He, Zhezhi

1. Bit-Flip Attack: Crushing Neural Network with Progressive Bit Search
   2019/03/28 by Adnan Siraj Rakin, Rakin, Adnan Siraj, Zhezhi He +3 · 18 citations
   Computer Science · Engineering · #Advanced Memory and Neural Computing #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Integrated Circuits and Semiconductor Failure Analysis
2. CLLMs: Consistency Large Language Models
   2024/02/28 by Siqi Kou, Lanxiang Hu, Kou, Siqi +7 · 19 citations
   Computer Science · #Natural Language Processing Techniques #Topic Modeling #Text Readability and Simplification
3. Parametric Noise Injection: Trainable Randomness to Improve Deep Neural\n Network Robustness against Adversarial Attack
   2018/11/22 by Adnan Siraj Rakin, Zhezhi He, Rakin, Adnan Siraj +3 · 8 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications
4. TBT: Targeted Neural Network Attack with Bit Trojan
   2019/09/10 by Rakin, Adnan Siraj, He, Zhezhi, Fan, Deliang · 7 citations
   #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE)
5. ResSFL: A Resistance Transfer Framework for Defending Model Inversion Attack in Split Federated Learning
   2022/05/09 by Li, Jingtao, Rakin, Adnan Siraj, Chen, Xing +3 · 6 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
6. HaVen: Hallucination-Mitigated LLM for Verilog Code Generation Aligned with HDL Engineers
   2025/01/09 by Yang, Yiyao, Teng, Fu, Liu, Pengju +5 · 14 citations
   #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Programming Languages (cs.PL)
7. CP-ViT: Cascade Vision Transformer Pruning via Progressive Sparsity Prediction
   2022/03/09 by Zhuoran Song, Yihong Xu, Song, Zhuoran +9 · 5 citations
   Engineering · Computer Science · #CCD and CMOS Imaging Sensors #Image Enhancement Techniques #Advanced Neural Network Applications
8. SeeLe: A Unified Acceleration Framework for Real-Time Gaussian Splatting
   2025/03/07 by Huang, Xiaotong, Zhu, He, Liu, Zihan +6 · 10 citations
   #FOS: Computer and information sciences #Graphics (cs.GR)
9. Simultaneously Optimizing Weight and Quantizer of Ternary Neural Network using Truncated Gaussian Approximation
   2018/10/02 by Zhezhi He, Deliang Fan, He, Zhezhi +1 · 2 citations
   Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification
10. Non-Structured DNN Weight Pruning -- Is It Beneficial in Any Platform?
    2019/07/03 by Ma, Xiaolong, Lin, Sheng, Ye, Shaokai +10 · 1 citation
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural and Evolutionary Computing (cs.NE)
11. MetaGater: Fast Learning of Conditional Channel Gated Networks via Federated Meta-Learning
    2020/11/25 by Sen Lin, Lin, Sen, Li Yang +7 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Distributed #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
12. Blind Pre-Processing: A Robust Defense Method Against Adversarial Examples
    2018/02/05 by Adnan Siraj Rakin, Rakin, Adnan Siraj, Zhezhi He +5 · 1 citation
    Computer Science · #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
13. T-BFA: Targeted Bit-Flip Adversarial Weight Attack
    2020/07/24 by Adnan Siraj Rakin, Rakin, Adnan Siraj, Zhezhi He +9 · 2 citations
    Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
14. StreamGrid: Streaming Point Cloud Analytics via Compulsory Splitting and Deterministic Termination
    2025/03/07 by Feng, Yu, Liu, Zheng, Lin, Weikai +6 · 2 citations
    #FOS: Computer and information sciences #Hardware Architecture (cs.AR)