| Llm inference unveiled: Survey and roofline model insights Z Yuan, Y Shang, Y Zhou, Z Dong, Z Zhou, C Xue, B Wu, Z Li, Q Gu, ... arXiv preprint arXiv:2402.16363, 2024 | 67 | 2024 |
| Magicpig: Lsh sampling for efficient llm generation Z Chen, R Sadhukhan, Z Ye, Y Zhou, J Zhang, N Nolte, Y Tian, M Douze, ... arXiv preprint arXiv:2410.16179, 2024 | 13 | 2024 |
| Ant: Adapt network across time for efficient video processing F Liang, TW Chin, Y Zhou, D Marculescu Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022 | 4 | 2022 |
| Hexgen: Generative inference of large language model over heterogeneous environment Y Jiang, R Yan, X Yao, Y Zhou, B Chen, B Yuan arXiv preprint arXiv:2311.11514, 2023 | 3 | 2023 |
| GSM-Infinite: How Do Your LLMs Behave over Infinitely Increasing Context Length and Reasoning Complexity? Y Zhou, H Liu, Z Chen, Y Tian, B Chen arXiv preprint arXiv:2502.05252, 2025 | 2 | 2025 |
| SIRIUS: Contexual Sparisty with Correction for Efficient LLMs Y Zhou, Z Chen, Z Xu, V Lin, B Chen Advances in Neural Information Processing Systems 37, 24046-24080, 2025 | 2 | 2025 |
| Play it cool: Dynamic shifting prevents thermal throttling Y Zhou, F Liang, T Chin, D Marculescu arXiv preprint arXiv:2206.10849, 2022 | 2 | 2022 |
| DQRM: Deep Quantized Recommendation Models Y Zhou, Z Dong, E Chan, D Kalamkar, D Marculescu, K Keutzer arXiv preprint arXiv:2410.20046, 2024 | 1 | 2024 |
Beidi ChenCarnegie Mellon UniversityVerified email at andrew.cmu.edu