Junqi Chen

According to our database, Junqi Chen authored at least 13 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

MSS-PAE: Saving Autoencoder-based Outlier Detection from Unexpected Reconstruction.

Xu Tan, Jiawei Yang, Junqi Chen, Sylwan Rahardja, Susanto Rahardja

Pattern Recognit., 2025

2024

Joint Selective State Space Model and Detrending for Robust Time Series Anomaly Detection.

Junqi Chen, Xu Tan, Sylwan Rahardja, Jiawei Yang, Susanto Rahardja

IEEE Signal Process. Lett., 2024

Decompose, Attend and Detect: A Robust Framework for Time Series Anomaly Detection.

Junqi Chen, Xu Tan, Susanto Rahardja

Proceedings of the IEEE International Conference on Signal Processing, 2024

Weakly-Supervised Anomaly Detection for Multimodal Data Distributions.

Xu Tan, Junqi Chen, Sylwan Rahardja, Jiawei Yang, Susanto Rahardja

Proceedings of the IEEE International Conference on Signal Processing, 2024

FlexAE: A Self-Conditioned Detector To Prevent Model Overfitting For Unsupervised Video Anomaly Detection.

Junqi Chen, Xu Tan, Jiawei Yang, Sylwan Rahardja, Susanto Rahardja

Proceedings of the IEEE International Conference on Image Processing, 2024

Ensemble of Deep Variational Mixture Models for Unsupervised Clustering.

Xu Tan, Junqi Chen, Jiawei Yang, Sylwan Rahardja, Mou Wang, Susanto Rahardja

Proceedings of the IEEE International Conference on Image Processing, 2024

2023

End-to-End Multi-Modal Speech Recognition on an Air and Bone Conducted Speech Corpus.

Mou Wang, Junqi Chen, Xiao-Lei Zhang, Susanto Rahardja

IEEE ACM Trans. Audio Speech Lang. Process., 2023

Improving Autoencoder-based Outlier Detection with Adjustable Probabilistic Reconstruction Error and Mean-shift Outlier Scoring.

Xu Tan, Jiawei Yang, Junqi Chen, Sylwan Rahardja, Susanto Rahardja

CoRR, 2023

How to Select Optimal Parameters for Neighborhood-Based Outlier Detectors?

Sylwan Rahardja, Xu Tan, Junqi Chen, Jiawei Yang, Jie Chen, Pasi Fränti

Proceedings of the IEEE International Conference on Signal Processing, 2023

2022

End-To-End Multi-Modal Speech Recognition with Air and Bone Conducted Speech.

Junqi Chen, Mou Wang, Xiao-Lei Zhang, Zhiyong Huang, Susanto Rahardja

Proceedings of the IEEE International Conference on Acoustics, 2022

2021

Scaling Sparsemax Based Channel Selection for Speech Recognition with ad-hoc Microphone Arrays.

Junqi Chen, Xiao-Lei Zhang

Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

Attention-based multi-channel speaker verification with ad-hoc microphone arrays.

Chengdong Liang, Junqi Chen, Shanzheng Guan, Xiao-Lei Zhang

Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2021

Libri-adhoc40: A dataset collected from synchronized ad-hoc microphone arrays.

Shanzheng Guan, Shupei Liu, Junqi Chen, Wenbo Zhu, Shengqiang Li, Xu Tan, Ziye Yang, Menglong Xu, Yijiang Chen, Chengdong Liang, Jianyu Wang, Xiao-Lei Zhang

Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2021