| Once-for-all: Train one network and specialize it for efficient deployment H Cai, C Gan, T Wang, Z Zhang, S Han arXiv preprint arXiv:1908.09791, 2019 | 1548 | 2019 |
| Spatten: Efficient sparse attention architecture with cascade token and head pruning H Wang, Z Zhang, S Han 2021 IEEE International Symposium on High-Performance Computer Architecture …, 2021 | 418 | 2021 |
| Sparch: Efficient architecture for sparse matrix multiplication Z Zhang, H Wang, S Han, WJ Dally 2020 IEEE International Symposium on High Performance Computer Architecture …, 2020 | 287 | 2020 |
| Pointacc: Efficient point cloud accelerator Y Lin, Z Zhang, H Tang, H Wang, S Han MICRO-54: 54th Annual IEEE/ACM International Symposium on Microarchitecture …, 2021 | 83 | 2021 |
| Qserve: W4a8kv4 quantization and system co-design for efficient llm serving Y Lin, H Tang, S Yang, Z Zhang, G Xiao, C Gan, S Han arXiv preprint arXiv:2405.04532, 2024 | 53 | 2024 |
| Lightening-transformer: A dynamically-operated optically-interconnected photonic transformer accelerator H Zhu, J Gu, H Wang, Z Jiang, Z Zhang, R Tang, C Feng, S Han, RT Chen, ... 2024 IEEE International Symposium on High-Performance Computer Architecture …, 2024 | 16 | 2024 |
| SANA: Efficient High-Resolution Image Synthesis with Linear Diffusion Transformers E Xie, J Chen, J Chen, H Cai, H Tang, Y Lin, Z Zhang, M Li, L Zhu, Y Lu, ... arXiv preprint arXiv:2410.10629, 2024 | 13 | 2024 |
| Svdquant: Absorbing outliers by low-rank components for 4-bit diffusion models M Li, Y Lin, Z Zhang, T Cai, X Li, J Guo, E Xie, C Meng, JY Zhu, S Han arXiv preprint arXiv:2411.05007, 2024 | 12 | 2024 |
| VideoTime3: A 40-uJ/frame 38 FPS Video Understanding Accelerator With Real-Time DiffFrame Temporal Redundancy Reduction and Temporal Modeling M Wang, Y Lin, Z Zhang, J Lin, S Han, AP Chandrakasan IEEE Solid-State Circuits Letters 6, 169-172, 2023 | 2 | 2023 |
Song HanMassachusetts Institute of TechnologyEmail được xác minh tại mit.edu