| 2026 | AAAI | Speech-Aware Long Context Pruning and Integration for Contextualized Automatic Speech Recognition. | Yiming Rong, Yixin Zhang, Ziyi Wang, Deyang Jiang, Yunlong Zhao, Haoran Wu, Shiyu Zhou, Bo Xu |
| 2025 | IROS | Learning Robust and Flexible Locomotion of Wheel-Legged Quadruped Robots in Complex Terrains. | Shiyu Zhou, Shaoxun Liu, Rongrong Wang |
| 2024 | INDIN | Modeling and Analysis of Steering Characteristics for Wheel-Track Hybrid Vehicles. | Boyuan Li, Junhua Liu, Zheng Pan, Shiyu Zhou, Yansong Zhang, Rongrong Wang |
| 2024 | INDIN | Position-Based Impedance Control for Trailing-Arm Suspension Vehicles: Enhancing Ride Comfort and Posture Stability. | Zheng Pan, Shiyu Zhou, Jun He, Boyuan Li, Shouyuan Chen, Rongrong Wang |
| 2024 | INDIN | Dynamic Balancing Locomotion for Wheel-legged Vehicle Navigating Uneven Terrain. | Shiyu Zhou, Shaoxun Liu, Zheng Pan, Boyuan Li, Junhua Liu, Rongrong Wang |
| 2023 | IROS | Load Awareness: Sensorless Body Payload Sensing and Localization for Heavy Quadruped Robot. | Shaoxun Liu, Shiyu Zhou, Zheng Pan, Zhihua Niu, Rongrong Wang |
| 2022 | ICASSP | Improving End-to-End Contextual Speech Recognition with Fine-Grained Contextual Knowledge Selection. | Minglun Han, Linhao Dong, Zhenlin Liang, Meng Cai, Shiyu Zhou, Zejun Ma, Bo Xu |
| 2022 | Interspeech | Token-level Speaker Change Detection Using Speaker Difference and Speech Content via Continuous Integrate-and-fire. | Zhiyun Fan, Zhenlin Liang, Linhao Dong, Yi Liu, Shiyu Zhou, Meng Cai, Jun Zhang, Zejun Ma, Bo Xu |
| 2021 | ICASSP | Cif-Based Collaborative Decoding for End-to-End Contextual Speech Recognition. | Minglun Han, Linhao Dong, Shiyu Zhou, Bo Xu |
| 2021 | IJCNN | Two-Stage Pre-Training for Sequence to Sequence Speech Recognition. | Zhiyun Fan, Shiyu Zhou, Bo Xu |
| 2021 | IJCNN | Transfer Ability of Monolingual Wav2vec2.0 for Low-resource Speech Recognition. | Cheng Yi, Jianzong Wang, Ning Cheng, Shiyu Zhou, Bo Xu |
| 2021 | IJCNN | A Language Model Based Pseudo-Sample Deliberation for Semi-supervised Speech Recognition. | Cheng Yi, Jianzong Wang, Ning Cheng, Shiyu Zhou, Bo Xu |
| 2021 | Interspeech | Exploring wav2vec 2.0 on Speaker Verification and Language Identification. | Zhiyun Fan, Meng Li, Shiyu Zhou, Bo Xu |
| 2021 | TrustCom | Key technologies for 5G co-construction and shared base station data automatic configuration. | Xiqing Liu, Hongshui Jing, Shiyu Zhou, Zhenqiao Zhao, Xinzhou Cheng, Lexi Xu |
| 2021 | TrustCom | Fault Diagnosis of 5G Voice Service Based on Multi-sources data. | Shiyu Zhou, Jie Miao, Xiqing Liu, Xinzhou Cheng, Zhenqiao Zhao, Xin Zhao |
| 2020 | ICARCV | Predefined Finite-time Output Containment of Nonlinear Multi-Agent Systems with Undirected Topology. | Qing Wang, Shiyu Zhou, Siquan Zhou, Xiwang Dong, Jianglong Yu, Zhang Ren |
| 2020 | ISPA | 5G Core Network Framework Based on Artificial Intelligence. | Shiyu Zhou, Xiqing Liu, Dengsheng Fu, Xinzhou Cheng, Bin Fu, Zhenqiao Zhao |
| 2020 | WCNC | Precoding with the Assistance of Attitude Information in Millimeter Wave MIMO System. | Shiyu Zhou, Li Chen, Weidong Wang |
| 2019 | ASRU | Speaker-Aware Speech-Transformer. | Zhiyun Fan, Jie Li, Shiyu Zhou, Bo Xu |
| 2019 | ITNAC | UAV-aided Data Collection in Self Organized IoT Network for Social Augmented Reality. | Zhenjie Tan, Hua Qu, Jihong Zhao, Shiyu Zhou, Wenjie Wang |
| 2018 | ICONIP | A Comparison of Modeling Units in Sequence-to-Sequence Speech Recognition with the Transformer on Mandarin Chinese. | Shiyu Zhou, Linhao Dong, Shuang Xu, Bo Xu |
| 2018 | Interspeech | Extending Recurrent Neural Aligner for Streaming End-to-End Speech Recognition in Mandarin. | Linhao Dong, Shiyu Zhou, Wei Chen, Bo Xu |
| 2018 | Interspeech | Syllable-Based Sequence-to-Sequence Speech Recognition with the Transformer in Mandarin Chinese. | Shiyu Zhou, Linhao Dong, Shuang Xu, Bo Xu |
| 2017 | ICONIP | Word-Level Permutation and Improved Lower Frame Rate for RNN-Based Acoustic Modeling. | Yuanyuan Zhao, Shiyu Zhou, Shuang Xu, Bo Xu |
| 2017 | Interspeech | Multilingual Recurrent Neural Networks with Residual Learning for Low-Resource Speech Recognition. | Shiyu Zhou, Yuanyuan Zhao, Shuang Xu, Bo Xu |
| 2014 | AMIA | Personalizing Statistical Models for Asthma Prognosis and Therapeutics. | Hongyang Jia, Patricia F. Brennan, Shiyu Zhou, Junbo Son, Yu-Ting Hung |
| 2001 | RTSS | Fair Real-Time Traffic Scheduling over a Wireless LA. | Maria Adamou, Sanjeev Khanna, Insup Lee, Insik Shin, Shiyu Zhou |
| 1998 | STOC | On Indexed Data Broadcast. | Sanjeev Khanna, Shiyu Zhou |
| 1997 | STOC | SL <= L | Roy Armoni, Amnon Ta-Shma, Avi Wigderson, Shiyu Zhou |
| 1996 | FOCS | Discrepancy Sets and Pseudorandom Generators for Combinatorial Rectangles. | Roy Armoni, Michael E. Saks, Avi Wigderson, Shiyu Zhou |
| 1995 | FOCS | RSPACE(S) \subseteq DSPACE(S | Michael E. Saks, Shiyu Zhou |
| 1995 | STOC | Explicit dispersers with polylog degree. | Michael E. Saks, Aravind Srinivasan, Shiyu Zhou |