Caiwen Ding

1. FTRANS: Energy-Efficient Acceleration of Transformers using FPGA
   2020/07/16 by Bingbing Li, Santosh Pandey, Li, Bingbing +17 · 7 citations
   Computer Science · #Advanced Neural Network Applications #C.1.4 #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Parallel #Topic Modeling #and Cluster Computing (cs.DC)
2. You Need Multiple Exiting: Dynamic Early Exiting for Accelerating Unified Vision Language Model
   2022/11/21 by Shengkun Tang, Yaqing Wang, Tang, Shengkun +15 · 8 citations
   Computer Science · #Advanced Image and Video Retrieval Techniques #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
3. Efficient Recurrent Neural Networks using Structured Matrices in FPGAs
   2018/03/20 by Zhe Li, Shuo Wang, Li, Zhe +9 · 1 voice
   Computer Science · #Neural Networks and Applications #Blind Source Separation Techniques #Neural Networks and Reservoir Computing
4. TAG: Gradient Attack on Transformer-based Language Models
   2021/03/11 by Jieren Deng, Deng, Jieren, Yijue Wang +11 · 4 citations
   Computer Science · Medicine · #Adversarial Robustness in Machine Learning #Artificial Intelligence in Healthcare and Education #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Privacy-Preserving Technologies in Data
5. Uncertainty Quantification of Collaborative Detection for Self-Driving
   2022/09/16 by Sanbao Su, Yiming Li, Su, Sanbao +11 · 4 citations
   Computer Science · Engineering · #Advanced Neural Network Applications #Autonomous Vehicle Technology and Safety #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Video Surveillance and Tracking Methods
6. A Multi-Agent Reinforcement Learning Approach For Safe and Efficient Behavior Planning Of Connected Autonomous Vehicles
   2020/03/09 by Songyang Han, Shanglin Zhou, Han, Songyang +11 · 2 citations
   Engineering · #Traffic control and management #Vehicular Ad Hoc Networks (VANETs) #Autonomous Vehicle Technology and Safety
7. FORMS: Fine-grained Polarized ReRAM-based In-situ Computation for Mixed-signal DNN Accelerator
   2021/06/16 by Geng Yuan, Yuan, Geng, Payman Behnam +19 · 2 citations
   Engineering · Computer Science · #Advanced Memory and Neural Computing #Ferroelectric and Negative Capacitance Devices #Machine Learning and ELM
8. Advanced Large Language Model (LLM)-Driven Verilog Development: Enhancing Power, Performance, and Area Optimization in Code Synthesis
   2023/12/02 by Kiran Thorat, Jiahui Zhao, Thorat, Kiran +13 · 3 citations
   Computer Science · Engineering · #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG) #Parallel Computing and Optimization Techniques #Software Engineering Research
9. SC-DCNN: Highly-Scalable Deep Convolutional Neural Network using Stochastic Computing
   2016/11/18 by Ao Ren, Ren, Ao, Ji Li +13 · 2 citations
   Computer Science · Engineering · #Advanced Memory and Neural Computing #Computer Vision and Pattern Recognition (cs.CV) #Error Correcting Code Techniques #FOS: Computer and information sciences #Stochastic Gradient Optimization Techniques
10. Collaborative Multi-Object Tracking with Conformal Uncertainty Propagation
    2023/03/25 by Sanbao Su, Songyang Han, Su, Sanbao +11 · 2 citations
    Computer Science · Engineering · #Advanced Neural Network Applications #Autonomous Vehicle Technology and Safety #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Video Surveillance and Tracking Methods
11. AutoReP: Automatic ReLU Replacement for Fast Private Network Inference
    2023/08/20 by Hongwu Peng, Peng, Hongwu, Shaoyi Huang +25 · 2 citations
    Computer Science · #B.0 #Cryptography and Data Security #Cryptography and Security (cs.CR) #E.3 #FOS: Computer and information sciences #I.2 #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
12. LinGCN: Structural Linearized Graph Convolutional Network for Homomorphically Encrypted Inference
    2023/09/25 by Hongwu Peng, Peng, Hongwu, Ran Ran +19 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #B.0 #Cryptography and Data Security #Cryptography and Security (cs.CR) #E.3 #FOS: Computer and information sciences #I.2 #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
13. C-LSTM: Enabling Efficient LSTM using Structured Compression Techniques on FPGAs
    2018/03/14 by Shuo Wang, Wang, Shuo, Zhe Li +11 · 1 citation
    Computer Science · #Music and Audio Processing #Speech and Audio Processing #Speech Recognition and Synthesis
14. Fortran2CPP: Automating Fortran-to-C++ Translation using LLMs via Multi-Turn Dialogue and Dual-Agent Integration
    2024/12/27 by Le Chen, Chen, Le, Bin Lei +10 · 3 citations
    Computer Science · Engineering · #Advanced Data Processing Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Service-Oriented Architecture and Web Services #Software System Performance and Reliability
15. SAPAG: A Self-Adaptive Privacy Attack From Gradients
    2020/09/14 by Yijue Wang, Jieren Deng, Wang, Yijue +13 · 1 citation
    Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Privacy-Preserving Technologies in Data
16. A Secure and Efficient Federated Learning Framework for NLP
    2022/01/28 by Jie‐Ren Deng, Chenghong Wang, Deng, Jieren +17 · 1 citation
    Computer Science · Medicine · #Computation and Language (cs.CL) #Cryptography and Data Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Pharmacological Effects and Toxicity Studies #Privacy-Preserving Technologies in Data
17. An Automatic and Efficient BERT Pruning for Edge AI Systems
    2022/06/21 by Shaoyi Huang, Huang, Shaoyi, Ning Liu +13 · 1 citation
    Computer Science · #Topic Modeling #Machine Learning and Data Classification #Advanced Neural Network Applications
18. Attacking the Spike: On the Transferability and Security of Spiking Neural Networks to Adversarial Examples
    2022/09/07 by Nuo Xu, Kaleel Mahmood, Xu, Nuo +9 · 1 citation
    Computer Science · Engineering · Materials Science · #Advanced Memory and Neural Computing #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science #Neural and Evolutionary Computing (cs.NE)
19. Zero-Space Cost Fault Tolerance for Transformer-based Language Models on ReRAM
    2024/01/22 by Bingbing Li, Geng Yuan, Li, Bingbing +15 · 1 citation
    Engineering · Computer Science · #Ferroelectric and Negative Capacitance Devices #Advanced Memory and Neural Computing #Advanced Neural Network Applications
20. CudaForge: An Agent Framework with Hardware Feedback for CUDA Kernel Optimization
    2025/10/23 by Zijian Zhang, Rong Wang, Zhang, Zijian +8 · 3 citations
    Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Parallel Computing and Optimization Techniques #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
21. AdaDiff: Accelerating Diffusion Models through Step-Wise Adaptive Computation
    2023/09/29 by Shengkun Tang, Tang, Shengkun, Yaqing Wang +9 · 1 citation
    Computer Science · Medicine · #Advanced Neuroimaging Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
22. RTop-K: Ultra-Fast Row-Wise Top-K Selection for Neural Network Acceleration on GPUs
    2024/09/01 by Xi Xie, Xie, Xi, Luo, Yuebo +4 · 1 citation
    Neuroscience · #Brain Tumor Detection and Classification #Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
23. LLM-VeriPPA: Power, Performance, and Area Optimization aware Verilog Code Generation with Large Language Models
    2025/09/10 by Kiran Thorat, Jiahui Zhao, Thorat, Kiran +13 · 1 citation
    Computer Science · Engineering · #Big Data and Digital Economy #Embedded Systems Design Techniques #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Low-power high-performance VLSI design #Machine Learning (cs.LG)
24. CLDRoute: Conditional Latent Diffusion for Routability Map Generation in Physical Design
    2026/07/18 by Kiran Thorat, Nicole Meng, Caiwen Ding +2
    #cs.LG