Wang, Pengyu
- SpeechGPT: Empowering Large Language Models with Intrinsic Cross-Modal Conversational Abilities
2023/05/18 by Dong Zhang, Shimin Li, Zhang, Dong +11 · 94 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech Recognition and Synthesis
- InferAligner: Inference-Time Alignment for Harmlessness through Cross-Model Guidance
2024/01/20 by Wang, Pengyu, Zhang, Dong, Li, Linyang +5 · 12 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- SeqXGPT: Sentence-Level AI-Generated Text Detection
2023/10/13 by Wang, Pengyu, Li, Linyang, Ren, Ke +3 · 11 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- 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
- 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
- Origin Tracing and Detecting of LLMs
2023/04/27 by Linyang Li, Pengyu Wang, Li, Linyang +7 · 7 citations
Computer Science · Social Sciences · #Topic Modeling #Natural Language Processing Techniques #Language and cultural evolution
- Case2Code: Scalable Synthetic Data for Code Generation
2024/07/17 by Yunfan Shao, Shao, Yunfan, Linyang Li +25 · 8 citations
Computer Science · #Statistical and Computational Modeling
- Watermarking LLMs with Weight Quantization
2023/10/17 by Li, Linyang, Jiang, Botian, Wang, Pengyu +3 · 5 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- 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
- UnifiedMLLM: Enabling Unified Representation for Multi-modal Multi-tasks With Large Language Model
2024/08/05 by Li, Zhaowei, Wang, Wei, Cai, YiQing +7 · 3 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- LongSafety: Enhance Safety for Long-Context LLMs
2024/11/11 by Huang, Mianqiu, Liu, Xiaoran, Zhou, Shaojun +11 · 3 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- 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
- DenoSent: A Denoising Objective for Self-Supervised Sentence Representation Learning
2024/01/24 by Wang, Xinghao, He, Junliang, Wang, Pengyu +3 · 2 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Large-Scale 3D Shape Reconstruction and Segmentation from ShapeNet Core55
2017/10/17 by Yi, Li, Shao, Lin, Savva, Manolis +47 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- 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
- 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
- CleanMel: Mel-Spectrogram Enhancement for Improving Both Speech Quality and ASR
2025/02/27 by Shao, Nian, Zhou, Rui, Wang, Pengyu +4 · 3 citations
#Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #electronic engineering #information engineering
- Scaling Package Queries to a Billion Tuples via Hierarchical Partitioning and Customized Optimization
2023/07/06 by Mai, Anh L., Wang, Pengyu, Abouzied, Azza +3 · 1 citation
#Databases (cs.DB) #FOS: Computer and information sciences
- 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
- QUADFormer: Learning-based Detection of Cyber Attacks in Quadrotor UAVs
2024/06/02 by Pengyu Wang, Zhaohua Yang, Wang, Pengyu +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
- Quadrotor Autonomous Landing on Moving Platform
2022/08/10 by Wang, Pengyu, Wang, Chaoqun, Wang, Jiankun +1 · 1 citation
#FOS: Computer and information sciences #Robotics (cs.RO)
- 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
- MetaAlign: Align Large Language Models with Diverse Preferences during Inference Time
2024/10/18 by Zhang, Mozhi, Wang, Pengyu, Tan, Chenkun +4 · 2 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Medical Image Synthesis via Fine-Grained Image-Text Alignment and Anatomy-Pathology Prompting
2024/03/11 by Wenting Chen, Pengyu Wang, Chen, Wenting +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
- Sparsity-Accelerated Training for Large Language Models
2024/06/03 by Ma, Da, Chen, Lu, Wang, Pengyu +6 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- 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)
- MRGAgents: A Multi-Agent Framework for Improved Medical Report Generation with Med-LVLMs
2025/05/24 by Wang, Pengyu, Ye, Shuchang, Naseem, Usman +1 · 2 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Multiagent Systems (cs.MA)
- Adversarial Preference Learning for Robust LLM Alignment
2025/05/30 by Wang, Yuanfu, Wang, Pengyu, Xi, Chenyang +13 · 2 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)