Shuhui Qu

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 25

Top Topics

Convolutional Neural Networks

Manufacturing Process

Event Recognition

Reinforcement Learning

Top Venues

Publications

Qisen Cheng, Shuhui Qu, Janghwan Lee
SHAPNN: Shapley Value Regularized Tabular Neural Network. CoRR (2023)
Juncheng Li, Shuhui Qu, Po-Yao Huang, Florian Metze
AudioTagging Done Right: 2nd comparison of deep learning methods for environmental sound classification. INTERSPEECH (2022)
Juncheng B. Li, Shuhui Qu, Xinjian Li, Po-Yao Huang, Florian Metze
On Adversarial Robustness of Large-scale Audio Visual Learning. CoRR (2022)
Juncheng B. Li, Shuhui Qu, Xinjian Li, Bernie Po-Yao Huang, Florian Metze
On Adversarial Robustness Of Large-Scale Audio Visual Learning. ICASSP (2022)
Juncheng B. Li, Shuhui Qu, Po-Yao Huang, Florian Metze
AudioTagging Done Right: 2nd comparison of deep learning methods for environmental sound classification. CoRR (2022)
Zheng Wang, Juncheng B. Li, Shuhui Qu, Florian Metze, Emma Strubell
Error-aware Quantization through Noise Tempering. CoRR (2022)
Zheng Wang, Juncheng B. Li, Shuhui Qu, Florian Metze, Emma Strubell
SQuAT: Sharpness- and Quantization-Aware Training for BERT. CoRR (2022)
Juncheng B. Li, Shuhui Qu, Florian Metze
Robustness of Neural Architectures for Audio Event Detection. CoRR (2022)
Shuhui Qu, Yan Kang, Janghwan Lee
Efficient Multi-Modal Fusion with Diversity Analysis. ACM Multimedia (2021)
Juncheng B. Li, Kaixin Ma, Shuhui Qu, Po-Yao Huang, Florian Metze
Audio-Visual Event Recognition Through the Lens of Adversary. ICASSP (2021)
Juncheng B. Li, Kaixin Ma, Shuhui Qu, Po-Yao Huang, Florian Metze
Audio-Visual Event Recognition through the lens of Adversary. CoRR (2020)
Shuhui Qu, Yirong Chen, Jürgen Jasperneite, Michael D. Lepech, Jie Wang
Multi-Agent Context-Aware Dynamic-Scheduling for Large-scale Processing Networks. ETFA (2020)
Juncheng B. Li, Shuhui Qu, Xinjian Li, J. Zico Kolter, Florian Metze
Adversarial Music: Real World Audio Adversary Against Wake-word Detection System. CoRR (2019)
Shuhui Qu, Jie Wang, Jürgen Jasperneite
Dynamic scheduling in modern processing systems using expert-guided distributed reinforcement learning. ETFA (2019)
Juncheng Li, Shuhui Qu, Xinjian Li, Joseph Szurley, J. Zico Kolter, Florian Metze
Adversarial Music: Real world Audio Adversary against Wake-word Detection System. NeurIPS (2019)
Shuhui Qu, Jie Wang, Jürgen Jasperneite
Dynamic scheduling in large-scale stochastic processing networks for demand-driven manufacturing using distributed reinforcement learning. ETFA (2018)
Juncheng Li, Wei Dai, Florian Metze, Shuhui Qu, Samarjit Das
A comparison of Deep Learning methods for environmental sound detection. ICASSP (2017)
Juncheng Li, Wei Dai, Florian Metze, Shuhui Qu, Samarjit Das
A Comparison of deep learning methods for environmental sound. CoRR (2017)
Wei Dai, Chia Dai, Shuhui Qu, Juncheng Li, Samarjit Das
Very deep convolutional neural networks for raw waveforms. ICASSP (2017)
Wei Dai, Chia Dai, Shuhui Qu, Juncheng Li, Samarjit Das
Very Deep Convolutional Neural Networks for Raw Waveforms. CoRR (2016)
Tianshu Chu, Shuhui Qu, Jie Wang
Large-scale traffic grid signal control with regional Reinforcement Learning. ACC (2016)
Shuhui Qu, Juncheng Li, Wei Dai, Samarjit Das
Understanding Audio Pattern Using Convolutional Neural Network From Raw Waveforms. CoRR (2016)
Shuhui Qu, Juncheng Li, Wei Dai, Samarjit Das
Learning Filter Banks Using Deep Learning For Acoustic Signals. CoRR (2016)
Shuhui Qu, Jie Wang, Govil Shivani
Learning adaptive dispatching rules for a manufacturing process system by using reinforcement learning approach. ETFA (2016)
Tianshu Chu, Shuhui Qu, Jie Wang
Large-scale multi-agent reinforcement learning using image-based state representation. CDC (2016)
Shuhui Qu, Tianshu Chu, Jie Wang, James O. Leckie, Weiwen Jian
A centralized reinforcement learning approach for proactive scheduling in manufacturing. ETFA (2015)
Shuhui Qu, Raymond Jian, Tianshu Chu, Jie Wang, Tian Tan
Comuptional reasoning and learning for smart manufacturing under realistic conditions. BESC (2014)