Wenxin Hou (侯汶昕)

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Takahiro ShinozakiTokyo Institute of TechnologyVerified email at ict.e.titech.ac.jp
Jindong WangAssistant Professor, William & Mary; Ex Senior Researcher, Microsoft ResearchVerified email at wm.edu
Yidong Wang (王一栋)Ph.D. candidate @ PKU | M.Eng. @ TokyoTech | B.S. @ NJUVerified email at stu.pku.edu.cn
Xing Xie 谢幸Partner Research Manager, Microsoft, ACM Fellow, IEEE Fellow, CCF FellowVerified email at microsoft.com
Zhen WuNanjing UniversityVerified email at nju.edu.cn
Hao ChenCarnegie Mellon UniversityVerified email at andrew.cmu.edu
Bowen ZhangZoomVerified email at zoom.com
Yue ZhangWestlake UniversityVerified email at wias.org.cn
Marios SavvidesProfessor of Electrical and Computer Engineering, Carnegie Mellon UniversityVerified email at ri.cmu.edu
Bhiksha RajCarnegie Mellon UniversityVerified email at cs.cmu.edu
Yue FanPhD student, Max Planck Institute for InformaticsVerified email at mpi-inf.mpg.de
Bernt SchieleProfessor, Max Planck Institute for Informatics, Saarland University, Saarland Informatics CampusVerified email at mpi-inf.mpg.de
Linyi YangUniversity College LondonVerified email at westlake.edu.cn
Wei YePeking UniversityVerified email at pku.edu.cn
Yixuan ("Janice") ZhangAssistant Professor in Computer Science, William & MaryVerified email at wm.edu
Kaijie ZhuUniversity of California, Santa BarbaraVerified email at ucsb.edu
Cheng LiIndependent ResearcherVerified email at iscas.ac.cn
Jianxun LianMicrosoft Research AsiaVerified email at microsoft.com
Qiang HengSchool of Mathematics, Southeast UniversityVerified email at seu.edu.cn
Qiang Yang (杨强）Chief AI Officer@WeBank, Prof. Emeritus @HKUST, IJCAI President 2017-19, AAAI-21 General ChairVerified email at cse.ust.hk

Wenxin Hou (侯汶昕)

Microsoft

Verified email at microsoft.com - Homepage

foundation models large language models transfer learning information retrieval semi-supervised learning


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FlexMatch: Boosting Semi-Supervised Learning with Curriculum Pseudo Labeling B Zhang, Y Wang, W Hou, H Wu, J Wang, M Okumura, T Shinozaki Advances in Neural Information Processing Systems 34 (2021), 2021	998	2021
Freematch: Self-adaptive thresholding for semi-supervised learning Y Wang, H Chen, Q Heng, W Hou, Y Fan, Z Wu, J Wang, M Savvides, ... arXiv preprint arXiv:2205.07246, 2022	371	2022
On the Robustness of ChatGPT: An Adversarial and Out-of-distribution Perspective J Wang, X Hu, W Hou, H Chen, R Zheng, Y Wang, L Yang, H Huang, ... arXiv preprint arXiv:2302.12095, 2023	250	2023
Large Language Models Understand and Can Be Enhanced by Emotional Stimuli C Li, J Wang, Y Zhang, K Zhu, W Hou, J Lian, F Luo, Q Yang, X Xie arXiv preprint arXiv:2307.11760, 2023	148	2023
Usb: A unified semi-supervised learning benchmark for classification Y Wang, H Chen, Y Fan, W Sun, R Tao, W Hou, R Wang, L Yang, Z Zhou, ... Advances in Neural Information Processing Systems 35, 3938-3961, 2022	124	2022
Large-Scale End-to-End Multilingual Speech Recognition and Language Identification with Multi-Task Learning W Hou, Y Dong, B Zhuang, L Yang, J Shi, T Shinozaki Proc. Interspeech 2020, 1037-1041, 2020	89	2020
Exploiting Adapters for Cross-lingual Low-resource Speech Recognition W Hou, H Zhu, Y Wang, J Wang, T Qin, R Xu, T Shinozaki IEEE/ACM Transactions on Audio, Speech, and Language Processing (TASLP), 2021	83	2021
Meta-Adapter: Efficient Cross-Lingual Adaptation With Meta-Learning W Hou, Y Wang, S Gao, T Shinozaki ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021	35	2021
Margin calibration for long-tailed visual recognition Y Wang, B Zhang, W Hou, Z Wu, J Wang, T Shinozaki Asian Conference on Machine Learning, 1101-1116, 2023	31	2023
Emotionprompt: Leveraging psychology for large language models enhancement via emotional stimulus C Li, J Wang, K Zhu, Y Zhang, W Hou, J Lian, X Xie arXiv preprint arXiv:2307.11760 6, 2023	29	2023
Cross-domain Speech Recognition with Unsupervised Character-level Distribution Matching W Hou, J Wang, X Tan, T Qin, T Shinozaki Proc. Interspeech 2021, 3425--3429, 2021	21	2021
The Good, The Bad, and Why: Unveiling Emotions in Generative AI C Li, J Wang, Y Zhang, K Zhu, X Wang, W Hou, J Lian, F Luo, Q Yang, ... arXiv preprint arXiv:2312.11111, 2023	15	2023
Boosting Cross-Domain Speech Recognition with Self-Supervision H Zhu, G Cheng, J Wang, W Hou, P Zhang, Y Yan IEEE/ACM Transactions on Audio, Speech, and Language Processing (TASLP), 2022	13	2022
Spoken Language Acquisition Based on Reinforcement Learning and Word Unit Segmentation S Gao, W Hou, T Tanaka, T Shinozaki ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020	13	2020
Sound-Image Grounding Based Focusing Mechanism for Efficient Automatic Spoken Language Acquisition M Zhang, T Tanaka, W Hou, S Gao, T Shinozaki Proc. Interspeech 2020, 4183-4187, 2020	11	2020
Exploiting Unlabeled Data for Target-Oriented Opinion Words Extraction Y Wang, H Wu, A Liu, W Hou, Z Wu, J Wang, T Shinozaki, M Okumura, ... arXiv preprint arXiv:2208.08280, 2022	4	2022
Automatic Spoken Language Acquisition Based on Observation and Dialogue R Komatsu, S Gao, W Hou, M Zhang, T Tanaka, K Toyoda, Y Kimura, ... IEEE Journal of Selected Topics in Signal Processing 16 (6), 1480-1492, 2022	4	2022
Large language models understand and can be enhanced by emotional stimuli. arXiv C Li, J Wang, Y Zhang, K Zhu, W Hou, J Lian, F Luo, Q Yang, X Xie arXiv preprint arXiv:2307.11760, 2023		2023

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