Shuo Ren
- WavLM: Large-Scale Self-Supervised Pre-Training for Full Stack Speech Processing
2022/07/04 by Sanyuan Chen, Chengyi Wang, Zhengyang Chen +15 · 227 citations
Computer Science · #Speech Recognition and Synthesis #Speech and Audio Processing #Music and Audio Processing
- GraphCodeBERT: Pre-training Code Representations with Data Flow
2020/09/17 by Daya Guo, Guo, Daya, Shuo Ren +33 · 98 citations
Computer Science · #Software Engineering Research #Topic Modeling #Software Testing and Debugging Techniques
- CodeBLEU: a Method for Automatic Evaluation of Code Synthesis
2020/09/22 by Shuo Ren, Ren, Shuo, Daya Guo +17 · 93 citations
Computer Science · #Software Engineering Research #Software Testing and Debugging Techniques #Software Reliability and Analysis Research
- CodeXGLUE: A Machine Learning Benchmark Dataset for Code Understanding\n and Generation
2021/02/09 by Shuai Lu, Daya Guo, Lu, Shuai +41 · 78 citations
Computer Science · #Software Engineering Research #Software Testing and Debugging Techniques #Advanced Malware Detection Techniques
- SpeechT5: Unified-Modal Encoder-Decoder Pre-Training for Spoken Language Processing
2021/10/14 by Junyi Ao, Ao, Junyi, Rui Wang +25 · 23 citations
Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Natural Language Processing Techniques #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
- Style Transfer as Unsupervised Machine Translation
2018/08/23 by Zhirui Zhang, Zhang, Zhirui, Shuo Ren +13 · 4 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling #Speech and dialogue systems
- KTAE: A Model-Free Algorithm to Key-Tokens Advantage Estimation in Mathematical Reasoning
2025/05/22 by Wei Sun, Sun, Wei, Wen Yang +11 · 6 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Reinforcement Learning in Robotics #Topic Modeling
- Chiplet3D: Pin- and Thermal-Aware 3D Chiplet Floorplanning via Convolution-Embedded MILP
2026/07/03 by Shuo Ren, Libo Shen, Yaohui Han +4 · 1 voice
Computer Science · #cs.AR
- Look Again, Think Slowly: Enhancing Visual Reflection in Vision-Language Models
2025/09/15 by Jian Pu, Jian, Pu, Junhong Wu +9 · 6 citations
Computer Science · #Multimodal Machine Learning Applications