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Qin, Minghai
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1

DISCO: Distributed Inference with Sparse Communications:

, In: 2024 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV),
Qin, Minghai ; Sun, Chao ; Hofmann, Jaco. - p. 2421-2429 , 2024
Link: https://doi.org/10.1109/..
 
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2

A Min-Max Optimization Framework for Multi-task Deep Neural..:

, In: 2024 IEEE International Symposium on Circuits and Systems (ISCAS),
Guo, Jiacheng ; Sun, Huiming ; Qin, Minghai.. - p. 1-5 , 2024
Link: https://doi.org/10.1109/..
 
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3

Pruning Parameterization with Bi-level Optimization for Eff..:

, In: 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR),
Yang, Changdi ; Zhao, Pu ; Li, Yanyu... - p. 15402-15412 , 2023
Link: https://doi.org/10.1109/..
 
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4

Towards High-Quality and Efficient Video Super-Resolution v..:

, In: 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR),
Li, Gen ; Ji, Jie ; Qin, Minghai... - p. 10259-10269 , 2023
Link: https://doi.org/10.1109/..
 
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5

ESRU: Extremely Low-Bit and Hardware-Efficient Stochastic R..:

, In: 2023 Design, Automation & Test in Europe Conference & Exhibition (DATE),
Chang, Sung-En ; Yuan, Geng ; Lu, Alec... - p. 1-6 , 2023
Link: https://doi.org/10.23919..
 
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6

Condense: A Framework for Device and Frequency Adaptive Neu..:

, In: 2023 60th ACM/IEEE Design Automation Conference (DAC),
Gong, Yifan ; Zhao, Pu ; Zhan, Zheng... - p. 1-6 , 2023
Link: https://doi.org/10.1109/..
 
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7

Hardware-efficient stochastic rounding unit design for DNN ..:

, In: Proceedings of the 59th ACM/IEEE Design Automation Conference,
Chang, Sung-En ; Yuan, Geng ; Lu, Alec... - p. 1396-1397 , 2022
Link: https://dl.acm.org/doi/1..
 
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8

All-in-One : A Highly Representative DNN Pruning Framewo..:

, In: Proceedings of the 41st IEEE/ACM International Conference on Computer-Aided Design,
Gong, Yifan ; Zhan, Zheng ; Zhao, Pu... - p. 1-9 , 2022
Link: https://dl.acm.org/doi/1..
 
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9

You Already Have It: A Generator-Free Low-Precision DNN Tra..:

, In: Lecture Notes in Computer Science; Computer Vision – ECCV 2022,
Yuan, Geng ; Chang, Sung-En ; Jin, Qing... - p. 34-51 , 2022
Link: https://doi.org/10.1007/..
 
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10

Compact Multi-level Sparse Neural Networks with Input Indep..:

, In: 2022 IEEE 34th International Conference on Tools with Artificial Intelligence (ICTAI),
Qin, Minghai ; Zhang, Tianyun ; Sun, Fei... - p. 555-562 , 2022
Link: https://doi.org/10.1109/..
 
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11

Learning from the CNN-based Compressed Domain:

, In: 2022 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV),
Wang, Zhenzhen ; Qin, Minghai ; Chen, Yen-Kuang - p. 4000-4008 , 2022
Link: https://doi.org/10.1109/..
 
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12

Shfl-BW : accelerating deep neural network inference wit..:

, In: Proceedings of the 59th ACM/IEEE Design Automation Conference,
Huang, Guyue ; Li, Haoran ; Qin, Minghai... - p. 1153-1158 , 2022
Link: https://dl.acm.org/doi/1..
 
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13

SPViT: Enabling Faster Vision Transformers via Latency-Awar..:

, In: Lecture Notes in Computer Science; Computer Vision – ECCV 2022,
Kong, Zhenglun ; Dong, Peiyan ; Ma, Xiaolong... - p. 620-640 , 2022
Link: https://doi.org/10.1007/..
 
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14

CHEX: CHannel EXploration for CNN Model Compression:

, In: 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR),
Hou, Zejiang ; Qin, Minghai ; Sun, Fei... - p. 12277-12288 , 2022
Link: https://doi.org/10.1109/..
 
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15

Compiler-Aware Neural Architecture Search for On-Mobile Rea..:

, In: Lecture Notes in Computer Science; Computer Vision – ECCV 2022,
Wu, Yushu ; Gong, Yifan ; Zhao, Pu... - p. 92-111 , 2022
Link: https://doi.org/10.1007/..
 
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