Haotian Tang
Massachusetts Institute of Technology
H-index: 11
North America-United States
Top articles of Haotian Tang
AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration
arXiv preprint arXiv:2306.00978
2023/6/1
Longlora: Efficient fine-tuning of long-context large language models
Internation Conference on Learning Representations (ICLR, oral presentation)
2024/1/16
Algorithm-System-Hardware Co-Design for Efficient 3D Deep Learning
World Scientific Annual Review of Artificial Intelligence
2023/12/28
TorchSparse++: Efficient Training and Inference Framework for Sparse Convolution on GPUs
2023/10/28
Sparse Refinement for Efficient High-Resolution Semantic Segmentation
2023/10/13
Zhijian Liu
H-Index: 13
Haotian Tang
H-Index: 3
Chenfeng Xu
H-Index: 5
Kurt Keutzer
H-Index: 41
Song Han
H-Index: 7
SparseViT: Revisiting Activation Sparsity for Efficient High-Resolution Vision Transformer
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
2023/3/30
FlatFormer: Flattened Window Attention for Efficient Point Cloud Transformer
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
2023/1/20
BEVFusion: Multi-Task Multi-Sensor Fusion with Unified Bird's-Eye View Representation
2023/5/29
PVNAS: 3D neural architecture search with point-voxel convolution
IEEE Transactions on Pattern Analysis and Machine Intelligence
2021
TorchSparse: Efficient Point Cloud Inference Engine
Proceedings of Machine Learning and Systems (MLSys)
2022/4/22
Enable deep learning on mobile devices: Methods, systems, and applications
TODAES 2022
2022/3/4
Efficient Systems and Algorithms for Deep Learning on Point Clouds
2022
Haotian Tang
H-Index: 3
PointAcc: Efficient Point Cloud Accelerator
2021/10/18
Searching efficient 3d architectures with sparse point-voxel convolution
2020/7/31
