ZH
Zhezhi He
cs.LGcs.AIcs.CVcs.ARcs.CRcs.NEcs.ETstat.MLcs.DCcs.CL
On Valency
published · living versionsW_bavhbrty·v1 · currentpublished
Bit-Flip Attack: Crushing Neural Network with Progressive Bit Search
with Adnan Siraj Rakin, Deliang Fan
1 version
Preprints & journals
37 papers in the corpus · 2017–2026Deltoris: Enabling Real-time VLA Inference in Embodied AI via Bit-level Sparsity and Speculative Inference2608.04428v1 · Zheng Liu, Zeyu Guo, Zihan Liu et al.2026 · 0 citationsarXiv
NasZip: Software and Hardware Co-Design to Accelerate Approximate Nearest Neighbor Search with DIMM-Based Near-Data Processing2605.21952v1 · Cheng Zou, Shuo Yang, Chen Nie et al.2026 · 0 citationsarXiv
ELSA: An ELastic SNN Inference Architecture for Efficient Neuromorphic Computing2605.20802v1 · Kang You, Chen Nie, Lee Jun Yan et al.2026 · 0 citationsarXiv
Determinism in the Undetermined: Deterministic Output in Charge-Conserving Continuous-Time Neuromorphic Systems with Temporal Stochasticity2603.15987v1 · Jing Yan, Kang You, Zhezhi He et al.2026 · 0 citationsarXiv
VERIRL: Boosting the LLM-based Verilog Code Generation via Reinforcement Learning2508.18462v1 · Fu Teng, Miao Pan, Xuhong Zhang et al.2025 · 2 citationsarXiv
SeeLe: A Unified Acceleration Framework for Real-Time Gaussian Splatting2503.05168v3 · Xiaotong Huang, He Zhu, Zihan Liu et al.2025 · 0 citationsarXiv
StreamGrid: Streaming Point Cloud Analytics via Compulsory Splitting and Deterministic Termination2503.05197v2 · Yu Feng, Zheng Liu, Weikai Lin et al.2025 · 2 citationsarXiv
HaVen: Hallucination-Mitigated LLM for Verilog Code Generation Aligned with HDL Engineers2501.04908v1 · Yiyao Yang, Fu Teng, Pengju Liu et al.2025 · 23 citationsarXiv
High-Quality Iterative Logic Compiler for In-Memory SIMD Computation with Tight Coupling of Synthesis and Scheduling2412.02212v1 · Xingyue Qian, Chenyang Lv, Zhezhi He et al.2024 · 0 citationsarXiv
MASIM: An Efficient Multi-Array Scheduler for In-Memory SIMD Computation2412.02218v1 · Xingyue Qian, Chen Nie, Zhezhi He et al.2024 · 0 citationsarXiv
Obtaining Optimal Spiking Neural Network in Sequence Learning via CRNN-SNN Conversion2408.09403v2 · Jiahao Su, Kang You, Zekai Xu et al.2024 · 0 citationsarXiv
BKDSNN: Enhancing the Performance of Learning-based Spiking Neural Networks Training with Blurred Knowledge Distillation2407.09083v2 · Zekai Xu, Kang You, Qinghai Guo et al.2024 · 9 citationsEuropean Conference on Computer Vision 2024
SpikeZIP-TF: Conversion is All You Need for Transformer-based SNN2406.03470v1 · Kang You, Zekai Xu, Chen Nie et al.2024 · 5 citationsInternational Conference on Machine Learning 2024
A Progressive Subnetwork Searching Framework for Dynamic Inference.36063528 · Yang, Li, He, Zhezhi, Cao, Yu et al.2024 · 6 citationsIEEE transactions on neural networks and learning systems. 2024;35(3):3809-3820
CLLMs: Consistency Large Language Models2403.00835v4 · Siqi Kou, Lanxiang Hu, Zhezhi He et al.2024 · 2 citationsarXiv
Monolithic 3D integration of 2D transistors and vertical RRAMs in 1T-4R structure for high-density memory.37741834 · Xie, Maosong, Jia, Yueyang, Nie, Chen et al.2023 · 77 citationsNature communications. 2023;14(1):5952
Model Extraction Attacks on Split Federated Learning2303.08581v1 · Jingtao Li, Adnan Siraj Rakin, Xing Chen et al.2023 · 6 citationsarXiv
Non-Structured DNN Weight Pruning-Is It Beneficial in Any Platform?33735086 · Ma, Xiaolong, Lin, Sheng, Ye, Shaokai et al.2022 · 115 citationsIEEE transactions on neural networks and learning systems. 2022;33(9):4930-4944
ResSFL: A Resistance Transfer Framework for Defending Model Inversion Attack in Split Federated Learning2205.04007v1 · Jingtao Li, Adnan Siraj Rakin, Xing Chen et al.2022 · 82 citationsarXiv
CP-ViT: Cascade Vision Transformer Pruning via Progressive Sparsity Prediction2203.04570v1 · Zhuoran Song, Yihong Xu, Zhezhi He et al.2022 · 21 citationsarXiv
N3H-Core: Neuron-designed Neural Network Accelerator via FPGA-based Heterogeneous Computing Cores2112.08193v1 · Yu Gong, Zhihan Xu, Zhezhi He et al.2021 · 19 citationsarXiv
T-BFA: Targeted Bit-Flip Adversarial Weight Attack.34529561 · Rakin, Adnan Siraj, He, Zhezhi, Li, Jingtao et al.2024 · 89 citationsIEEE transactions on pattern analysis and machine intelligence. 2021;PP
NeurObfuscator: A Full-stack Obfuscation Tool to Mitigate Neural Architecture Stealing2107.09789v1 · Jingtao Li, Zhezhi He, Adnan Siraj Rakin et al.2021 · 24 citationsarXiv
SME: ReRAM-based Sparse-Multiplication-Engine to Squeeze-Out Bit Sparsity of Neural Network2103.01705v1 · Fangxin Liu, Wenbo Zhao, Yilong Zhao et al.2021 · 24 citationsarXiv
RADAR: Run-time Adversarial Weight Attack Detection and Accuracy Recovery2101.08254v1 · Jingtao Li, Adnan Siraj Rakin, Zhezhi He et al.2021 · 40 citationsarXiv
MetaGater: Fast Learning of Conditional Channel Gated Networks via Federated Meta-Learning2011.12511v2 · Sen Lin, Li Yang, Zhezhi He et al.2020 · 10 citationsarXiv
KSM: Fast Multiple Task Adaption via Kernel-wise Soft Mask Learning2009.05668v1 · Li Yang, Zhezhi He, Junshan Zhang et al.2020 · 12 citationsarXiv
Network-based multi-task learning models for biomarker selection and cancer outcome prediction.31688914 · Wang, Zhibo, He, Zhezhi, Shah, Milan et al.2020 · 22 citationsBioinformatics (Oxford, England). 2020;36(6):1814-1822
TBT: Targeted Neural Network Attack with Bit Trojan1909.05193v3 · Adnan Siraj Rakin, Zhezhi He, Deliang Fan2019 · 200 citationsarXiv
Robust Sparse Regularization: Simultaneously Optimizing Neural Network Robustness and Compactness1905.13074v1 · Adnan Siraj Rakin, Zhezhi He, Li Yang et al.2019 · 16 citationsarXiv
Bit-Flip Attack: Crushing Neural Network with Progressive Bit Search1903.12269v2 · Adnan Siraj Rakin, Zhezhi He, Deliang Fan2019 · 274 citationsarXivon Valency
Parametric Noise Injection: Trainable Randomness to Improve Deep Neural Network Robustness against Adversarial Attack1811.09310v1 · Adnan Siraj Rakin, Zhezhi He, Deliang Fan2018 · 283 citationsarXiv
Simultaneously Optimizing Weight and Quantizer of Ternary Neural Network using Truncated Gaussian Approximation1810.01018v1 · Zhezhi He, Deliang Fan2018 · 67 citationsarXiv
Optimize Deep Convolutional Neural Network with Ternarized Weights and High Accuracy1807.07948v1 · Zhezhi He, Boqing Gong, Deliang Fan2018 · 21 citationsarXiv
Blind Pre-Processing: A Robust Defense Method Against Adversarial Examples1802.01549v2 · Adnan Siraj Rakin, Zhezhi He, Boqing Gong et al.2018 · 9 citationsarXiv
Developing All-Skyrmion Spiking Neural Network1705.02995v1 · Zhezhi He, Deliang Fan2017 · 8 citationsarXiv
Current Induced Dynamics of Multiple Skyrmions with Domain Wall Pair and Skyrmion-based Majority Gate Design1702.04814v2 · Zhezhi He, Shaahin Angizi, Deliang Fan2017 · 34 citationsarXiv
Career total: 128 works. 37 are in this corpus.
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