| SPViT: Enabling Faster Vision Transformers via Latency-Aware Soft Token Pruning Z Kong, P Dong, X Ma, X Meng, W Niu, M Sun, X Shen, G Yuan, B Ren, ... ECCV 2022, 620-640, 2022 | 158 | 2022 |
| Mest: Accurate and fast memory-economic sparse training framework on the edge G Yuan, X Ma, W Niu, Z Li, Z Kong, N Liu, Y Gong, Z Zhan, C He, Q Jin, ... NeurIPS 2021 34, 20838-20850, 2021 | 88 | 2021 |
| Efficient transformer-based large scale language representations using hardware-friendly block structured pruning B Li*, Z Kong*, T Zhang, J Li, Z Li, H Liu, C Ding EMNLP 2020 findings, 2020 | 64* | 2020 |
| Accelerating framework of transformer by hardware design and model compression co-optimization P Qi, EHM Sha, Q Zhuge, H Peng, S Huang, Z Kong, Y Song, B Li ICCAD 2021, 1-9, 2021 | 44 | 2021 |
| Improving dnn fault tolerance using weight pruning and differential crossbar mapping for reram-based edge ai G Yuan, Z Liao, X Ma, Y Cai, Z Kong, X Shen, J Fu, Z Li, C Zhang, H Peng, ... ISQED 2021, 135-141, 2021 | 35 | 2021 |
| Automatic tissue image segmentation based on image processing and deep learning Z Kong, T Li, J Luo, S Xu Journal of healthcare engineering 2019 (1), 2912458, 2019 | 32 | 2019 |
| Heatvit: Hardware-efficient adaptive token pruning for vision transformers P Dong, M Sun, A Lu, Y Xie, K Liu, Z Kong, X Meng, Z Li, X Lin, Z Fang, ... HPCA 2023, 442-455, 2023 | 30 | 2023 |
| NPAS: A Compiler-aware Framework of Unified Network Pruning and Architecture Search for Beyond Real-Time Mobile Acceleration Z Li, G Yuan, W Niu, P Zhao, Y Li, Y Cai, X Shen, Z Zhan, Z Kong, Q Jin, ... CVPR 2021 Oral, 14255-14266, 2021 | 29 | 2021 |
| You Need Multiple Exiting: Dynamic Early Exiting for Accelerating Unified Vision Language Model S Tang, Y Wang, Z Kong, T Zhang, Y Li, C Ding, Y Wang, Y Liang, D Xu CVPR 2022, 2022 | 24* | 2022 |
| A Compression-Compilation Framework for On-mobile Real-time BERT Applications W Niu*, Z Kong*, G Yuan, W Jiang, J Guan, C Ding, P Zhao, S Liu, B Ren, ... IJCAI 2021, 2021 | 22* | 2021 |
| SS-Auto: A single-shot, automatic structured weight pruning framework of DNNs with ultra-high efficiency Z Li, Y Gong, X Ma, S Liu, M Sun, Z Zhan, Z Kong, G Yuan, Y Wang arXiv preprint arXiv:2001.08839, 2020 | 20 | 2020 |
| Hmc-tran: A tensor-core inspired hierarchical model compression for transformer-based dnns on gpu S Huang, S Chen, H Peng, D Manu, Z Kong, G Yuan, L Yang, S Wang, ... GLSVLSI 2021, 169-174, 2021 | 18* | 2021 |
| Layer Freezing & Data Sieving: Missing Pieces of a Generic Framework for Sparse Training G Yuan, Y Li, S Li, Z Kong, S Tulyakov, X Tang, Y Wang, J Ren NeurIPS 2022, 2022 | 16* | 2022 |
| Peeling the Onion: Hierarchical Reduction of Data Redundancy for Efficient Vision Transformer Training Z Kong, H Ma, G Yuan, M Sun, Y Xie, P Dong, X Meng, X Shen, H Tang, ... AAAI 2023 Oral, 2023 | 15 | 2023 |
| Agile-Quant: Activation-Guided Quantization for Faster Inference of LLMs on the Edge X Shen, P Dong, L Lu, Z Kong, Z Li, M Lin, C Wu, Y Wang AAAI 2024, 2023 | 9 | 2023 |
| Zhenglun Kong, Xin Meng, Zhengang Li, Xue Lin, Zhenman Fang, et al. Heatvit: Hardware-efficient adaptive token pruning for vision transformers P Dong, M Sun, A Lu, Y Xie, K Liu HPCA 2023, 442-455, 2022 | 9 | 2022 |
| Automatic tissue image segmentation based on image processing and deep learning Z Kong, J Luo, S Xu, T Li Neural Imaging and Sensing 2018 10481, 79-85, 2018 | 9 | 2018 |
| Data level lottery ticket hypothesis for vision transformers X Shen, Z Kong, M Qin, P Dong, G Yuan, X Meng, H Tang, X Ma, Y Wang IJCAI 2323 Oral, 2023 | 6 | 2023 |
| Zhenglun Kong, Geng Yuan, and Yanzhi Wang. 2020. SS-Auto: A single-shot, automatic structured weight pruning framework of DNNs with ultra-high efficiency Z Li, Y Gong, X Ma, S Liu, M Sun, Z Zhan arXiv preprint arXiv:2001.08839, 2020 | 5 | 2020 |
| Automatical and accurate segmentation of cerebral tissues in fMRI dataset with combination of image processing and deep learning Z Kong, J Luo, S Xu, T Li SPIE 2018 Optics and Biophotonics in Low-Resource Settings IV 10485, 24-30, 2018 | 5 | 2018 |
Yanzhi WangNortheastern UniversityVerified email at northeastern.edu
