| BEVFusion: Multi-Task Multi-Sensor Fusion with Unified Bird's-Eye View Representation Z Liu*, H Tang*, A Amini, X Yang, H Mao, D Rus, S Han Internation Conference on Robotics and Automation (ICRA), 2023 | 926 | 2023 |
| Point-Voxel CNN for Efficient 3D Deep Learning Z Liu*, H Tang*, Y Lin, S Han Advances in Neural Information Processing Systems (NeurIPS, spotlight …, 2019 | 810 | 2019 |
| Searching efficient 3d architectures with sparse point-voxel convolution H Tang*, Z Liu*, S Zhao, Y Lin, J Lin, H Wang, S Han European conference on computer vision, 685-702, 2020 | 760 | 2020 |
| AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration J Lin, J Tang, H Tang, S Yang, X Dang, S Han MLSys 2024, Best Paper Award, 2024 | 643* | 2024 |
| Longlora: Efficient fine-tuning of long-context large language models Y Chen, S Qian, H Tang, X Lai, Z Liu, S Han, J Jia Internation Conference on Learning Representations (ICLR, oral presentation), 2024 | 281 | 2024 |
| Enable deep learning on mobile devices: Methods, systems, and applications H Cai, J Lin, Y Lin, Z Liu, H Tang, H Wang, L Zhu, S Han ACM Transactions on Design Automation of Electronic Systems (TODAES) 27 (3 …, 2022 | 133 | 2022 |
| TorchSparse: Efficient Point Cloud Inference Engine H Tang*, Z Liu*, X Li*, Y Lin, S Han Fifth Conference on Machine Learning and Systems (MLSys), 2022 | 109 | 2022 |
| PointAcc: Efficient Point Cloud Accelerator Y Lin, Z Zhang, H Tang, H Wang, S Han Proceedings of 54th IEEE/ACM International Symposium on Microarchitecture …, 2021 | 80 | 2021 |
| FlatFormer: Flattened Window Attention for Efficient Point Cloud Transformer Z Liu, X Yang, H Tang, S Yang, S Han Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023 | 67 | 2023 |
| SparseViT: Revisiting Activation Sparsity for Efficient High-Resolution Vision Transformer X Chen, Z Liu, H Tang, L Yi, H Zhao, S Han Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023 | 51 | 2023 |
| Unsupervised person re-identification with iterative self-supervised domain adaptation H Tang, Y Zhao, H Lu Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2019 | 50 | 2019 |
| 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 | 46 | 2024 |
| PVNAS: 3D neural architecture search with point-voxel convolution Z Liu*, H Tang*, S Zhao, K Shao, S Han IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 | 46 | 2022 |
| Vila-u: a unified foundation model integrating visual understanding and generation Y Wu, Z Zhang, J Chen, H Tang, D Li, Y Fang, L Zhu, E Xie, H Yin, L Yi, ... arXiv preprint arXiv:2409.04429, 2024 | 37 | 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 ACM/IEEE International Symposium on …, 2023 | 34* | 2023 |
| Longvila: Scaling long-context visual language models for long videos F Xue, Y Chen, D Li, Q Hu, L Zhu, X Li, Y Fang, H Tang, S Yang, Z Liu, ... arXiv preprint arXiv:2408.10188, 2024 | 31 | 2024 |
| SemAlign: Annotation-Free Camera-LiDAR Calibration with Semantic Alignment Loss Z Liu, H Tang, S Zhu, S Han 2021 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2021 | 19 | 2021 |
| Hart: Efficient visual generation with hybrid autoregressive transformer H Tang, Y Wu, S Yang, E Xie, J Chen, J Chen, Z Zhang, H Cai, Y Lu, ... arXiv preprint arXiv:2410.10812, 2024 | 16 | 2024 |
| Duoattention: Efficient long-context llm inference with retrieval and streaming heads G Xiao, J Tang, J Zuo, J Guo, S Yang, H Tang, Y Fu, S Han arXiv preprint arXiv:2410.10819, 2024 | 11 | 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 | 10 | 2024 |
Song HanMassachusetts Institute of TechnologyVerifierad e-postadress på mit.edu