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Xin Meng
Xin Meng
Other namesmeng xin, ©søÊ, Steven Xin
Peking University, Nvidia
Verified email at pku.edu.cn
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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, ...
European conference on computer vision, 620-640, 2022
1552022
Cross-dataset Time Series Anomaly Detection for Cloud Systems.
X Zhang, Q Lin, Y Xu, S Qin, H Zhang, B Qiao, Y Dang, X Yang, Q Cheng, ...
[ATC 2019] USENIX Annual Technical Conference, 1063-1076, 2019
872019
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, 2023
282023
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, 2022
142022
The 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-23] Proceedings of the 32nd International Joint Conference on ¡K, 2022
6*2022
Dynamic Multi-Granularity Spatial-Temporal Graph Attention Network for Traffic Forecasting
PS Wei Sang, Huiliang Zhang, Xianchang Kang, Ping Nie, Xin Meng, Benoit Boulet
Information Sciences, 2024
22024
HotBEV: Hardware-oriented Transformer-based Multi-View 3D Detector for BEV Perception
P Dong, Z Kong, X Meng, P Yu, Y Gong, G Yuan, H Tang, Y Wang
2023 Neurips (Thirty-seventh Conference on Neural Information Processing ¡K, 2023
22023
SpeedDETR: Speed-aware Transformers for End-to-end Object Detection
P Dong, Z Kong, X Meng, P Zhang, H Tang, Y Wang, CH Chou
ICML 2023, 2023
12023
HFSP: A Hardware-friendly Soft Pruning Framework for Vision Transformers
Z Kong, P Dong, X Ma, X Meng, M Sun, W Niu, B Ren, M Qin, H Tang, ...
1
Enabling Faster Vision Transformers via Soft Token Pruning
YW Zhenglun Kong*, Peiyan Dong*, Xin Meng, Mengshu Sun, Wei Niu, Xuan Shen ...
T4V: Transformers for Vision, CVPR 2022 (Spotlight), 2022
2022
RAIM and AUKF for GNSS Performance Enhancement in Multi-Constellation
FC Meng, X Meng, L Tao, JR Sun, Z Niu, BC Zhu
Proceedings of the 2017 International Technical Meeting of The Institute of ¡K, 2017
2017
HeatDETR: Hardware-Efficient DETR with Device-Adaptive Thinning
P Dong, X Meng, P ZHANG, H Tang, Y Wang, CH Chou
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