Pengfei Hu

1. Membership Inference Attacks Against Recommender Systems
   2021/09/16 by Minxing Zhang, Zhaochun Ren, Zhang, Minxing +11 · 10 citations
   Computer Science · #Privacy-Preserving Technologies in Data #Adversarial Robustness in Machine Learning #Internet Traffic Analysis and Secure E-voting
2. HRDoc: Dataset and Baseline Method Toward Hierarchical Reconstruction of Document Structures
   2023/03/24 by Jiefeng Ma, Jun Du, Ma, Jiefeng +11 · 5 citations
   Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Mathematics, Computing, and Information Processing #Natural Language Processing Techniques #Topic Modeling
3. AccEar: Accelerometer Acoustic Eavesdropping with Unconstrained Vocabulary
   2022/12/02 by Pengfei Hu, Hui Zhuang, Panneer Selvam Santhalingamy +4 · 2 voices
   Computer Science · Engineering · #cs.SD #cs.CR #eess.AS
4. IoTGaze: IoT Security Enforcement via Wireless Context Analysis
   2020/06/29 by Tianbo Gu, Zheng Fang, Gu, Tianbo +9 · 2 citations
   Computer Science · #Advanced Malware Detection Techniques #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Internet Traffic Analysis and Secure E-voting #Network Security and Intrusion Detection #Networking and Internet Architecture (cs.NI)
5. Exploring Audio-Visual Information Fusion for Sound Event Localization and Detection In Low-Resource Realistic Scenarios
   2024/06/21 by Ya Jiang, Qing Wang, Jiang, Ya +21 · 3 citations
   Computer Science · #Music and Audio Processing #Speech and Audio Processing #Music Technology and Sound Studies
6. DAWN: Dynamic Frame Avatar with Non-autoregressive Diffusion Framework for Talking Head Video Generation
   2024/10/17 by Hanbo Cheng, Li-Min Lin, Cheng, Hanbo +13 · 2 citations
   Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face recognition and analysis #Generative Adversarial Networks and Image Synthesis #Human Motion and Animation
7. Defensive Patches for Robust Recognition in the Physical World
   2022/04/13 by Jiakai Wang, Wang, Jiakai, Zixin Yin +13 · 1 citation
   Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Advanced Neural Network Applications
8. Enhancing the Geometric Problem-Solving Ability of Multimodal LLMs via Symbolic-Neural Integration
   2025/04/17 by Yicheng Pan, Zhenrong Zhang, Pan, Yicheng +15 · 5 citations
   Social Sciences · Computer Science · #Mathematics Education and Teaching Techniques #Advanced Graph Neural Networks #Multimodal Machine Learning Applications
9. High Speed Rotation Estimation with Dynamic Vision Sensors
   2022/09/06 by Guangrong Zhao, Yiran Shen, Zhao, Guangrong +9 · 1 citation
   Computer Science · Engineering · Physics and Astronomy · #Advanced Optical Sensing Technologies #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Non-Invasive Vital Sign Monitoring #Sensor Technology and Measurement Systems #Systems and Control (eess.SY) #electronic engineering #information engineering
10. Bridging Stepwise Lab-Informed Pretraining and Knowledge-Guided Learning for Diagnostic Reasoning
    2024/10/25 by Pengfei Hu, Chang Lü, Hu, Pengfei +5 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Machine Learning in Healthcare #Speech and dialogue systems #Topic Modeling
11. Linguistic-Acoustic Similarity Based Accent Shift for Accent Recognition
    2022/04/07 by Qijie Shao, Shao, Qijie, Jinghao Yan +11 · 1 citation
    Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
12. PRM-BAS: Enhancing Multimodal Reasoning through PRM-guided Beam Annealing Search
    2025/04/14 by Pengfei Hu, Zhenrong Zhang, Hu, Pengfei +19 · 4 citations
    Computer Science · #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Multimedia (cs.MM) #Natural Language Processing Techniques
13. UniTabNet: Bridging Vision and Language Models for Enhanced Table Structure Recognition
    2024/09/20 by Zhenrong Zhang, Zhang, Zhenrong, Shuhang Liu +11 · 1 citation
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Mathematics, Computing, and Information Processing
14. LLM-NEO: Parameter Efficient Knowledge Distillation for Large Language Models
    2024/11/11 by Taiqiang Wu, Yang, Runming, Jiahao Wang +9 · 1 citation
    Computer Science · #Topic Modeling #Natural Language Processing Techniques
15. t-READi: Transformer-Powered Robust and Efficient Multimodal Inference for Autonomous Driving
    2024/10/13 by Pengfei Hu, Yuhang Qian, Hu, Pengfei +13 · 1 citation
    Computer Science · #Topic Modeling #Speech Recognition and Synthesis #Natural Language Processing Techniques
16. No Black Boxes: Interpretable and Interactable Predictive Healthcare with Knowledge-Enhanced Agentic Causal Discovery
    2025/05/22 by Xiaoxue Han, Pengfei Hu, Han, Xiaoxue +9 · 2 citations
    Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning in Healthcare
17. THOR: Tool-Integrated Hierarchical Optimization via RL for Mathematical Reasoning
    2025/09/17 by Qikai Chang, Zhenrong Zhang, Chang, Qikai +15 · 2 citations
    Computer Science · Materials Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Constraint Satisfaction and Optimization #FOS: Computer and information sciences #Machine Learning in Materials Science #Topic Modeling