PreMind: Multi-Agent Video Understanding for Advanced Indexing of Presentation-style Videos - Kangda Wei; Zhengyu Zhou; Bingqing Wang; Jun Araki; Lukas Lange; Ruihong Huang; Zhe Feng (CoRR, 2025)

Special issue on integrated sensing and communications (ISAC) - De Mi; Zhengyu Zhou; Fan Liu; Zesong Fei; Bo Ai; Derrick Wing Kwn Ng; Yajun Zhao (J. Commun. Networks, 2024)

DRF: Improving Certified Robustness via Distributional Robustness Framework - Zekai Wang; Zhengyu Zhou; Weiwei Liu (Thirty-Eighth AAAI Conference on Artificial Intelligence, AAAI 2024, Thirty-Sixth Conference on Innovative Applications of Artificial Intelligence, IAAI 2024, Fourteenth Symposium on Educational Advances in Artificial Intelligence, EAAI 2014, February 20-27, 2024, Vancouver, Canada, 2024)

Sequential Kernel Goodness-of-fit Testing - Zhengyu Zhou; Weiwei Liu (Forty-first International Conference on Machine Learning, ICML 2024, Vienna, Austria, July 21-27, 2024, 2024)

A Boosting-Type Convergence Result for AdaBoost.MH with Factorized Multi-Class Classifiers - Xin Zou; Zhengyu Zhou; Jingyuan Xu; Weiwei Liu (Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, NeurIPS 2024, Vancouver, BC, Canada, December 10 - 15, 2024, 2024)

Sample Complexity for Distributionally Robust Learning under chi-square divergence - Zhengyu Zhou; Wei Liu (J. Mach. Learn. Res., 2023)

CoAug: Combining Augmentation of Labels and Labelling Rules - Rakesh R. Menon; Bingqing Wang; Jun Araki; Zhengyu Zhou; Zhe Feng; Liu Ren (Findings of the Association for Computational Linguistics: ACL 2023, Toronto, Canada, July 9-14, 2023, 2023)

Knowledge-Grounded Natural Language Recommendation Explanation - Anthony M. Colas; Jun Araki; Zhengyu Zhou; Bingqing Wang; Zhe Feng (Proceedings of the 6th BlackboxNLP Workshop: Analyzing and Interpreting Neural Networks for NLP, BlackboxNLP@EMNLP 2023, Singapore, December 7, 2023, 2023)

DelucionQA: Detecting Hallucinations in Domain-specific Question Answering - Mobashir Sadat; Zhengyu Zhou; Lukas Lange; Jun Araki; Arsalan Gundroo; Bingqing Wang; Rakesh R. Menon; Md. Rizwan Parvez; Zhe Feng (Findings of the Association for Computational Linguistics: EMNLP 2023, Singapore, December 6-10, 2023, 2023)

EyeClick: A Robust Two-Step Eye-Hand Interaction for Text Entry in Augmented Reality Glasses - Jiajing Guo; Andrew Benton; Nan Tian; William Ma; Nicholas Feffer; Zhengyu Zhou; Liu Ren (Adjunct Proceedings of the 36th Annual ACM Symposium on User Interface Software and Technology, UIST 2023, San Francisco, CA, USA, 29 October 2023- 1 November 2023, 2023)

Knowledge-grounded Natural Language Recommendation Explanation - Anthony M. Colas; Jun Araki; Zhengyu Zhou; Bingqing Wang; Zhe Feng (CoRR, 2023)

DelucionQA: Detecting Hallucinations in Domain-specific Question Answering - Mobashir Sadat; Zhengyu Zhou; Lukas Lange; Jun Araki; Arsalan Gundroo; Bingqing Wang; Rakesh R. Menon; Md. Rizwan Parvez; Zhe Feng (CoRR, 2023)

Using Paralinguistic Information to Disambiguate User Intentions for Distinguishing Phrase Structure and Sarcasm in Spoken Dialog Systems - Zhengyu Zhou; In Gyu Choi; Yongliang He; Vikas Yadav; Chin-Hui Lee (IEEE Spoken Language Technology Workshop, SLT 2021, Shenzhen, China, January 19-22, 2021, 2021)

A Neural Network Based Ranking Framework to Improve ASR with NLU Related Knowledge Deployed - Zhengyu Zhou; Xuchen Song; Rami Botros; Lin Zhao (IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2019, Brighton, United Kingdom, May 12-17, 2019, 2019)

HDAA: High-Speed Data Acquisition Algorithm of IoT - Zhijin Qiu; Suiping Qi; Zhengyu Zhou; Tong Hu; Jing Zou; Dongming Wang (Cognitive Systems and Signal Processing - 4th International Conference, ICCSIP 2018, Beijing, China, November 29 - December 1, 2018, Revised Selected Papers, Part II, 2018)

Sign Transition Modeling and a Scalable Solution to Continuous Sign Language Recognition for Real-World Applications - Kehuang Li; Zhengyu Zhou; Chin-Hui Lee (ACM Trans. Access. Comput., 2016)

Pseudo-Conventional N-Gram Representation of the Discriminative N-Gram Model for LVCSR - Zhengyu Zhou; Helen M. Meng (IEEE J. Sel. Top. Signal Process., 2010)

Recasting the discriminative n-gram model as a pseudo-conventional n-gram model for LVCSR - Zhengyu Zhou; Helen M. Meng (Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2008, March 30 - April 4, 2008, Caesars Palace, Las Vegas, Nevada, USA, 2008)

Complementarity and redundancy in multimodal user inputs with speech and pen gestures - Pui-Yu Hui; Zhengyu Zhou; Helen M. Meng (8th Annual Conference of the International Speech Communication Association, INTERSPEECH 2007, Antwerp, Belgium, August 27-31, 2007, 2007)

A Comparative Study of Discriminative Methods for Reranking LVCSR N-Best Hypotheses in Domain Adaptation and Generalization - Zhengyu Zhou; Jianfeng Gao; Frank K. Soong; Helen Meng (2006 IEEE International Conference on Acoustics Speech and Signal Processing, ICASSP 2006, Toulouse, France, May 14-19, 2006, 2006)

A multi-pass error detection and correction framework for Mandarin LVCSR - Zhengyu Zhou; Helen M. Meng; Wai Kit Lo (Ninth International Conference on Spoken Language Processing, INTERSPEECH-ICSLP 2006, Pittsburgh, PA, USA, September 17-21, 2006, 2006)

A two-level schema for detecting recognition errors - Zhengyu Zhou; Helen M. Meng (8th International Conference on Spoken Language Processing, INTERSPEECH-ICSLP 2004, Jeju Island, Korea, October 4-8, 2004, 2004)

Error identification for large vocabulary speech recognition - Zhengyu Zhou; Helen Meng (2004 International Symposium on Chinese Spoken Language Processing, ISCSLP 2004, Hong Kong, December 15-18, 2004, 2004)

Improving language modeling by combining heteogeneous corpora - Zhengyu Zhou; Jianfeng Gao; Eric Chang (2002 International Symposium on Chinese Spoken Language Processing, ISCSLP 2002, Taipei, Taiwan, August 23-24, 2002, 2002)