang, Q Liu
arXiv preprint arXiv:2410.21779, 2024
2024
Exploiting Structured Feature and Runtime Isolation for High-Performant Recommendation Serving
X You, H Yang, S Wang, T Peng, C Ding, X Li, B Chen, Z Luan, T Liu, Y Li, ...
IEEE Transactions on Computers, 2024
2024
PRmalloc: Leveraging Predictability for Deep Learning Memory Allocation
W Xiao, S Ren, T Liu, Y Li
2019
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