| A survey on efficient inference for large language models Z Zhou, X Ning, K Hong, T Fu, J Xu, S Li, Y Lou, L Wang, Z Yuan, X Li, ... arXiv preprint arXiv:2404.14294, 2024 | 77 | 2024 |
| Flashdecoding++: Faster large language model inference with asynchronization, flat gemm optimization, and heuristics K Hong, G Dai, J Xu, Q Mao, X Li, J Liu, Y Dong, Y Wang Proceedings of Machine Learning and Systems 6, 148-161, 2024 | 57* | 2024 |
| Torchsparse++: Efficient training and inference framework for sparse convolution on gpus H Tang, S Yang, Z Liu, K Hong, Z Yu, X Li, G Dai, Y Wang, S Han Proceedings of the 56th Annual IEEE/ACM International Symposium on …, 2023 | 37* | 2023 |
| A learning-based AOA estimation method for device-free localization K Hong, T Wang, J Liu, Y Wang, Y Shen IEEE Communications Letters 26 (6), 1264-1267, 2022 | 21 | 2022 |
| Llm-mq: Mixed-precision quantization for efficient llm deployment S Li, X Ning, K Hong, T Liu, L Wang, X Li, K Zhong, G Dai, H Yang, ... NeurIPS 2023 Efficient Natural Language and Speech Processing Workshop, 1-5, 2023 | 16 | 2023 |
| Ada3d: Exploiting the spatial redundancy with adaptive inference for efficient 3d object detection T Zhao, X Ning, K Hong, Z Qiu, P Lu, Y Zhao, L Zhang, L Zhou, G Dai, ... Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023 | 13 | 2023 |
| An efficient accelerator for point-based and voxel-based point cloud neural networks X Yang, T Fu, G Dai, S Zeng, K Zhong, K Hong, Y Wang 2023 60th ACM/IEEE Design Automation Conference (DAC), 1-6, 2023 | 11 | 2023 |
| Exploiting hardware utilization and adaptive dataflow for efficient sparse convolution in 3D point clouds K Hong, Z Yu, G Dai, X Yang, Y Lian, N Xu, Y Wang Proceedings of Machine Learning and Systems 5, 428-441, 2023 | 10 | 2023 |
| Feasta: A flexible and efficient accelerator for sparse tensor algebra in machine learning K Zhong, Z Zhu, G Dai, H Wang, X Yang, H Zhang, J Si, Q Mao, S Zeng, ... Proceedings of the 29th ACM International Conference on Architectural …, 2024 | 4 | 2024 |
| A point transformer accelerator with fine-grained pipelines and distribution-aware dynamic FPS Y Lian, X Yang, K Hong, Y Wang, G Dai, N Xu 2023 IEEE/ACM International Conference on Computer Aided Design (ICCAD), 1-9, 2023 | 1 | 2023 |
| MBQ: Modality-Balanced Quantization for Large Vision-Language Models S Li, Y Hu, X Ning, X Liu, K Hong, X Jia, X Li, Y Yan, P Ran, G Dai, S Yan, ... arXiv preprint arXiv:2412.19509, 2024 | | 2024 |
| A Point Transformer Accelerator With Distribution-Aware Heuristic Distance Calculation Y Lian, X Yang, K Hong, Y Wang, N Xu, G Dai IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 2024 | | 2024 |