| 2025 | AAAI | Empowering Self-Learning of LLMs: Inner Knowledge Explicitation as a Catalyst. | Shijue Huang, Wanjun Zhong, Deng Cai, Fanqi Wan, Chengyi Wang, Mingxuan Wang, Mu Qiao, Ruifeng Xu |
| 2023 | ICML | BEATs: Audio Pre-Training with Acoustic Tokenizers. | Sanyuan Chen, Yu Wu, Chengyi Wang, Shujie Liu, Daniel Tompkins, Zhuo Chen, Wanxiang Che, Xiangzhan Yu, Furu Wei |
| 2023 | Interspeech | GRAVO: Learning to Generate Relevant Audio from Visual Features with Noisy Online Videos. | Youngdo Ahn, Chengyi Wang, Yu Wu, Jong Won Shin, Shujie Liu |
| 2022 | ACL | SpeechT5: Unified-Modal Encoder-Decoder Pre-Training for Spoken Language Processing. | Junyi Ao, Rui Wang, Long Zhou, Chengyi Wang, Shuo Ren, Yu Wu, Shujie Liu, Tom Ko, Qing Li, Yu Zhang, Zhihua Wei, Yao Qian, Jinyu Li, Furu Wei |
| 2022 | ICASSP | Large-Scale Self-Supervised Speech Representation Learning for Automatic Speaker Verification. | Zhengyang Chen, Sanyuan Chen, Yu Wu, Yao Qian, Chengyi Wang, Shujie Liu, Yanmin Qian, Michael Zeng |
| 2022 | ICASSP | Unispeech-Sat: Universal Speech Representation Learning With Speaker Aware Pre-Training. | Sanyuan Chen, Yu Wu, Chengyi Wang, Zhengyang Chen, Zhuo Chen, Shujie Liu, Jian Wu, Yao Qian, Furu Wei, Jinyu Li, Xiangzhan Yu |
| 2022 | ICASSP | Wav2vec-Switch: Contrastive Learning from Original-Noisy Speech Pairs for Robust Speech Recognition. | Yiming Wang, Jinyu Li, Heming Wang, Yao Qian, Chengyi Wang, Yu Wu |
| 2022 | ICASSP | Improving Noise Robustness of Contrastive Speech Representation Learning with Speech Reconstruction. | Heming Wang, Yao Qian, Xiaofei Wang, Yiming Wang, Chengyi Wang, Shujie Liu, Takuya Yoshioka, Jinyu Li, DeLiang Wang |
| 2022 | ICASSP | Improving Self-Supervised Learning for Speech Recognition with Intermediate Layer Supervision. | Chengyi Wang, Yu Wu, Sanyuan Chen, Shujie Liu, Jinyu Li, Yao Qian, Zhenglu Yang |
| 2022 | Interspeech | Why does Self-Supervised Learning for Speech Recognition Benefit Speaker Recognition? | Sanyuan Chen, Yu Wu, Chengyi Wang, Shujie Liu, Zhuo Chen, Peidong Wang, Gang Liu, Jinyu Li, Jian Wu, Xiangzhan Yu, Furu Wei |
| 2022 | Interspeech | Supervision-Guided Codebooks for Masked Prediction in Speech Pre-training. | Chengyi Wang, Yiming Wang, Yu Wu, Sanyuan Chen, Jinyu Li, Shujie Liu, Furu Wei |
| 2022 | IGARSS | Extraction of Floating Raft Aquaculture Areas from Sentinel-1 SAR Images by a Dense Residual U-Net Model with Pre-Trained ResNet34 as the Encoder. | Long Gao, Hongbo Su, Chengyi Wang, Kai Liu, Shaohui Chen |
| 2021 | ICASSP | Continuous Speech Separation with Conformer. | Sanyuan Chen, Yu Wu, Zhuo Chen, Jian Wu, Jinyu Li, Takuya Yoshioka, Chengyi Wang, Shujie Liu, Ming Zhou |
| 2021 | ICML | UniSpeech: Unified Speech Representation Learning with Labeled and Unlabeled Data. | Chengyi Wang, Yu Wu, Yao Qian, Ken'ichi Kumatani, Shujie Liu, Furu Wei, Michael Zeng, Xuedong Huang |
| 2020 | AAAI | Bridging the Gap between Pre-Training and Fine-Tuning for End-to-End Speech Translation. | Chengyi Wang, Yu Wu, Shujie Liu, Zhenglu Yang, Ming Zhou |
| 2020 | ACL | Curriculum Pre-training for End-to-End Speech Translation. | Chengyi Wang, Yu Wu, Shujie Liu, Ming Zhou, Zhenglu Yang |
| 2020 | Interspeech | Semantic Mask for Transformer Based End-to-End Speech Recognition. | Chengyi Wang, Yu Wu, Yujiao Du, Jinyu Li, Shujie Liu, Liang Lu, Shuo Ren, Guoli Ye, Sheng Zhao, Ming Zhou |
| 2020 | Interspeech | Low Latency End-to-End Streaming Speech Recognition with a Scout Network. | Chengyi Wang, Yu Wu, Liang Lu, Shujie Liu, Jinyu Li, Guoli Ye, Ming Zhou |
| 2020 | Interspeech | On the Comparison of Popular End-to-End Models for Large Scale Speech Recognition. | Jinyu Li, Yu Wu, Yashesh Gaur, Chengyi Wang, Rui Zhao, Shujie Liu |
| 2020 | QRS | PBLInv: Postcondition-based Loop Invariant Learning for C Programs. | Hong Lu, Chengyi Wang, Jiacheng Gui, Hao Huang |
| 2020 | TASE | A Novel Data-Driven Approach for Generating Verified Loop Invariants. | Hong Lu, Jiacheng Gui, Chengyi Wang, Hao Huang |
| 2017 | ICIG | Practical Bottom-up Golf Course Detection Using Multispectral Remote Sensing Imagery. | Jingbo Chen, Chengyi Wang, Dong-xu He, Jiansheng Chen, Anzhi Yue |
| 2017 | IGARSS | Decision tree coupled with feature optimization for object-based classification of ZY-1-02C satellite images. | Anzhi Yue, Yu Meng, Jiansheng Chen, Qingqing Huang, Chengyi Wang, Jingbo Chen, Dong-xu He |
| 2017 | IGARSS | Coastline detection based on polarimetric characteristics and mathematical morphology using PolSAR images. | Bin Zou, Chengyi Wang, Chengyi Wang, Lamei Zhang |
| 2016 | IGARSS | A Sub-pixel registration method of UAV oblique images. | Chengyi Wang, Jingbo Chen, Dong-xu He |
| 2016 | IGARSS | A hybrid land-use mapping approach based on multi-scale spatial context. | Jingbo Chen, Hichem Sahli, Jiansheng Chen, Chengyi Wang, Dong-xu He, Anzhi Yue |
| 2015 | ICNC | Face detection based on improved skin model and local iterated conditional modes. | Xiaopeng Wang, Lucheng Wang, Tao Lei, Chengyi Wang |
| 2015 | IGARSS | Building cognition method based on human images cognition mechanism in high resolution PolSAR images. | Bin Zou, Yuying Zhang, Chengyi Wang, Yan Cheng |
| 2015 | IGARSS | High-resolution PolSAR image interpretation based on human images cognition mechanism. | Lihong Kang, Yuying Zhang, Bin Zou, Chengyi Wang |
| 2014 | IGARSS | A target detection method based on CBR in high resolution SAR images. | Bo Jiang, Bin Zou, Lamei Zhang, Chengyi Wang |
| 2012 | IGARSS | Fast detection of changed blocks in land use map. | Bin Wu, Jian Yang, Yu Meng, Jingbo Chen, Chengyi Wang, Dong-xu He, Jiansheng Chen |
| 2012 | IGARSS | A cloud detection method based on color model and undecimated wavelet transformation. | Dong-xu He, Yu Meng, Chengyi Wang, Jingbo Chen, Jian Yang |
| 2012 | IGARSS | Improved registration method for infrared and visible remote sensing image using NSCT and SIFT. | Qingqing Huang, Jian Yang, Chengyi Wang, Jingbo Chen, Yu Meng |
| 2011 | IGARSS | Contrast pyramid based image fusion scheme for infrared image and visible image. | Dong-xu He, Yu Meng, Chengyi Wang |
| 2010 | IGARSS | Floor Area Ratio extraction based on Airborne Laser Scanning data over urban areas. | Chengyi Wang, Jianglin Ma, Fuyuan Liang |