Wenxin Hou

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 25

Top Topics

Manifold Regularization

Speech Recognition

Language Acquisition

Top Venues

IEEE ACM Trans. Audio Speech Lang. Process.

Publications

Han Zhu, Gaofeng Cheng, Jindong Wang, Wenxin Hou, Pengyuan Zhang, Yonghong Yan
Boosting Cross-Domain Speech Recognition With Self-Supervision. IEEE ACM Trans. Audio Speech Lang. Process. 32 (2024)
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
On the Robustness of ChatGPT: An Adversarial and Out-of-distribution Perspective. IEEE Data Eng. Bull. 47 (1) (2024)
Jindong Wang, Xixu Hu, Wenxin Hou, Hao Chen, Runkai Zheng, Yidong Wang, Linyi Yang, Haojun Huang, Wei Ye, Xiubo Geng, Binxing Jiao, Yue Zhang, Xing Xie
On the Robustness of ChatGPT: An Adversarial and Out-of-distribution Perspective. CoRR (2023)
Cheng Li, Jindong Wang, Yixuan Zhang, Kaijie Zhu, Xinyi Wang, Wenxin Hou, Jianxun Lian, Fang Luo, Qiang Yang, Xing Xie
The Good, The Bad, and Why: Unveiling Emotions in Generative AI. CoRR (2023)
Yidong Wang, Hao Chen, Qiang Heng, Wenxin Hou, Yue Fan, Zhen Wu, Jindong Wang, Marios Savvides, Takahiro Shinozaki, Bhiksha Raj, Bernt Schiele, Xing Xie
FreeMatch: Self-adaptive Thresholding for Semi-supervised Learning. ICLR (2023)
Cheng Li, Jindong Wang, Kaijie Zhu, Yixuan Zhang, Wenxin Hou, Jianxun Lian, Xing Xie
EmotionPrompt: Leveraging Psychology for Large Language Models Enhancement via Emotional Stimulus. CoRR (2023)
Yidong Wang, Hao Wu, Ao Liu, Wenxin Hou, Zhen Wu, Jindong Wang, Takahiro Shinozaki, Manabu Okumura, Yue Zhang
Exploiting Unlabeled Data for Target-Oriented Opinion Words Extraction. CoRR (2022)
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, Yu-Feng Li, Satoshi Nakamura, Wei Ye, Marios Savvides, Bhiksha Raj, Takahiro Shinozaki, Bernt Schiele, Jindong Wang, Xing Xie, Yue Zhang
USB: A Unified Semi-supervised Learning Benchmark for Classification. NeurIPS (2022)
Yidong Wang, Bowen Zhang, Wenxin Hou, Zhen Wu, Jindong Wang, Takahiro Shinozaki
Margin Calibration for Long-Tailed Visual Recognition. ACML (2022)
Wenxin Hou, Han Zhu, Yidong Wang, Jindong Wang, Tao Qin, Renjun Xu, Takahiro Shinozaki
Exploiting Adapters for Cross-Lingual Low-Resource Speech Recognition. IEEE ACM Trans. Audio Speech Lang. Process. 30 (2022)
Yidong Wang, Hao Wu, Ao Liu, Wenxin Hou, Zhen Wu, Jindong Wang, Takahiro Shinozaki, Manabu Okumura, Yue Zhang
Exploiting Unlabeled Data for Target-Oriented Opinion Words Extraction. COLING (2022)
Han Zhu, Gaofeng Cheng, Jindong Wang, Wenxin Hou, Pengyuan Zhang, Yonghong Yan
Boosting Cross-Domain Speech Recognition with Self-Supervision. CoRR (2022)
Yidong Wang, Hao Chen, Qiang Heng, Wenxin Hou, Yue Fan, Zhen Wu, Marios Savvides, Takahiro Shinozaki, Bhiksha Raj, Bernt Schiele
FreeMatch: Self-adaptive Thresholding for Semi-supervised Learning. CoRR (2022)
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, Yu-Feng Li, Satoshi Nakamura, Wei Ye, Marios Savvides, Bhiksha Raj, Takahiro Shinozaki, Bernt Schiele, Jindong Wang, Xing Xie, Yue Zhang
USB: A Unified Semi-supervised Learning Benchmark. CoRR (2022)
Ryota Komatsu, Shengzhou Gao, Wenxin Hou, Mingxin Zhang, Tomohiro Tanaka, Keisuke Toyoda, Yusuke Kimura, Kent Hino, Yu Iwamoto, Kosuke Mori, Takuma Okamoto, Takahiro Shinozaki
Automatic Spoken Language Acquisition Based on Observation and Dialogue. IEEE J. Sel. Top. Signal Process. 16 (6) (2022)
Wenxin Hou, Han Zhu, Yidong Wang, Jindong Wang, Tao Qin, Renjun Xu, Takahiro Shinozaki
Exploiting Adapters for Cross-lingual Low-resource Speech Recognition. CoRR (2021)
Yidong Wang, Bowen Zhang, Wenxin Hou, Zhen Wu, Jindong Wang, Takahiro Shinozaki
Margin Calibration for Long-Tailed Visual Recognition. CoRR (2021)
Bowen Zhang, Yidong Wang, Wenxin Hou, Hao Wu, Jindong Wang, Manabu Okumura, Takahiro Shinozaki
FlexMatch: Boosting Semi-Supervised Learning with Curriculum Pseudo Labeling. CoRR (2021)
Wenxin Hou, Yidong Wang, Shengzhou Gao, Takahiro Shinozaki
Meta-Adapter: Efficient Cross-Lingual Adaptation With Meta-Learning. ICASSP (2021)
Wenxin Hou, Jindong Wang, Xu Tan, Tao Qin, Takahiro Shinozaki
Cross-domain Speech Recognition with Unsupervised Character-level Distribution Matching. CoRR (2021)
Wenxin Hou, Jindong Wang, Xu Tan, Tao Qin, Takahiro Shinozaki
Cross-Domain Speech Recognition with Unsupervised Character-Level Distribution Matching. Interspeech (2021)
Bowen Zhang, Yidong Wang, Wenxin Hou, Hao Wu, Jindong Wang, Manabu Okumura, Takahiro Shinozaki
FlexMatch: Boosting Semi-Supervised Learning with Curriculum Pseudo Labeling. NeurIPS (2021)
Wenxin Hou, Yue Dong, Bairong Zhuang, Longfei Yang, Jiatong Shi, Takahiro Shinozaki
Large-Scale End-to-End Multilingual Speech Recognition and Language Identification with Multi-Task Learning. INTERSPEECH (2020)
Mingxin Zhang, Tomohiro Tanaka, Wenxin Hou, Shengzhou Gao, Takahiro Shinozaki
Sound-Image Grounding Based Focusing Mechanism for Efficient Automatic Spoken Language Acquisition. INTERSPEECH (2020)
Shengzhou Gao, Wenxin Hou, Tomohiro Tanaka, Takahiro Shinozaki
Spoken Language Acquisition Based on Reinforcement Learning and Word Unit Segmentation. ICASSP (2020)