| 2026 | ACL | Towards Fine-Grained and Multi-Granular Contrastive Language-Speech Pre-training. | Yifan Yang, Bing Han, Hui Wang, Wei Wang, Ziyang Ma, Long Zhou, Zengrui Jin, Guanrou Yang, Tianrui Wang, Xu Tan, Xie Chen |
| 2025 | ACL | Autoregressive Speech Synthesis without Vector Quantization. | Lingwei Meng, Long Zhou, Shujie Liu, Sanyuan Chen, Bing Han, Shujie Hu, Yanqing Liu, Jinyu Li, Sheng Zhao, Xixin Wu, Helen M. Meng, Furu Wei |
| 2025 | CVPR | UNEM: UNrolled Generalized EM for Transductive Few-Shot Learning. | Long Zhou, Fereshteh Shakeri, Aymen Sadraoui, Mounir Kaaniche, Jean-Christophe Pesquet, Ismail Ben Ayed |
| 2025 | ICASSP | Boosting Large Language Model for Speech Synthesis: An Empirical Study. | Hongkun Hao, Long Zhou, Shujie Liu, Jinyu Li, Shujie Hu, Rui Wang, Furu Wei |
| 2025 | ICLR | ARLON: Boosting Diffusion Transformers with Autoregressive Models for Long Video Generation. | Zongyi Li, Shujie Hu, Shujie Liu, Long Zhou, Jeongsoo Choi, Lingwei Meng, Xun Guo, Jinyu Li, Hefei Ling, Furu Wei |
| 2024 | EMNLP | WavLLM: Towards Robust and Adaptive Speech Large Language Model. | Shujie Hu, Long Zhou, Shujie Liu, Sanyuan Chen, Lingwei Meng, Hongkun Hao, Jing Pan, Xunying Liu, Jinyu Li, Sunit Sivasankaran, Linquan Liu, Furu Wei |
| 2023 | ASRU | Building High-Accuracy Multilingual ASR With Gated Language Experts and Curriculum Training. | Eric Sun, Jinyu Li, Yuxuan Hu, Yimeng Zhu, Long Zhou, Jian Xue, Peidong Wang, Linquan Liu, Shujie Liu, Edward Lin, Yifan Gong |
| 2023 | ASRU | On Decoder-Only Architecture For Speech-to-Text and Large Language Model Integration. | Jian Wu, Yashesh Gaur, Zhuo Chen, Long Zhou, Yimeng Zhu, Tianrui Wang, Jinyu Li, Shujie Liu, Bo Ren, Linquan Liu, Yu Wu |
| 2023 | ICASSP | Prosody-Aware Speecht5 for Expressive Neural TTS. | Yan Deng, Long Zhou, Yuanhao Yi, Shujie Liu, Lei He |
| 2023 | ICASSP | Joint Pre-Training with Speech and Bilingual Text for Direct Speech to Speech Translation. | Kun Wei, Long Zhou, Ziqiang Zhang, Liping Chen, Shujie Liu, Lei He, Jinyu Li, Furu Wei |
| 2023 | ICASSP | Robust Data2VEC: Noise-Robust Speech Representation Learning for ASR by Combining Regression and Improved Contrastive Learning. | Qiu-Shi Zhu, Long Zhou, Jie Zhang, Shujie Liu, Yu-Chen Hu, Li-Rong Dai |
| 2023 | Interspeech | LAMASSU: A Streaming Language-Agnostic Multilingual Speech Recognition and Translation Model Using Neural Transducers. | Peidong Wang, Eric Sun, Jian Xue, Yu Wu, Long Zhou, Yashesh Gaur, Shujie Liu, Jinyu Li |
| 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 | EMNLP | SpeechUT: Bridging Speech and Text with Hidden-Unit for Encoder-Decoder Based Speech-Text Pre-training. | Ziqiang Zhang, Long Zhou, Junyi Ao, Shujie Liu, Lirong Dai, Jinyu Li, Furu Wei |
| 2022 | ICASSP | Multi-View Self-Attention Based Transformer for Speaker Recognition. | Rui Wang, Junyi Ao, Long Zhou, Shujie Liu, Zhihua Wei, Tom Ko, Qing Li, Yu Zhang |
| 2022 | ICASSP | A Configurable Multilingual Model is All You Need to Recognize All Languages. | Long Zhou, Jinyu Li, Eric Sun, Shujie Liu |
| 2022 | Interspeech | Pre-Training Transformer Decoder for End-to-End ASR Model with Unpaired Speech Data. | Junyi Ao, Ziqiang Zhang, Long Zhou, Shujie Liu, Haizhou Li, Tom Ko, Lirong Dai, Jinyu Li, Yao Qian, Furu Wei |
| 2022 | Interspeech | Speech Pre-training with Acoustic Piece. | Shuo Ren, Shujie Liu, Yu Wu, Long Zhou, Furu Wei |
| 2022 | Interspeech | LightHuBERT: Lightweight and Configurable Speech Representation Learning with Once-for-All Hidden-Unit BERT. | Rui Wang, Qibing Bai, Junyi Ao, Long Zhou, Zhixiang Xiong, Zhihua Wei, Yu Zhang, Tom Ko, Haizhou Li |
| 2021 | ACL | SemFace: Pre-training Encoder and Decoder with a Semantic Interface for Neural Machine Translation. | Shuo Ren, Long Zhou, Shujie Liu, Furu Wei, Ming Zhou, Shuai Ma |
| 2021 | ACL | Grammar-Based Patches Generation for Automated Program Repair. | Yu Tang, Long Zhou, Ambrosio Blanco, Shujie Liu, Furu Wei, Ming Zhou, Muyun Yang |
| 2021 | EMNLP | Jointly Learning to Repair Code and Generate Commit Message. | Jiaqi Bai, Long Zhou, Ambrosio Blanco, Shujie Liu, Furu Wei, Ming Zhou, Zhoujun Li |
| 2021 | ICLR | GraphCodeBERT: Pre-training Code Representations with Data Flow. | Daya Guo, Shuo Ren, Shuai Lu, Zhangyin Feng, Duyu Tang, Shujie Liu, Long Zhou, Nan Duan, Alexey Svyatkovskiy, Shengyu Fu, Michele Tufano, Shao Kun Deng, Colin B. Clement, Dawn Drain, Neel Sundaresan, Jian Yin, Daxin Jiang, Ming Zhou |
| 2021 | IJCNN | Zero-shot learning compound fault diagnosis of bearings. | Juan Xu, Long Zhou, Weihua Zhao, Yuqi Fan, Xu Ding |
| 2020 | AAAI | Synchronous Speech Recognition and Speech-to-Text Translation with Interactive Decoding. | Yuchen Liu, Jiajun Zhang, Hao Xiong, Long Zhou, Zhongjun He, Hua Wu, Haifeng Wang, Chengqing Zong |
| 2019 | ACL | A Compact and Language-Sensitive Multilingual Translation Method. | Yining Wang, Long Zhou, Jiajun Zhang, Feifei Zhai, Jingfang Xu, Chengqing Zong |
| 2019 | EMNLP | Synchronously Generating Two Languages with Interactive Decoding. | Yining Wang, Jiajun Zhang, Long Zhou, Yuchen Liu, Chengqing Zong |
| 2019 | IJCAI | Sequence Generation: From Both Sides to the Middle. | Long Zhou, Jiajun Zhang, Chengqing Zong, Heng Yu |
| 2017 | ACL | Neural System Combination for Machine Translation. | Long Zhou, Wenpeng Hu, Jiajun Zhang, Chengqing Zong |
| 2017 | IECON | Fault analysis of power transmission line in a generalized state-space model perspective. | Geng Niu, Tianying Xiao, Wei Pei, Ma Zhu, Zhikun Yan, Long Zhou, Zhiping Qi, Li Kong |
| 2016 | CIS | The Detecting Method of Building Deformation Based on Terrestrial Laser Point Cloud. | Xu Zhao, Xuefei Li, Hua Liang, Fei Deng, Long Zhou, Weizhen Chen |
| 2016 | CoNLL | An End-to-End Chinese Discourse Parser with Adaptation to Explicit and Non-explicit Relation Recognition. | Xiaomian Kang, Haoran Li, Long Zhou, Jiajun Zhang, Chengqing Zong |
| 2015 | CIS | Monitoring the Deformation of the Facade of a Building Based on Terrestrial Laser Point-Cloud. | Xu Zhao, Fei Deng, Hua Liang, Long Zhou |
| 2014 | ICNC | Rapid vehicle edge detection based on cellular neural network. | Deshui Hao, Luping Ji, Long Zhou |
| 2014 | ICNC | Traffic congestion judgment based on linear spatial pyramid matching using sparse coding. | Long Zhou, Luping Ji, Deshui Hao |
| 2012 | ICMLC | The instantaneous frequency extraction of GPR B-scan data based on HHT method. | Lu Gan, Long Zhou, Xinge You, Juan Xiao |
| 2012 | ICMLC | Research on Smart Grid analysis based on informatization. | Long Zhou, Jun Chen, Jutao Huang, Jianwen Huang |
| 2011 | CIS | Cell Nuclei Detection in Histopathological Images by Using Multi-curvature Edge Cue. | Baochuan Pang, Long Zhou, Wu Zeng, Xinge You |
| 2011 | CIS | Clustering Based Image Denoising Using SURE-LET. | Wu Zeng, Long Zhou, Xiubao Jiang, Xinge You, Mingming Gong |
| 2010 | CIS | Image Denoising Using Nonseparable Wavelet and SURE-LET. | Wu Zeng, Xiubao Jiang, Zhengquan Xu, Long Zhou |
| 2010 | ICIP | Extracting corner-cue feature to improve minutiae-matching accuracy. | Jiajia Lei, Xinge You, Long Zhou, Wu Zeng |
| 2010 | ICMLC | Long digital straight segments for fingerprint matching. | Xiubao Jiang, Long Zhou, Mingming Gong, Xinge You |
| 2010 | ICMLC | A RBF network for short - Term Load forecast on microgrid. | Fang-Yuan Xu, M. C. Leung, Long Zhou |
| 2010 | ICMLC | Artificial neural network for load forecasting in smart grid. | Hao-Tian Zhang, Fang-Yuan Xu, Long Zhou |
| 2010 | ICMLC | Impact of smart metering on energy efficiency. | Long Zhou, Fang-Yuan Xu, Ying-Nan Ma |
| 2010 | ICMLC | Nonseparable wavelet domain BPCA for face recognition. | Qin Zhou, Long Zhou, Xinge You |
| 2010 | ICPR | Retinal Blood Vessels Segmentation Using the Radial Projection and Supervised Classification. | Qinmu Peng, Xinge You, Long Zhou, Yiu-ming Cheung |