Pengyu Wang

1. SpeechGPT: Empowering Large Language Models with Intrinsic Cross-Modal Conversational Abilities
   2023/05/18 by Dong Zhang, Shimin Li, Zhang, Dong +11 · 89 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech Recognition and Synthesis
2. SpeechAlign: Aligning Speech Generation to Human Preferences
   2024/04/08 by Dong Zhang, Zhaowei Li, Zhang, Dong +11 · 12 citations
   Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #Speech and dialogue systems #electronic engineering #information engineering
3. EventHPE: Event-based 3D Human Pose and Shape Estimation
   2021/08/15 by Shihao Zou, Zou, Shihao, Chuan Guo +15 · 6 citations
   Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Video Surveillance and Tracking Methods
4. Origin Tracing and Detecting of LLMs
   2023/04/27 by Linyang Li, Li, Linyang, Pengyu Wang +7 · 7 citations
   Computer Science · Social Sciences · #Topic Modeling #Natural Language Processing Techniques #Language and cultural evolution
5. Case2Code: Scalable Synthetic Data for Code Generation
   2024/07/17 by Yunfan Shao, Shao, Yunfan, Linyang Li +25 · 7 citations
   Computer Science · #Statistical and Computational Modeling
6. RealMAN: A Real-Recorded and Annotated Microphone Array Dataset for Dynamic Speech Enhancement and Localization
   2024/06/28 by Bing Yang, Changsheng Quan, Yang, Bing +17 · 6 citations
   Computer Science · Health Professions · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Infant Health and Development #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
7. NewsBench: A Systematic Evaluation Framework for Assessing Editorial Capabilities of Large Language Models in Chinese Journalism
   2024/02/29 by Miao Li, Li, Miao, Ming-Bin Chen +19 · 2 citations
   Engineering · Computer Science · #Safety Systems Engineering in Autonomy #Software Reliability and Analysis Research #Software Testing and Debugging Techniques
8. Learning For Predictive Control: A Dual Gaussian Process Approach
   2022/11/07 by Yuhan Liu, Liu, Yuhan, Pengyu Wang +3 · 1 citation
   Biochemistry, Genetics and Molecular Biology · Computer Science · Engineering · #Advanced Control Systems Optimization #FOS: Electrical engineering #Gaussian Processes and Bayesian Inference #Gene Regulatory Network Analysis #Systems and Control (eess.SY) #electronic engineering #information engineering
9. BitStack: Any-Size Compression of Large Language Models in Variable Memory Environments
   2024/10/31 by Xinghao Wang, Pengyu Wang, Wang, Xinghao +9 · 2 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Parallel Computing and Optimization Techniques #Topic Modeling
10. MCPL: Multi-Modal Collaborative Prompt Learning for Medical Vision-Language Model
    2024/12/01 by Pengyu Wang, Huaqi Zhang, Yixuan Yuan · 2 citations
11. Advancing Fine-Grained Visual Understanding with Multi-Scale Alignment in Multi-Modal Models
    2024/11/14 by Wei Wang, Zhaowei Li, Wang, Wei +16 · 2 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Multimodal Machine Learning Applications
12. QUADFormer: Learning-based Detection of Cyber Attacks in Quadrotor UAVs
    2024/06/02 by Pengyu Wang, Wang, Pengyu, Zhaohua Yang +17 · 1 citation
    Computer Science · Engineering · Social Sciences · #FOS: Computer and information sciences #Network Security and Intrusion Detection #Robotics (cs.RO) #Smart Grid Security and Resilience #Terrorism, Counterterrorism, and Political Violence
13. PerturbScore: Connecting Discrete and Continuous Perturbations in NLP
    2023/10/13 by Linyang Li, Ke Ren, Li, Linyang +7 · 1 citation
    Computer Science · #Anomaly Detection Techniques and Applications #Computation and Language (cs.CL) #FOS: Computer and information sciences
14. Medical Image Synthesis via Fine-Grained Image-Text Alignment and Anatomy-Pathology Prompting
    2024/03/11 by Wenting Chen, Chen, Wenting, Pengyu Wang +11 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Image Retrieval and Classification Techniques
15. Segment-Anything Models Achieve Zero-shot Robustness in Autonomous Driving
    2024/08/19 by Jun Yan, Pengyu Wang, Yan, Jun +9 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Advanced Neural Network Applications #Explainable Artificial Intelligence (XAI)
16. BM25 Wins at Scale: A Scaling Study of Retrieval-Augmented Generation Paradigms
    2026/07/29 by Pengyu Wang, Benfeng Xu, Shaohan Wang +4
    Computer Science · #cs.CL