| 2026 | ICPR | PBDN-Net: Probabilistic Boundary Disentanglement Network for Prostate MRI Segmentation. | Xin Lei, Yunhao Li, Jiahui Huang, Yan Pang, Qiong Wang |
| 2026 | ISCAS | Reinforcement Learning-Based Optimal Scheduling for Virtual Power Plant Participation in Energy and Regulation Markets. | Yu Chen, Miaoyuan Wang, Ying Ma, Xin Lei, Samson S. Yu, Zhen Li |
| 2025 | HCI | Effect of Anthropomorphic Design on User Acceptance of Autonomous Delivery Vehicles: Mediating Roles of Warmth and Competence and Moderating Role of Risk. | Zhihao Tang, Xin Lei |
| 2025 | ICASSP | Directional Source Separation for Robust Speech Recognition on Smart Glasses. | Tiantian Feng, Ju Lin, Yiteng Huang, Weipeng He, Kaustubh Kalgaonkar, Niko Moritz, Li Wan, Xin Lei, Ming Sun, Frank Seide |
| 2025 | ICASSP | A Domain Adaptation Framework for Speech Recognition Systems with Only Synthetic data. | Minh Tran, Yutong Pang, Debjyoti Paul, Laxmi Pandey, Kevin Jiang, Jinxi Guo, Ke Li, Shun Zhang, Xuedong Zhang, Xin Lei |
| 2025 | Interspeech | R2S: Real-to-Synthetic Representation Learning for Training Speech Recognition Models on Synthetic Data. | Minh Tran, Debjyoti Paul, Yutong Pang, Laxmi Pandey, Jinxi Guo, Ke Li, Shun Zhang, Xuedong Zhang, Xin Lei |
| 2024 | CCS | SWIDE: A Semantic-aware Detection Engine for Successful Web Injection Attacks. | Ronghai Yang, Xianbo Wang, Kaixuan Luo, Xin Lei, Ke Li, Jiayuan Xin, Wing Cheong Lau |
| 2024 | HCI | Responses to Human and Robot Errors in Human‒Robot Collaboration: An fNIRS Study. | Fengyuan Liu, Yishu Ji, Xin Lei, Pei-Luen Patrick Rau |
| 2024 | HCI | Neural Correlates of Robot Personality Perception: An fNIRS Study. | Yikai Wang, Fengyuan Liu, Xin Lei |
| 2024 | HCI | Commanding Consumers' Visual Attention: Enhancement and Attenuation. | Minqian Yang, Xin Lei, Pei-Luen Patrick Rau |
| 2024 | ICASSP | TODM: Train Once Deploy Many Efficient Supernet-Based RNN-T Compression For On-Device ASR Models. | Yuan Shangguan, Haichuan Yang, Danni Li, Chunyang Wu, Yassir Fathullah, Dilin Wang, Ayushi Dalmia, Raghuraman Krishnamoorthi, Ozlem Kalinli, Junteng Jia, Jay Mahadeokar, Xin Lei, Mike Seltzer, Vikas Chandra |
| 2024 | Interspeech | Query-by-Example Keyword Spotting Using Spectral-Temporal Graph Attentive Pooling and Multi-Task Learning. | Zhenyu Wang, Shuyu Kong, Li Wan, Biqiao Zhang, Yiteng Huang, Mumin Jin, Ming Sun, Xin Lei, Zhaojun Yang |
| 2024 | ISCAS | Power System Events Classification Technology Based on Deep-Learning. | Xin Lei, Hongwei Ma, Bin Liu, Zhen Li |
| 2023 | ICASSP | SCA: Streaming Cross-Attention Alignment For Echo Cancellation. | Yang Liu, Yangyang Shi, Yun Li, Kaustubh Kalgaonkar, Sriram Srinivasan, Xin Lei |
| 2023 | ICASSP | Disentangled Training with Adversarial Examples for Robust Small-Footprint Keyword Spotting. | Zhenyu Wang, Li Wan, Biqiao Zhang, Yiteng Huang, Shang-Wen Li, Ming Sun, Xin Lei, Zhaojun Yang |
| 2022 | ICASSP | Speech Enhancement for Low Bit Rate Speech Codec. | Ju Lin, Kaustubh Kalgaonkar, Qing He, Xin Lei |
| 2021 | HCI | Trust and Trustworthiness in Northeast Asia. | Xin Lei, Minjeong Ko, Pei-Luen Patrick Rau |
| 2021 | Interspeech | WeNet: Production Oriented Streaming and Non-Streaming End-to-End Speech Recognition Toolkit. | Zhuoyuan Yao, Di Wu, Xiong Wang, Binbin Zhang, Fan Yu, Chao Yang, Zhendong Peng, Xiaoyu Chen, Lei Xie, Xin Lei |
| 2020 | HCI | The Designer's Creativity Demand&Influence Factor Model Based on Grounded Theory. | Ming-hong Chai, Wei Sun, Xin Lei |
| 2019 | CVPR | Direct Object Recognition Without Line-Of-Sight Using Optical Coherence. | Xin Lei, Liangyu He, Yixuan Tan, Ken Xingze Wang, Xinggang Wang, Yihan Du, Shanhui Fan, Zongfu Yu |
| 2019 | HCI | Can Virtual Reality Satisfy Entertainment Needs of the Elderly? The Application of a VR Headset in Elderly Care. | Xiaojun Lai, Xin Lei, Xuanwei Chen, Pei-Luen Patrick Rau |
| 2019 | HCI | Effect of Layout on User Performance and Subjective Evaluation in an Augmented-Reality Environment. | Xin Lei, Yueh-Lin Tsai, Pei-Luen Patrick Rau |
| 2019 | ICASSP | End-to-end Speech Recognition Using a High Rank LSTM-CTC Based Model. | Yangyang Shi, Mei-Yuh Hwang, Xin Lei |
| 2019 | ICASSP | Knowledge Distillation for Recurrent Neural Network Language Modeling with Trust Regularization. | Yangyang Shi, Mei-Yuh Hwang, Xin Lei, Haoyu Sheng |
| 2019 | ICASSP | Adversarial Examples for Improving End-to-end Attention-based Small-footprint Keyword Spotting. | Xiong Wang, Sining Sun, Changhao Shan, Jingyong Hou, Lei Xie, Shen Li, Xin Lei |
| 2018 | HCI | Can Virtual Reality Help Children Learn Mathematics Better? The Application of VR Headset in Children's Discipline Education. | Xin Lei, Andong Zhang, Bingcheng Wang, Pei-Luen Patrick Rau |
| 2014 | ICASSP | Fine context, low-rank, softplus deep neural networks for mobile speech recognition. | Andrew W. Senior, Xin Lei |
| 2014 | ICASSP | Deep neural networks for small footprint text-dependent speaker verification. | Ehsan Variani, Xin Lei, Erik McDermott, Ignacio Lpez-Moreno, Javier Gonzalez-Dominguez |
| 2013 | ICASSP | Deep neural networks with auxiliary Gaussian mixture models for real-time speech recognition. | Xin Lei, Hui Lin, Georg Heigold |
| 2013 | Interspeech | Accurate and compact large vocabulary speech recognition on mobile devices. | Xin Lei, Andrew W. Senior, Alexander Gruenstein, Jeffrey Sorensen |
| 2011 | Interspeech | Unsupervised Testing Strategies for ASR. | Brian Strope, Doug Beeferman, Alexander Gruenstein, Xin Lei |
| 2010 | ICASSP | Fast likelihood computation using hierarchical Gaussian shortlists. | Xin Lei, Arindam Mandal, Jing Zheng |
| 2009 | ICASSP | Recent advances in SRI'S IraqComm | Murat Akbacak, Horacio Franco, Michael W. Frandsen, Sasa Hasan, Huda Jameel, Andreas Kathol, Shahram Khadivi, Xin Lei, Arindam Mandal, Saab Mansour, Kristin Precoda, Colleen Richey, Dimitra Vergyri, Wen Wang, Mei Yang, Jing Zheng |
| 2009 | ICASSP | Data-driven lexicon expansion for Mandarin broadcast news and conversation speech recognition. | Xin Lei, Wen Wang, Andreas Stolcke |
| 2009 | Interspeech | Development of the 2008 SRI Mandarin speech-to-text system for broadcast news and conversation. | Xin Lei, Wei Wu, Wen Wang, Arindam Mandal, Andreas Stolcke |
| 2009 | Interspeech | Multifactor adaptation for Mandarin broadcast news and conversation speech recognition. | Wen Wang, Arindam Mandal, Xin Lei, Andreas Stolcke, Jing Zheng |
| 2007 | ICASSP | Word-Level Tone Modeling for Mandarin Speech Recognition. | Xin Lei, Mari Ostendorf |
| 2007 | ICASSP | Combining Discriminative Feature, Transform, and Model Training for Large Vocabulary Speech Recognition. | Jing Zheng, zgr etin, Mei-Yuh Hwang, Xin Lei, Andreas Stolcke, Nelson Morgan |
| 2007 | Interspeech | Advances in Mandarin broadcast speech recognition. | Mei-Yuh Hwang, Wen Wang, Xin Lei, Jing Zheng, zgr etin, Gang Peng |
| 2006 | ICASSP | Cross-Domain and Cross-Language Portability of Acoustic Features Estimated by Multilayer Perceptrons. | Andreas Stolcke, Frantisek Grzl, Mei-Yuh Hwang, Xin Lei, Nelson Morgan, Dimitra Vergyri |
| 2006 | Interspeech | Investigation on Mandarin broadcast news speech recognition. | Mei-Yuh Hwang, Xin Lei, Wen Wang, Takahiro Shinozaki |
| 2006 | Interspeech | Robust feature space adaptation for telephony speech recognition. | Xin Lei, Jon Hamaker, Xiaodong He |
| 2006 | Interspeech | Improved tone modeling for Mandarin broadcast news speech recognition. | Xin Lei, Man-Hung Siu, Mei-Yuh Hwang, Mari Ostendorf, Tan Lee |
| 2005 | ICASSP | DBN-Based Multi-stream Models for Mandarin Toneme Recognition. | Xin Lei, Gang Ji, Tim Ng, Jeff A. Bilmes, Mari Ostendorf |
| 2005 | ICASSP | Web-Data Augmented Language Models for Mandarin Conversational Speech Recognition. | Tim Ng, Mari Ostendorf, Mei-Yuh Hwang, Man-Hung Siu, Ivan Bulyko, Xin Lei |
| 2005 | Interspeech | Incorporating tone-related MLP posteriors in the feature representation for Mandarin ASR. | Xin Lei, Mei-Yuh Hwang, Mari Ostendorf |