Huang, Chenyu

1. ORLM: A Customizable Framework in Training Large Models for Automated Optimization Modeling
   2024/05/28 by Chenyu Huang, Huang, Chenyu, Zhengyang Tang +12 · 37 citations
   Computer Science · Engineering · #Topic Modeling #Natural Language Processing Techniques #Advanced Data Processing Techniques
2. EMR-Merging: Tuning-Free High-Performance Model Merging
   2024/05/23 by Chenyu Huang, Peng Ye, Huang, Chenyu +9 · 30 citations
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech Recognition and Synthesis
3. RepChain: A Reputation-based Secure, Fast and High Incentive Blockchain System via Sharding
   2019/01/17 by Huang, Chenyu, Wang, Zeyu, Chen, Huangxun +4 · 3 citations
   #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Networking and Internet Architecture (cs.NI)
4. OmniSR: Shadow Removal under Direct and Indirect Lighting
   2024/10/02 by Jiamin Xu, Zelong Li, Xu, Jiamin +10 · 7 citations
   Engineering · Physics and Astronomy · #Advanced Optical Sensing Technologies #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Optical Network Technologies #Optical Systems and Laser Technology
5. Merging Vision Transformers from Different Tasks and Domains
   2023/12/25 by Peng Ye, Ye, Peng, Chenyu Huang +11 · 3 citations
   Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
6. ECGadv: Generating Adversarial Electrocardiogram to Misguide Arrhythmia Classification System
   2019/01/12 by Huangxun Chen, Chenyu Huang, Chen, Huangxun +7 · 1 citation
   Computer Science · Engineering · Medicine · #Adversarial Robustness in Machine Learning #Cardiac electrophysiology and arrhythmias #Electrostatic Discharge in Electronics #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Signal Processing (eess.SP) #electronic engineering #information engineering
7. FOD-A: A Dataset for Foreign Object Debris in Airports
   2021/10/06 by Travis Munyer, Munyer, Travis, Pei-Chi Huang +5 · 1 citation
   Computer Science · Engineering · #Advanced Neural Network Applications #Infrastructure Maintenance and Monitoring #Image and Object Detection Techniques
8. A Privacy-Preserving Subgraph-Level Federated Graph Neural Network via Differential Privacy
   2022/06/07 by Chenyu Huang, Qiu, Yeqing, Huang, Chenyu +6 · 1 citation
   Computer Science · #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
9. DeRS: Towards Extremely Efficient Upcycled Mixture-of-Experts Models
   2025/03/03 by Yongqi Huang, Huang, Yongqi, Peng Ye +13 · 4 citations
   Computer Science · Environmental Science · #Air Quality Monitoring and Forecasting #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG)
10. Decouple and Orthogonalize: A Data-Free Framework for LoRA Merging
    2025/05/21 by Zheng, Shenghe, Wang, Hongzhi, Huang, Chenyu +5 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)