DF
Deliang Fan
cs.CVcs.LGcs.CRcs.ETcs.AIcond-mat.dis-nncs.ARcs.NEcs.CLRNA-seq
On Valency
published · living versionsW_3c79u64e·v1 · currentpublished
DeepHammer: Depleting the Intelligence of Deep Neural Networks through Targeted Chain of Bit Flips
with Fan Yao, Adnan Siraj Rakin
1 version
Preprints & journals
61 papers in the corpus · 2013–2026CoLU: Confidence-Weighted Layerwise Unlearning for Large Language Models2610.22721v1 · Jingkai Guo, Ziyi Zhao, Chaitali Chakrabarti et al.2026 · 0 citationsarXiv
TileSkipper: Region-Adaptive Tile Pruning for 3D Gaussian Splatting2610.09343v1 · Jingxing Li, Yongjae Lee, Deliang Fan et al.2026 · 0 citationsarXiv
Dominant-Layer ZO: A Single Layer Dominates Zeroth-Order Fine-Tuning of LLMs2606.05516v1 · Wanhao Yu, Ziyan Wang, Zheng Wang et al.2026 · 0 citationsarXiv
AdpSplit: Error-Driven Adaptive Splitting for Faster Geometry Discovery in 3D Gaussian Splatting2605.06876v1 · Yongjae Lee, Jingxing Li, Abhay Kumar Yadav et al.2026 · 0 citationsarXiv
SkipGS: Post-Densification Backward Skipping for Efficient 3DGS Training2603.08997v2 · Jingxing Li, Yongjae Lee, Deliang Fan2026 · 0 citationsarXiv
TFL: Targeted Bit-Flip Attack on Large Language Model2602.17837v1 · Jingkai Guo, Chaitali Chakrabarti, Deliang Fan2026 · 0 citationsarXiv
CAMformer: Associative Memory is All You Need2511.19740v1 · Tergel Molom-Ochir, Benjamin F. Morris, Mark Horton et al.2025 · 0 citationsarXiv
GeLoc3r: Enhancing Relative Camera Pose Regression with Geometric Consistency Regularization2509.23038v2 · Jingxing Li, Yongjae Lee, Deliang Fan2025 · 0 citationsarXiv
SBFA: Single Sneaky Bit Flip Attack to Break Large Language Models2509.21843v1 · Jingkai Guo, Chaitali Chakrabarti, Deliang Fan2025 · 0 citationsarXiv
Speedy MASt3R2503.10017v1 · Jingxing Li, Yongjae Lee, Abhay Kumar Yadav et al.2025 · 0 citationsarXiv
Hamming Attention Distillation: Binarizing Keys and Queries for Efficient Long-Context Transformers2502.01770v1 · Mark Horton, Tergel Molom-Ochir, Peter Liu et al.2025 · 0 citationsarXiv
LP-3DGS: Learning to Prune 3D Gaussian Splatting2405.18784v1 · Zhaoliang Zhang, Tianchen Song, Yongjae Lee et al.2024 · 11 citationsarXiv
SafeguardGS: 3D Gaussian Primitive Pruning While Avoiding Catastrophic Scene Destruction2405.17793v2 · Yongjae Lee, Zhaoliang Zhang, Deliang Fan2024 · 1 citationarXiv
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
MF-NeRF: Memory Efficient NeRF with Mixed-Feature Hash Table2304.12587v4 · Yongjae Lee, Li Yang, Deliang Fan2023 · 2 citationsarXiv
Efficient Self-supervised Continual Learning with Progressive Task-correlated Layer Freezing2303.07477v1 · Li Yang, Sen Lin, Fan Zhang et al.2023 · 9 citationsarXiv
Model Extraction Attacks on Split Federated Learning2303.08581v1 · Jingtao Li, Adnan Siraj Rakin, Xing Chen et al.2023 · 6 citationsarXiv
APA-Scan: detection and visualization of 3'-UTR alternative polyadenylation with RNA-seq and 3'-end-seq data.36171568 · Fahmi, Naima Ahmed, Ahmed, Khandakar Tanvir, Chang, Jae-Woong et al.2022 · 21 citationsBMC bioinformatics. 2022;23(Suppl 3):396
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
TRGP: Trust Region Gradient Projection for Continual Learning2202.02931v1 · Sen Lin, Li Yang, Deliang Fan et al.2022 · 43 citationsarXiv
Gradient-based Novelty Detection Boosted by Self-supervised Binary Classification2112.09815v1 · Jingbo Sun, Li Yang, Jiaxin Zhang et al.2021 · 11 citationsarXiv
DeepSteal: Advanced Model Extractions Leveraging Efficient Weight Stealing in Memories2111.04625v1 · Adnan Siraj Rakin, Md Hafizul Islam Chowdhuryy, Fan Yao et al.2021 · 116 citationsarXiv
GROWN: GRow Only When Necessary for Continual Learning2110.00908v1 · Li Yang, Sen Lin, Junshan Zhang et al.2021 · 4 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
Computational Methods to Study Human Transcript Variants in COVID-19 Infected Lung Cancer Cells.34575842 · Sun, Jiao, Fahmi, Naima Ahmed, Nassereddeen, Heba et al.2021 · 7 citationsInternational journal of molecular sciences. 2021;22(18)
NeurObfuscator: A Full-stack Obfuscation Tool to Mitigate Neural Architecture Stealing2107.09789v1 · Jingtao Li, Zhezhi He, Adnan Siraj Rakin et al.2021 · 24 citationsarXiv
AS-Quant: Detection and Visualization of Alternative Splicing Events with RNA-seq Data.33922891 · Fahmi, Naima Ahmed, Nassereddeen, Heba, Chang, Jaewoong et al.2021 · 16 citationsInternational journal of molecular sciences. 2021;22(9)
RA-BNN: Constructing Robust & Accurate Binary Neural Network to Simultaneously Defend Adversarial Bit-Flip Attack and Improve Accuracy2103.13813v1 · Adnan Siraj Rakin, Li Yang, Jingtao Li et al.2021 · 3 citationsarXiv
RADAR: Run-time Adversarial Weight Attack Detection and Accuracy Recovery2101.08254v1 · Jingtao Li, Adnan Siraj Rakin, Zhezhi He et al.2021 · 40 citationsarXiv
:Dynamic Additive Attention Adaption for Memory-EfficientOn-Device Multi-Domain Learning2012.01362v3 · Li Yang, Adnan Siraj Rakin, Deliang Fan2020 · 0 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
Deep-Dup: An Adversarial Weight Duplication Attack Framework to Crush Deep Neural Network in Multi-Tenant FPGA2011.03006v2 · Adnan Siraj Rakin, Yukui Luo, Xiaolin Xu et al.2020 · 32 citationsarXiv
MERAM: Non-Volatile Cache Memory Based on Magneto-Electric FETs2009.06119v1 · Shaahin Angizi, Navid Khoshavi, Andrew Marshall et al.2020 · 1 citationarXiv
KSM: Fast Multiple Task Adaption via Kernel-wise Soft Mask Learning2009.05668v1 · Li Yang, Zhezhi He, Junshan Zhang et al.2020 · 12 citationsarXiv
PANDA: Processing-in-MRAM Accelerated De Bruijn Graph based DNA Assembly2008.06177v1 · Shaahin Angizi, Naima Ahmed Fahmi, Wei Zhang et al.2020 · 0 citationsarXiv
DeepHammer: Depleting the Intelligence of Deep Neural Networks through Targeted Chain of Bit Flips2003.13746v1 · Fan Yao, Adnan Siraj Rakin, Deliang Fan2020 · 107 citationsarXivon Valency
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
Representable Matrices: Enabling High Accuracy Analog Computation for Inference of DNNs using Memristors1911.12352v1 · Baogang Zhang, Necati Uysal, Deliang Fan et al.2019 · 5 citationsarXiv
TBT: Targeted Neural Network Attack with Bit Trojan1909.05193v3 · Adnan Siraj Rakin, Zhezhi He, Deliang Fan2019 · 200 citationsarXiv
Defending Against Adversarial Attacks Using Random Forests1906.06765v1 · Yifan Ding, Liqiang Wang, Huan Zhang et al.2019 · 1 citationarXiv
Robust Sparse Regularization: Simultaneously Optimizing Neural Network Robustness and Compactness1905.13074v1 · Adnan Siraj Rakin, Zhezhi He, Li Yang et al.2019 · 16 citationsarXiv
Processing-In-Memory Acceleration of Convolutional Neural Networks for Energy-Efficiency, and Power-Intermittency Resilience1904.07864v1 · Arman Roohi, Shaahin Angizi, Deliang Fan et al.2019 · 2 citationsarXiv
Accelerating Bulk Bit-Wise X(N)OR Operation in Processing-in-DRAM Platform1904.05782v1 · Shaahin Angizi, Deliang Fan2019 · 6 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
Defend Deep Neural Networks Against Adversarial Examples via Fixed and Dynamic Quantized Activation Functions1807.06714v2 · Adnan Siraj Rakin, Jinfeng Yi, Boqing Gong et al.2018 · 35 citationsarXiv
A Semi-Supervised Two-Stage Approach to Learning from Noisy Labels1802.02679v3 · Yifan Ding, Liqiang Wang, Deliang Fan et al.2018 · 108 citationsIEEE Winter Conf. on Applications of Computer Vision 2018
Career total: 239 works. 61 are in this corpus.Showing the 50 most recent.
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