Mengshu Sun

Adversarial T-Shirt! Evading Person Detectors in a Physical World

Pin-Yu Chen, Quanfu Fan, Yanzhi Wang, 2019, ECCV.

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

Yanzhi Wang, Xiaolong Ma, Minghai Qin, 2021, ECCV.

HeatViT: Hardware-Efficient Adaptive Token Pruning for Vision Transformers

Li-Yu Daisy Liu, Zhenman Fang, Peiyan Dong, 2022, 2211.08110.

Auto-ViT-Acc: An FPGA-Aware Automatic Acceleration Framework for Vision Transformer with Mixed-Scheme Quantization

Zhenman Fang, M. Leeser, Zhangyang Wang, 2022, 2022 32nd International Conference on Field-Programmable Logic and Applications (FPL).

FPGA-aware automatic acceleration framework for vision transformer with mixed-scheme quantization: late breaking results

Zhenman Fang, M. Leeser, Zhangyang Wang, 2022, DAC.

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

Geng Yuan, Xiaolong Ma, Minghai Qin, 2022, ECCV.

Peeling the Onion: Hierarchical Reduction of Data Redundancy for Efficient Vision Transformer Training

Zhangyang Wang, Geng Yuan, Xiaolong Ma, 2022, ArXiv.

DPNPED: Dynamic Perception Network for Polysemous Event Trigger Detection

Mengshu Sun, Jun Xu, 2022, IEEE Access.

From Post to Values: Mining Schwartz Values of Individuals from Social Media

Yanping Zhao, Mengshu Sun, Huaping Zhang, 2014, SMP.

SPViT: Enabling Faster Vision Transformers via Soft Token Pruning pdf

Yanzhi Wang, Xiaolong Ma, Wei Niu, 2021, ArXiv.