Wang, Yanzhi

SPViT: Enabling Faster Vision Transformers via Latency-Aware Soft Token Pruning

Kong, Z., Dong, P., Ma, X., Meng, X., Niu, W., Sun, M., Shen, X., Yuan, G., Ren, B., Tang, H., et al. (2022) · Lecture Notes in Computer Science

Advanced Neural Network ApplicationsDomain Adaptation and Few-Shot Learning

Cited by 169

HeatViT: Hardware-Efficient Adaptive Token Pruning for Vision Transformers

Dong, P., Sun, M., Lu, A., Xie, Y., Liu, K., Kong, Z., Meng, X., Li, Z., Lin, X., Fang, Z., et al. (2023) · 2023 IEEE International Symposium on High-Performance Computer Architecture (HPCA)

Advanced Neural Network ApplicationsEmbedded Systems Design Techniques

Cited by 128

Agile-Quant: Activation-Guided Quantization for Faster Inference of LLMs on the Edge

Shen, X., Dong, P., Lu, L., Kong, Z., Li, Z., Lin, M., Wu, C., & Wang, Y. (2023) · arXiv

Advanced Neural Network ApplicationsIoT and Edge/Fog Computing

Cited by 38

You Need Multiple Exiting: Dynamic Early Exiting for Accelerating Unified Vision Language Model

Tang, S., Wang, Y., Kong, Z., Zhang, T., Li, Y., Ding, C., Wang, Y., Liang, Y., & Xu, D. (2023) · 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Multimodal Machine Learning ApplicationsAdvanced Neural Network Applications

Cited by 37

EQ-ViT: Algorithm-Hardware Co-Design for End-to-End Acceleration of Real-Time Vision Transformer Inference on Versal ACAP Architecture

Dong, P., Zhuang, J., Yang, Z., Ji, S., Li, Y., Xu, D., Huang, H., Hu, J., Jones, A. K., Shi, Y., et al. (2024) · IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems

Advanced Neural Network ApplicationsEmbedded Systems Design Techniques

Cited by 35

VAQF: Fully Automatic Software-hardware Co-design Framework for Low-bit Vision Transformer

Sun, M., Ma, H., Kang, G., Jiang, Y., Chen, T., Ma, X., Wang, Z., & Wang, Y. (2022) · arXiv

Embedded Systems Design TechniquesAdvanced Neural Network Applications

Cited by 32

PackQViT: Faster Sub-8-bit Vision Transformers via Full and Packed Quantization on the Mobile

Dong, P., Lu, L., Wu, C., Lyu, C., Yuan, G., Tang, H., & Wang, Y. (2023) · Advances in Neural Information Processing Systems 36

Advanced Neural Network ApplicationsDomain Adaptation and Few-Shot Learning

Cited by 7

RCR-Router: Efficient Role-Aware Context Routing for Multi-Agent LLM Systems with Structured Memory

Liu, J., Kong, Z., Yang, C., Yang, F., Li, T., Dong, P., Nanjekye, J., Tang, H., Yuan, G., Niu, W., et al. (2025) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 0

Efficient Reasoning with Hidden Thinking

Shen, X., Wang, Y., Zhou, Y., Shi, X., Zhao, P., Wang, Y., & Gu, J. (2025) · arXiv

Multimodal Machine Learning ApplicationsTopic Modeling

Cited by 0