- Guoli Ye, Vadim Mazalov, Jinyu Li, Yifan Gong:
Have Best of Both Worlds: Two-Pass Hybrid and E2E Cascading Framework for Speech Recognition. ICASSP 2022: 7432-7436 - Guolin Zheng, Zuoyong Li, Wenkai Hu, Haoyi Fan, Fum Yew Ching, Zhaochai Yu, Kaizhi Chen:
Semi-supervised Learning with Nearest-Neighbor Label and Consistency Regularization. ML4CS (2) 2022: 144-154 - Shizhe Hu, Ruilin Geng, Zhaoxu Cheng, Chaoyang Zhang, Guoliang Zou, Zhengzheng Lou, Yangdong Ye:
A Parameter-free Multi-view Information Bottleneck Clustering Method by Cross-view Weighting. ACM Multimedia 2022: 3792-3800 - Lijie Xu, Shuang Qiu, Binhang Yuan, Jiawei Jiang, Cédric Renggli, Shaoduo Gan, Kaan Kara, Guoliang Li, Ji Liu, Wentao Wu, Jieping Ye, Ce Zhang:
In-Database Machine Learning with CorgiPile: Stochastic Gradient Descent without Full Data Shuffle. SIGMOD Conference 2022: 1286-1300 - Ximeng Ye, Hongyu Li, Peng Jiang, Tiejun Wang, Guoliang Qin:
Learning Transient Partial Differential Equations with Local Neural Operators. CoRR abs/2203.08145 (2022) - Lijie Xu, Shuang Qiu, Binhang Yuan, Jiawei Jiang, Cédric Renggli, Shaoduo Gan, Kaan Kara, Guoliang Li, Ji Liu, Wentao Wu, Jieping Ye, Ce Zhang:
Stochastic Gradient Descent without Full Data Shuffle. CoRR abs/2206.05830 (2022) - Guoliang Li, Shuai Wang, Kejiang Ye, Miaowen Wen, Derrick Wing Kwan Ng, Marco Di Renzo:
Multi-Point Integrated Sensing and Communication: Fusion Model and Functionality Selection. CoRR abs/2208.07592 (2022) - Ruchao Fan, Guoli Ye, Yashesh Gaur, Jinyu Li:
Acoustic-aware Non-autoregressive Spell Correction with Mask Sample Decoding. CoRR abs/2210.08665 (2022) - 2021
- Xiaohui Wu, Tao Liu, Congting Ye, Wenbin Ye, Guoli Ji:
scAPAtrap: identification and quantification of alternative polyadenylation sites from single-cell RNA-seq data. Briefings Bioinform. 22(4) (2021) - Guo-Li Xiong, Wen-Ling Ye, Chao Shen, Ai-Ping Lu, Tingjun Hou, Dong-Sheng Cao:
Improving structure-based virtual screening performance via learning from scoring function components. Briefings Bioinform. 22(3) (2021) - Congting Ye, Danhui Zhao, Wenbin Ye, Xiaohui Wu, Guoli Ji, Qingshun Quinn Li, Juncheng Lin:
QuantifyPoly(A): reshaping alternative polyadenylation landscapes of eukaryotes with weighted density peak clustering. Briefings Bioinform. 22(6) (2021) - Yue Zhao, Xiang-Gui Wang, Zhong-Ye Ma, Guo-Li Xiong, Zhi-Jiang Yang, Yan Cheng, Ai-Ping Lu, Zhi-Jun Huang, Dong-Sheng Cao:
Systematic comparison of ligand-based and structure-based virtual screening methods on poly (ADP-ribose) polymerase-1 inhibitors. Briefings Bioinform. 22(6) (2021) - Wenbin Ye, Tao Liu, Hongjuan Fu, Congting Ye, Guoli Ji, Xiaohui Wu:
movAPA: modeling and visualization of dynamics of alternative polyadenylation across biological samples. Bioinform. 37(16): 2470-2472 (2021) - Huoyou Li, Xuesong Xiao, Xiaohui Wu, Lishan Ye, Guoli Ji:
scLINE: A multi-network integration framework based on network embedding for representation of single-cell RNA-seq data. J. Biomed. Informatics 122: 103899 (2021) - Helong Zhou, Liangchen Song, Jiajie Chen, Ye Zhou, Guoli Wang, Junsong Yuan, Qian Zhang:
Rethinking Soft Labels for Knowledge Distillation: A Bias-Variance Tradeoff Perspective. ICLR 2021 - Yan Huang, Guoli Ye, Jinyu Li, Yifan Gong:
Rapid Speaker Adaptation for Conformer Transducer: Attention and Bias Are All You Need. Interspeech 2021: 1309-1313 - Naoyuki Kanda, Guoli Ye, Yashesh Gaur, Xiaofei Wang, Zhong Meng, Zhuo Chen, Takuya Yoshioka:
End-to-End Speaker-Attributed ASR with Transformer. Interspeech 2021: 4413-4417 - Naoyuki Kanda, Guoli Ye, Yu Wu, Yashesh Gaur, Xiaofei Wang, Zhong Meng, Zhuo Chen, Takuya Yoshioka:
Large-Scale Pre-Training of End-to-End Multi-Talker ASR for Meeting Transcription with Single Distant Microphone. Interspeech 2021: 3430-3434 - Zhong Meng, Yu Wu, Naoyuki Kanda, Liang Lu, Xie Chen, Guoli Ye, Eric Sun, Jinyu Li, Yifan Gong:
Minimum Word Error Rate Training with Language Model Fusion for End-to-End Speech Recognition. Interspeech 2021: 2596-2600 - Helong Zhou, Liangchen Song, Jiajie Chen, Ye Zhou, Guoli Wang, Junsong Yuan, Qian Zhang:
Rethinking Soft Labels for Knowledge Distillation: A Bias-Variance Tradeoff Perspective. CoRR abs/2102.00650 (2021) - Naoyuki Kanda, Guoli Ye, Yu Wu, Yashesh Gaur, Xiaofei Wang, Zhong Meng, Zhuo Chen, Takuya Yoshioka:
Large-Scale Pre-Training of End-to-End Multi-Talker ASR for Meeting Transcription with Single Distant Microphone. CoRR abs/2103.16776 (2021) - Naoyuki Kanda, Guoli Ye, Yashesh Gaur, Xiaofei Wang, Zhong Meng, Zhuo Chen, Takuya Yoshioka:
End-to-End Speaker-Attributed ASR with Transformer. CoRR abs/2104.02128 (2021) - Zhong Meng, Yu Wu, Naoyuki Kanda, Liang Lu, Xie Chen, Guoli Ye, Eric Sun, Jinyu Li, Yifan Gong:
Minimum Word Error Rate Training with Language Model Fusion for End-to-End Speech Recognition. CoRR abs/2106.02302 (2021) - Guoli Ye, Vadim Mazalov, Jinyu Li, Yifan Gong:
Have best of both worlds: two-pass hybrid and E2E cascading framework for speech recognition. CoRR abs/2110.04891 (2021) - 2020
- Jinglun Liang, Zhihao Xu, Xuefeng Zhou, Shuai Li, Guoliang Ye:
Recurrent Neural Networks-Based Collision-Free Motion Planning for Dual Manipulators Under Multiple Constraints. IEEE Access 8: 54225-54236 (2020) - Fei Ye, Shuguo Pan, Wang Gao, Hao Wang, Guoliang Liu, Chun Ma, Yunfeng Wang:
An Improved Single-Epoch GNSS/INS Positioning Method for Urban Canyon Environment Based on Real-Time DISB Estimation. IEEE Access 8: 227566-227578 (2020) - Yean Zhu, Weiyi Xu, Guoliang Luo, Haolun Wang, Jingjing Yang, Wei Lu:
Random Forest enhancement using improved Artificial Fish Swarm for the medial knee contact force prediction. Artif. Intell. Medicine 103: 101811 (2020) - Moliang Chen, Guoli Ji, Hongjuan Fu, Qianmin Lin, Congting Ye, Wenbin Ye, Yaru Su, Xiaohui Wu:
A survey on identification and quantification of alternative polyadenylation sites from RNA-seq data. Briefings Bioinform. 21(4): 1261-1276 (2020) - Pengchao Ye, Wenbin Ye, Congting Ye, Shuchao Li, Lishan Ye, Guoli Ji, Xiaohui Wu:
scHinter: imputing dropout events for single-cell RNA-seq data with limited sample size. Bioinform. 36(3): 789-797 (2020) - Congting Ye, Qian Zhou, Xiaohui Wu, Chen Yu, Guoli Ji, Daniel R. Saban, Qingshun Quinn Li:
scDAPA: detection and visualization of dynamic alternative polyadenylation from single cell RNA-seq data. Bioinform. 36(4): 1262-1264 (2020)