Wenxin Hou

According to our database, Wenxin Hou authored at least 18 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Boosting Cross-Domain Speech Recognition With Self-Supervision.

Han Zhu, Gaofeng Cheng, Jindong Wang, Wenxin Hou, Pengyuan Zhang, Yonghong Yan

IEEE ACM Trans. Audio Speech Lang. Process., 2024

On the Robustness of ChatGPT: An Adversarial and Out-of-distribution Perspective.

Jindong Wang, Xixu Hu, Wenxin Hou, Hao Chen, Runkai Zheng, Yidong Wang, Linyi Yang, Wei Ye, Haojun Huang, Xiubo Geng, Binxing Jiao, Yue Zhang, Xing Xie

IEEE Data Eng. Bull., 2024

The Good, The Bad, and Why: Unveiling Emotions in Generative AI.

Cheng Li, Jindong Wang, Yixuan Zhang, Kaijie Zhu, Xinyi Wang, Wenxin Hou, Jianxun Lian, Fang Luo, Qiang Yang, Xing Xie

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

EmotionPrompt: Leveraging Psychology for Large Language Models Enhancement via Emotional Stimulus.

Cheng Li, Jindong Wang, Kaijie Zhu, Yixuan Zhang, Wenxin Hou, Jianxun Lian, Xing Xie

CoRR, 2023

FreeMatch: Self-adaptive Thresholding for Semi-supervised Learning.

Yidong Wang, Hao Chen, Qiang Heng, Wenxin Hou, Yue Fan, Zhen Wu, Jindong Wang, Marios Savvides, Takahiro Shinozaki, Bhiksha Raj, Bernt Schiele, Xing Xie

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

Exploiting Adapters for Cross-Lingual Low-Resource Speech Recognition.

Wenxin Hou, Han Zhu, Yidong Wang, Jindong Wang, Tao Qin, Renjun Xu, Takahiro Shinozaki

IEEE ACM Trans. Audio Speech Lang. Process., 2022

Automatic Spoken Language Acquisition Based on Observation and Dialogue.

Ryota Komatsu, Shengzhou Gao, Wenxin Hou, Mingxin Zhang, Tomohiro Tanaka, Keisuke Toyoda, Yusuke Kimura, Kent Hino, Yu Iwamoto, Kosuke Mori, Takuma Okamoto, Takahiro Shinozaki

IEEE J. Sel. Top. Signal Process., 2022

USB: A Unified Semi-supervised Learning Benchmark.

Yidong Wang, Hao Chen, Yue Fan, Wang Sun, Ran Tao, Wenxin Hou, Renjie Wang, Linyi Yang, Zhi Zhou, Lan-Zhe Guo, Heli Qi, Zhen Wu, Yufeng Li, Satoshi Nakamura, Wei Ye, Marios Savvides, Bhiksha Raj, Takahiro Shinozaki, Bernt Schiele, Jindong Wang, Xing Xie, Yue Zhang

CoRR, 2022

FreeMatch: Self-adaptive Thresholding for Semi-supervised Learning.

Yidong Wang, Hao Chen, Qiang Heng, Wenxin Hou, Yue Fan, Zhen Wu, Marios Savvides, Takahiro Shinozaki, Bhiksha Raj, Bernt Schiele

CoRR, 2022

USB: A Unified Semi-supervised Learning Benchmark for Classification.

Yidong Wang, Hao Chen, Yue Fan, Wang Sun, Ran Tao, Wenxin Hou, Renjie Wang, Linyi Yang, Zhi Zhou, Lan-Zhe Guo, Heli Qi, Zhen Wu, Yufeng Li, Satoshi Nakamura, Wei Ye, Marios Savvides, Bhiksha Raj, Takahiro Shinozaki, Bernt Schiele, Jindong Wang, Xing Xie, Yue Zhang

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Exploiting Unlabeled Data for Target-Oriented Opinion Words Extraction.

Yidong Wang, Hao Wu, Ao Liu, Wenxin Hou, Zhen Wu, Jindong Wang, Takahiro Shinozaki, Manabu Okumura, Yue Zhang

Proceedings of the 29th International Conference on Computational Linguistics, 2022

Margin Calibration for Long-Tailed Visual Recognition.

Yidong Wang, Bowen Zhang, Wenxin Hou, Zhen Wu, Jindong Wang, Takahiro Shinozaki

Proceedings of the Asian Conference on Machine Learning, 2022

2021

FlexMatch: Boosting Semi-Supervised Learning with Curriculum Pseudo Labeling.

Bowen Zhang, Yidong Wang, Wenxin Hou, Hao Wu, Jindong Wang, Manabu Okumura, Takahiro Shinozaki

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Cross-Domain Speech Recognition with Unsupervised Character-Level Distribution Matching.

Wenxin Hou, Jindong Wang, Xu Tan, Tao Qin, Takahiro Shinozaki

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

Meta-Adapter: Efficient Cross-Lingual Adaptation With Meta-Learning.

Wenxin Hou, Yidong Wang, Shengzhou Gao, Takahiro Shinozaki

Proceedings of the IEEE International Conference on Acoustics, 2021

2020

Sound-Image Grounding Based Focusing Mechanism for Efficient Automatic Spoken Language Acquisition.

Mingxin Zhang, Tomohiro Tanaka, Wenxin Hou, Shengzhou Gao, Takahiro Shinozaki

Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020

Large-Scale End-to-End Multilingual Speech Recognition and Language Identification with Multi-Task Learning.

Wenxin Hou, Yue Dong, Bairong Zhuang, Longfei Yang, Jiatong Shi, Takahiro Shinozaki

Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020

Spoken Language Acquisition Based on Reinforcement Learning and Word Unit Segmentation.

Shengzhou Gao, Wenxin Hou, Tomohiro Tanaka, Takahiro Shinozaki

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020