Yiran Chen
Orcid: 0000-0002-1486-8412Affiliations:
- Duke University, Department of Electrical and Computer Engineering, Durham, NC, USA
- University of Pittsburgh, Department of Electrical and Computer Engineering, Pittsburgh, PA, USA (since 2010)
- Seagate Technologies, Inc., Bloomington, MN, USA (2007 - 2010)
- Synopsys Inc., Mountain View, CA, USA (2005 - 2007)
- Purdue University, West Lafayette, IN, USA (PhD 2005)
According to our database1,
Yiran Chen
authored at least 635 papers
between 2002 and 2025.
Collaborative distances:
Collaborative distances:
Awards
ACM Fellow
ACM Fellow 2020, "For contributions to to nonvolatile memory technologies".
IEEE Fellow
IEEE Fellow 2018, "For contributions to spintronic memory".
Timeline
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
Online presence:
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on acm.org
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on orcid.org
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on ece.duke.edu
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on dl.acm.org
On csauthors.net:
Bibliography
2025
Trans. Recomm. Syst., September, 2025
Voice Evaluation of Reasoning Ability: Diagnosing the Modality-Induced Performance Gap.
CoRR, September, 2025
CoRR, September, 2025
Advancements in Content-Addressable Memory (CAM) Circuits: State-of-the-Art, Applications, and Future Directions in the AI Domain.
IEEE Trans. Circuits Syst. I Regul. Pap., August, 2025
MulPi: A Multi-class and Patient-Independent Epileptic Seizure Classifier With Co-Designed Input-stationary Computing-in-SRAM.
IEEE Trans. Biomed. Circuits Syst., August, 2025
LiveMCP-101: Stress Testing and Diagnosing MCP-enabled Agents on Challenging Queries.
CoRR, August, 2025
CoRR, August, 2025
CoRR, August, 2025
MCP4EDA: LLM-Powered Model Context Protocol RTL-to-GDSII Automation with Backend Aware Synthesis Optimization.
CoRR, July, 2025
CoRR, July, 2025
Nat. Comput. Sci., June, 2025
LaMAGIC2: Advanced Circuit Formulations for Language Model-Based Analog Topology Generation.
CoRR, June, 2025
MoE-GPS: Guidlines for Prediction Strategy for Dynamic Expert Duplication in MoE Load Balancing.
CoRR, June, 2025
Mitigating Non-IID Drift in Zeroth-Order Federated LLM Fine-Tuning with Transferable Sparsity.
CoRR, June, 2025
CoRR, June, 2025
ACM Trans. Design Autom. Electr. Syst., May, 2025
ACM Trans. Embed. Comput. Syst., May, 2025
CoreMatching: A Co-adaptive Sparse Inference Framework with Token and Neuron Pruning for Comprehensive Acceleration of Vision-Language Models.
CoRR, May, 2025
Which Agent Causes Task Failures and When? On Automated Failure Attribution of LLM Multi-Agent Systems.
CoRR, May, 2025
HippoMM: Hippocampal-inspired Multimodal Memory for Long Audiovisual Event Understanding.
CoRR, April, 2025
CoRR, March, 2025
Keyframe-oriented Vision Token Pruning: Enhancing Efficiency of Large Vision Language Models on Long-Form Video Processing.
CoRR, March, 2025
H-CoT: Hijacking the Chain-of-Thought Safety Reasoning Mechanism to Jailbreak Large Reasoning Models, Including OpenAI o1/o3, DeepSeek-R1, and Gemini 2.0 Flash Thinking.
CoRR, February, 2025
A Bayesian Nonparametric Perspective on Mahalanobis Distance for Out of Distribution Detection.
CoRR, February, 2025
CoRR, February, 2025
Hamming Attention Distillation: Binarizing Keys and Queries for Efficient Long-Context Transformers.
CoRR, February, 2025
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., January, 2025
SAFER: Sharpness Aware layer-selective Finetuning for Enhanced Robustness in vision transformers.
CoRR, January, 2025
ARTIST: Improving the Generation of Text-Rich Images with Disentangled Diffusion Models and Large Language Models.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2025
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2025
Delta-NAS: Difference of Architecture Encoding for Predictor-Based Evolutionary Neural Architecture Search.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2025
Proceedings of the International Conference on Neuro-symbolic Systems, 2025
Improving Routability Prediction via NAS Using a Smooth One-Shot Augmented Predictor.
Proceedings of the 26th International Symposium on Quality Electronic Design, 2025
Proceedings of the 2025 International Symposium on Physical Design, 2025
MonoSparse-CAM: Efficient Tree Model Processing via Monotonicity and Sparsity in CAMs.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2025
Effect of Capacitor Mismatch Nonlinearity on Inference Accuracy in Analog Compute-in-Memory Architectures.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2025
Proceedings of the 52nd Annual International Symposium on Computer Architecture, 2025
Phi: Leveraging Pattern-based Hierarchical Sparsity for High-Efficiency Spiking Neural Networks.
Proceedings of the 52nd Annual International Symposium on Computer Architecture, 2025
Ecco: Improving Memory Bandwidth and Capacity for LLMs via Entropy-Aware Cache Compression.
Proceedings of the 52nd Annual International Symposium on Computer Architecture, 2025
Proceedings of the 52nd Annual International Symposium on Computer Architecture, 2025
Proceedings of the Thirteenth International Conference on Learning Representations, 2025
Proactive Privacy Amnesia for Large Language Models: Safeguarding PII with Negligible Impact on Model Utility.
Proceedings of the Thirteenth International Conference on Learning Representations, 2025
Proceedings of the IEEE International Conference on Communications, 2025
Proceedings of the IEEE International Symposium on High Performance Computer Architecture, 2025
Proceedings of the Great Lakes Symposium on VLSI 2025, GLSVLSI 2025, New Orleans, LA, USA, 30 June 2025, 2025
FP-SMR: A Fully Digital Floating-Point Processing-in-SAS-MRAM for Session-based Recommender System.
Proceedings of the Great Lakes Symposium on VLSI 2025, GLSVLSI 2025, New Orleans, LA, USA, 30 June 2025, 2025
qGDP: Quantum Legalization and Detailed Placement for Superconducting Quantum Computers.
Proceedings of the Design, Automation & Test in Europe Conference, 2025
Proceedings of the 62nd ACM/IEEE Design Automation Conference, 2025
PRICING: Privacy-Preserving Circuit Data Sharing Framework for Lithographic Hotspot Detection.
Proceedings of the 30th Asia and South Pacific Design Automation Conference, 2025
Proceedings of the 2025 AAAI Spring Symposium Series, 2025
2024
IEEE Trans. Neural Networks Learn. Syst., September, 2024
Lithography Hotspot Detection Based on Heterogeneous Federated Learning With Local Adaptation and Feature Selection.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., May, 2024
IEEE Trans. Computers, May, 2024
Neuro-Symbolic Computing: Advancements and Challenges in Hardware-Software Co-Design.
IEEE Trans. Circuits Syst. II Express Briefs, March, 2024
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., March, 2024
IEEE Trans. Circuits Syst. II Express Briefs, January, 2024
A memristive all-inclusive hypernetwork for parallel analog deployment of full search space architectures.
Neural Networks, 2024
CoRR, 2024
CoreInfer: Accelerating Large Language Model Inference with Semantics-Inspired Adaptive Sparse Activation.
CoRR, 2024
A Survey: Collaborative Hardware and Software Design in the Era of Large Language Models.
CoRR, 2024
FedProphet: Memory-Efficient Federated Adversarial Training via Theoretic-Robustness and Low-Inconsistency Cascade Learning.
CoRR, 2024
MLLM-FL: Multimodal Large Language Model Assisted Federated Learning on Heterogeneous and Long-tailed Data.
CoRR, 2024
Dataset Distillation from First Principles: Integrating Core Information Extraction and Purposeful Learning.
CoRR, 2024
PatternPaint: Generating Layout Patterns Using Generative AI and Inpainting Techniques.
CoRR, 2024
Criticality Leveraged Adversarial Training (CLAT) for Boosted Performance via Parameter Efficiency.
CoRR, 2024
CoRR, 2024
MonoSparse-CAM: Harnessing Monotonicity and Sparsity for Enhanced Tree Model Processing on CAMs.
CoRR, 2024
Decentralized Multi-Party Multi-Network AI for Global Deployment of 6G Wireless Systems.
CoRR, 2024
Knowledge Graph Tuning: Real-time Large Language Model Personalization based on Human Feedback.
CoRR, 2024
Advancing Real-time Pandemic Forecasting Using Large Language Models: A COVID-19 Case Study.
CoRR, 2024
Efficient, Direct, and Restricted Black-Box Graph Evasion Attacks to Any-Layer Graph Neural Networks via Influence Function.
Proceedings of the 17th ACM International Conference on Web Search and Data Mining, 2024
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024
Proceedings of the 33rd USENIX Security Symposium, 2024
SLED: Self Logits Evolution Decoding for Improving Factuality in Large Language Models.
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024
Reimagining Mutual Information for Enhanced Defense against Data Leakage in Collaborative Inference.
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024
Proceedings of the 30th Annual International Conference on Mobile Computing and Networking, 2024
SiDA: Sparsity-Inspired Data-Aware Serving for Efficient and Scalable Large Mixture-of-Experts Models.
Proceedings of the Seventh Annual Conference on Machine Learning and Systems, 2024
Flip-Flop Centric Incremental Placement for Simultaneous Timing and Clock Network Power Optimization.
Proceedings of the 2024 ACM/IEEE International Symposium on Machine Learning for CAD, 2024
Mitigating Bias of Deep Neural Networks for Trustworthy Traffic Perception in Autonomous Systems.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2024
Cost-effective Vehicle Recognition System in Challenging Environment Empowered by Micro-Pulse LiDAR and Edge AI.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2024
Embracing Privacy, Robustness, and Efficiency with Trustworthy Federated Learning on Edge Devices.
Proceedings of the IEEE Computer Society Annual Symposium on VLSI, 2024
Hybrid Digital/Analog Memristor-based Computing Architecture for Sparse Deep Learning Acceleration.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2024
NDSEARCH: Accelerating Graph-Traversal-Based Approximate Nearest Neighbor Search through Near Data Processing.
Proceedings of the 51st ACM/IEEE Annual International Symposium on Computer Architecture, 2024
Proceedings of the IEEE International Symposium on Workload Characterization, 2024
Proceedings of the Forty-first International Conference on Machine Learning, 2024
Proceedings of the Forty-first International Conference on Machine Learning, 2024
Proceedings of the Second Tiny Papers Track at ICLR 2024, 2024
EDALearn: A Comprehensive RTL-to-Signoff EDA Benchmark for Democratized and Reproducible ML for EDA Research.
Proceedings of the 43rd IEEE/ACM International Conference on Computer-Aided Design, 2024
Proceedings of the IEEE International Conference on Acoustics, 2024
Processing-in-Memory Designs Based on Emerging Technology for Efficient Machine Learning Acceleration.
Proceedings of the Great Lakes Symposium on VLSI 2024, 2024
Unlocking the Potential of Federated Learning: The Symphony of Dataset Distillation via Deep Generative Latents.
Proceedings of the Computer Vision - ECCV 2024, 2024
Improving the Efficiency of In-Memory-Computing Macro with a Hybrid Analog-Digital Computing Mode for Lossless Neural Network Inference.
Proceedings of the 61st ACM/IEEE Design Automation Conference, 2024
Efficient Memory Integration: MRAM-SRAM Hybrid Accelerator for Sparse On-Device Learning.
Proceedings of the 61st ACM/IEEE Design Automation Conference, 2024
ModSRAM: Algorithm-Hardware Co-Design for Large Number Modular Multiplication in SRAM.
Proceedings of the 61st ACM/IEEE Design Automation Conference, 2024
ICGMM: CXL-enabled Memory Expansion with Intelligent Caching Using Gaussian Mixture Model.
Proceedings of the 61st ACM/IEEE Design Automation Conference, 2024
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
Special Session: Neuro-Symbolic Architecture Meets Large Language Models: A Memory-Centric Perspective.
Proceedings of the International Conference on Hardware/Software Codesign and System Synthesis, 2024
Proceedings of the IEEE/ACM Conference on Connected Health: Applications, 2024
A Deep-Learning-Based Multi-modal ECG and PCG Processing Framework for Label Efficient Heart Sound Segmentation.
Proceedings of the IEEE/ACM Conference on Connected Health: Applications, 2024
Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2024
Proceedings of the IEEE International Conference on Big Data, 2024
Proceedings of the IEEE International Conference on Big Data, 2024
PlugVFL: Robust and IP-Protecting Vertical Federated Learning against Unexpected Quitting of Parties.
Proceedings of the IEEE International Conference on Big Data, 2024
Proceedings of the AAAI 2024 Spring Symposium Series, 2024
2023
EMS-i: An Efficient Memory System Design with Specialized Caching Mechanism for Recommendation Inference.
ACM Trans. Embed. Comput. Syst., October, 2023
SpikeSen: Low-Latency In-Sensor-Intelligence Design With Neuromorphic Spiking Neurons.
IEEE Trans. Circuits Syst. II Express Briefs, June, 2023
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., April, 2023
IEEE Trans. Computers, March, 2023
DisP+V: A Unified Framework for Disentangling Prototype and Variation From Single Sample per Person.
IEEE Trans. Neural Networks Learn. Syst., February, 2023
IEEE Trans Autom. Sci. Eng., 2023
In-Storage Acceleration of Graph-Traversal-Based Approximate Nearest Neighbor Search.
CoRR, 2023
EDALearn: A Comprehensive RTL-to-Signoff EDA Benchmark for Democratized and Reproducible ML for EDA Research.
CoRR, 2023
CoRR, 2023
CoRR, 2023
PrivaScissors: Enhance the Privacy of Collaborative Inference through the Lens of Mutual Information.
CoRR, 2023
Robust and IP-Protecting Vertical Federated Learning against Unexpected Quitting of Parties.
CoRR, 2023
CoRR, 2023
Proceedings of the ACM Web Conference 2023, 2023
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023
Mixture Outlier Exposure: Towards Out-of-Distribution Detection in Fine-grained Environments.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023
Interpreting Disparate Privacy-Utility Tradeoff in Adversarial Learning via Attribute Correlation.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023
ReFloat: Low-Cost Floating-Point Processing in ReRAM for Accelerating Iterative Linear Solvers.
Proceedings of the International Conference for High Performance Computing, 2023
Proceedings of the IEEE International Conference on Quantum Computing and Engineering, 2023
Proceedings of the 66th IEEE International Midwest Symposium on Circuits and Systems, 2023
Proceedings of the Twenty-fourth International Symposium on Theory, 2023
Early Identification of Timing Critical RTL Components using ML based Path Delay Prediction.
Proceedings of the 5th ACM/IEEE Workshop on Machine Learning for CAD, 2023
Si-Kintsugi: Towards Recovering Golden-Like Performance of Defective Many-Core Spatial Architectures for AI.
Proceedings of the 56th Annual IEEE/ACM International Symposium on Microarchitecture, 2023
LISSNAS: Locality-based Iterative Search Space Shrinkage for Neural Architecture Search.
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023
Fed-CBS: A Heterogeneity-Aware Client Sampling Mechanism for Federated Learning via Class-Imbalance Reduction.
Proceedings of the International Conference on Machine Learning, 2023
Stable and Causal Inference for Discriminative Self-supervised Deep Visual Representations.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023
Communication-Efficient Vertical Federated Learning with Limited Overlapping Samples.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023
PANDA: Architecture-Level Power Evaluation by Unifying Analytical and Machine Learning Solutions.
Proceedings of the IEEE/ACM International Conference on Computer Aided Design, 2023
Proceedings of the IEEE/ACM International Conference on Computer Aided Design, 2023
Accelerating Sparse Attention with a Reconfigurable Non-volatile Processing-In-Memory Architecture.
Proceedings of the 60th ACM/IEEE Design Automation Conference, 2023
PowerPruning: Selecting Weights and Activations for Power-Efficient Neural Network Acceleration.
Proceedings of the 60th ACM/IEEE Design Automation Conference, 2023
Proceedings of the Conference on Lifelong Learning Agents, 2023
Proceedings of the 28th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2023
Improving the Robustness and Efficiency of PIM-Based Architecture by SW/HW Co-Design.
Proceedings of the 28th Asia and South Pacific Design Automation Conference, 2023
Fully Automated Machine Learning Model Development for Analog Placement Quality Prediction.
Proceedings of the 28th Asia and South Pacific Design Automation Conference, 2023
Proceedings of the 28th Asia and South Pacific Design Automation Conference, 2023
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 2023
2022
A Novel Architecture Design for Output Significance Aligned Flow with Adaptive Control in ReRAM-based Neural Network Accelerator.
ACM Trans. Design Autom. Electr. Syst., 2022
ACM Trans. Design Autom. Electr. Syst., 2022
Toward Efficient and Adaptive Design of Video Detection System with Deep Neural Networks.
ACM Trans. Embed. Comput. Syst., 2022
IEEE Trans. Circuits Syst. II Express Briefs, 2022
IEEE Trans. Circuits Syst. I Regul. Pap., 2022
PIMulator-NN: An Event-Driven, Cross-Level Simulation Framework for Processing-In-Memory-Based Neural Network Accelerators.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022
Space-Time-Efficient Modeling of Large-Scale 3-D Cross-Point Memory Arrays by Operation Adaption and Network Compaction.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022
Guest Editorial: IEEE TC Special Issue On Software, Hardware and Applications for Neuromorphic Computing.
IEEE Trans. Computers, 2022
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022
Frontiers Comput. Neurosci., 2022
More Generalized and Personalized Unsupervised Representation Learning In A Distributed System.
CoRR, 2022
FADE: Enabling Large-Scale Federated Adversarial Training on Resource-Constrained Edge Devices.
CoRR, 2022
Tolerating Noise Effects in Processing-in-Memory Systems for Neural Networks: A Hardware-Software Codesign Perspective.
Adv. Intell. Syst., 2022
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022
FedSEA: A Semi-Asynchronous Federated Learning Framework for Extremely Heterogeneous Devices.
Proceedings of the 20th ACM Conference on Embedded Networked Sensor Systems, 2022
Why do We Need Large Batchsizes in Contrastive Learning? A Gradient-Bias Perspective.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022
A 1.041-Mb/mm<sup>2</sup> 27.38-TOPS/W Signed-INT8 Dynamic-Logic-Based ADC-less SRAM Compute-in-Memory Macro in 28nm with Reconfigurable Bitwise Operation for AI and Embedded Applications.
Proceedings of the IEEE International Solid-State Circuits Conference, 2022
Proceedings of the 23rd International Symposium on Quality Electronic Design, 2022
Proceedings of the IEEE International Symposium on Smart Electronic Systems, 2022
Proceedings of the ISCA '22: The 49th Annual International Symposium on Computer Architecture, New York, New York, USA, June 18, 2022
Proceedings of the 21st ACM/IEEE International Conference on Information Processing in Sensor Networks, 2022
Join-Chain Network: A Logical Reasoning View of the Multi-head Attention in Transformer.
Proceedings of the IEEE International Conference on Data Mining Workshops, 2022
GraphFL: A Federated Learning Framework for Semi-Supervised Node Classification on Graphs.
Proceedings of the IEEE International Conference on Data Mining, 2022
Proceedings of the 41st IEEE/ACM International Conference on Computer-Aided Design, 2022
Proceedings of the 41st IEEE/ACM International Conference on Computer-Aided Design, 2022
Proceedings of the 41st IEEE/ACM International Conference on Computer-Aided Design, 2022
Boosting the sensing granularity of acoustic signals by exploiting hardware non-linearity.
Proceedings of the 21st ACM Workshop on Hot Topics in Networks, 2022
HERO: hessian-enhanced robust optimization for unifying and improving generalization and quantization performance.
Proceedings of the DAC '22: 59th ACM/IEEE Design Automation Conference, San Francisco, California, USA, July 10, 2022
Towards collaborative intelligence: routability estimation based on decentralized private data.
Proceedings of the DAC '22: 59th ACM/IEEE Design Automation Conference, San Francisco, California, USA, July 10, 2022
ASTERS: adaptable threshold spike-timing neuromorphic design with twin-column ReRAM synapses.
Proceedings of the DAC '22: 59th ACM/IEEE Design Automation Conference, San Francisco, California, USA, July 10, 2022
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022
FedCor: Correlation-Based Active Client Selection Strategy for Heterogeneous Federated Learning.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
Proceedings of the 8th IEEE International Conference on Collaboration and Internet Computing, 2022
Proceedings of the International Conference on Automated Machine Learning, 2022
Lithography Hotspot Detection via Heterogeneous Federated Learning with Local Adaptation.
Proceedings of the 27th Asia and South Pacific Design Automation Conference, 2022
Proceedings of the 56th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2022, Pacific Grove, CA, USA, October 31, 2022
2021
IEEE Trans. Syst. Man Cybern. Syst., 2021
IEEE Trans. Syst. Man Cybern. Syst., 2021
Sliding Mode Stabilization of Memristive Neural Networks With Leakage Delays and Control Disturbance.
IEEE Trans. Neural Networks Learn. Syst., 2021
VD-GAN: A Unified Framework for Joint Prototype and Representation Learning From Contaminated Single Sample per Person.
IEEE Trans. Inf. Forensics Secur., 2021
IEEE Trans. Emerg. Top. Comput. Intell., 2021
ACM Trans. Cyber Phys. Syst., 2021
IEEE Trans. Circuits Syst. I Regul. Pap., 2021
Editorial Special Issue for 50th Birthday of Memristor Theory and Application of Neuromorphic Computing Based on Memristor - Part II.
IEEE Trans. Circuits Syst. I Regul. Pap., 2021
Editorial Special Issue for 50th Birthday of Memristor Theory and Application of Neuromorphic Computing Based on Memristor - Part I.
IEEE Trans. Circuits Syst. I Regul. Pap., 2021
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2021
Improving Write Performance on Cross-Point RRAM Arrays by Leveraging Multidimensional Non-Uniformity of Cell Effective Voltage.
IEEE Trans. Computers, 2021
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021
Combining improved genetic algorithm and matrix semi-tensor product (STP) in color image encryption.
Signal Process., 2021
Introduction to the Special Issue on Hardware and Algorithms for Efficient Machine Learning - Part 2.
ACM J. Emerg. Technol. Comput. Syst., 2021
Introduction of Special Issue on Hardware and Algorithms for Efficient Machine Learning-Part 1.
ACM J. Emerg. Technol. Comput. Syst., 2021
An efficient approach for encrypting double color images into a visually meaningful cipher image using 2D compressive sensing.
Inf. Sci., 2021
Efficient neural network using pointwise convolution kernels with linear phase constraint.
Neurocomputing, 2021
CoRR, 2021
FedGP: Correlation-Based Active Client Selection for Heterogeneous Federated Learning.
CoRR, 2021
Explainability Metrics of Deep Convolutional Networks for Photoplethysmography Quality Assessment.
IEEE Access, 2021
FedMask: Joint Computation and Communication-Efficient Personalized Federated Learning via Heterogeneous Masking.
Proceedings of the SenSys '21: The 19th ACM Conference on Embedded Networked Sensor Systems, Coimbra, Portugal, November 15, 2021
FL-WBC: Enhancing Robustness against Model Poisoning Attacks in Federated Learning from a Client Perspective.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Proceedings of the ACM MobiCom '21: The 27th Annual International Conference on Mobile Computing and Networking, 2021
APOLLO: An Automated Power Modeling Framework for Runtime Power Introspection in High-Volume Commercial Microprocessors.
Proceedings of the MICRO '21: 54th Annual IEEE/ACM International Symposium on Microarchitecture, 2021
ESCALATE: Boosting the Efficiency of Sparse CNN Accelerator with Kernel Decomposition.
Proceedings of the MICRO '21: 54th Annual IEEE/ACM International Symposium on Microarchitecture, 2021
Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021
Privacy-Preserving Representation Learning on Graphs: A Mutual Information Perspective.
Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021
DeepObfuscator: Obfuscating Intermediate Representations with Privacy-Preserving Adversarial Learning on Smartphones.
Proceedings of the IoTDI '21: International Conference on Internet-of-Things Design and Implementation, 2021
Defending against GAN-based DeepFake Attacks via Transformation-aware Adversarial Faces.
Proceedings of the International Joint Conference on Neural Networks, 2021
LotteryFL: Empower Edge Intelligence with Personalized and Communication-Efficient Federated Learning.
Proceedings of the 6th IEEE/ACM Symposium on Edge Computing, 2021
Proceedings of the 38th International Conference on Machine Learning, 2021
Proceedings of the 2021 IEEE International Conference on Multimedia and Expo, 2021
Proceedings of the 9th International Conference on Learning Representations, 2021
Can Targeted Adversarial Examples Transfer When the Source and Target Models Have No Label Space Overlap?
Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021
Proceedings of the IEEE/ACM International Conference On Computer Aided Design, 2021
Rerec: In-ReRAM Acceleration with Access-Aware Mapping for Personalized Recommendation.
Proceedings of the IEEE/ACM International Conference On Computer Aided Design, 2021
Proceedings of the IEEE/ACM International Conference On Computer Aided Design, 2021
Proceedings of the IEEE/ACM International Conference On Computer Aided Design, 2021
Reinforcement Learning-based Black-Box Evasion Attacks to Link Prediction in Dynamic Graphs.
Proceedings of the 2021 IEEE 23rd Int Conf on High Performance Computing & Communications; 7th Int Conf on Data Science & Systems; 19th Int Conf on Smart City; 7th Int Conf on Dependability in Sensor, 2021
Hermes: Decentralized Dynamic Spectrum Access System for Massive Devices Deployment in 5G.
Proceedings of the EWSN '21: Proceedings of the 2021 International Conference on Embedded Wireless Systems and Networks, 2021
Marvel: A Vertical Resistive Accelerator for Low-Power Deep Learning Inference in Monolithic 3D.
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2021
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2021
Soteria: Provable Defense Against Privacy Leakage in Federated Learning From Representation Perspective.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021
Proceedings of the Third IEEE International Conference on Cognitive Machine Intelligence, 2021
Net2: A Graph Attention Network Method Customized for Pre-Placement Net Length Estimation.
Proceedings of the ASPDAC '21: 26th Asia and South Pacific Design Automation Conference, 2021
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
2020
Proceedings of the Federated Learning - Privacy and Incentive, 2020
IEEE Trans. Netw. Sci. Eng., 2020
Projective Synchroniztion of Neural Networks via Continuous/Periodic Event-Based Sampling Algorithms.
IEEE Trans. Netw. Sci. Eng., 2020
ACM Trans. Cyber Phys. Syst., 2020
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2020
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2020
FCDM: A Methodology Based on Sensor Pattern Noise Fingerprinting for Fast Confidence Detection to Adversarial Attacks.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2020
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2020
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2020
Hiding cipher-images generated by 2-D compressive sensing with a multi-embedding strategy.
Signal Process., 2020
Color image compression and encryption scheme based on compressive sensing and double random encryption strategy.
Signal Process., 2020
Training memristor-based multilayer neuromorphic networks with SGD, momentum and adaptive learning rates.
Neural Networks, 2020
Sliding mode control of neural networks via continuous or periodic sampling event-triggering algorithm.
Neural Networks, 2020
Designing pulse-coupled neural networks with spike-synchronization-dependent plasticity rule: image segmentation and memristor circuit application.
Neural Comput. Appl., 2020
An effective image compression-encryption scheme based on compressive sensing (CS) and game of life (GOL).
Neural Comput. Appl., 2020
Neural Comput. Appl., 2020
An efficient chaos-based image compression and encryption scheme using block compressive sensing and elementary cellular automata.
Neural Comput. Appl., 2020
Event-triggered distributed control for synchronization of multiple memristive neural networks under cyber-physical attacks.
Inf. Sci., 2020
Neurocomputing, 2020
Quantized synchronization of memristive neural networks with time-varying delays via super-twisting algorithm.
Neurocomputing, 2020
INOR - An Intelligent noise reduction method to defend against adversarial audio examples.
Neurocomputing, 2020
Provable Defense against Privacy Leakage in Federated Learning from Representation Perspective.
CoRR, 2020
GraphFL: A Federated Learning Framework for Semi-Supervised Node Classification on Graphs.
CoRR, 2020
CoRR, 2020
Towards Latency-aware DNN Optimization with GPU Runtime Analysis and Tail Effect Elimination.
CoRR, 2020
Reinforcement Learning-based Black-Box Evasion Attacks to Link Prediction in Dynamic Graphs.
CoRR, 2020
LotteryFL: Personalized and Communication-Efficient Federated Learning with Lottery Ticket Hypothesis on Non-IID Datasets.
CoRR, 2020
TIPRDC: Task-Independent Privacy-Respecting Data Crowdsourcing Framework with Anonymized Intermediate Representations.
CoRR, 2020
CCF Trans. High Perform. Comput., 2020
Perturbing Across the Feature Hierarchy to Improve Standard and Strict Blackbox Attack Transferability.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
MVStylizer: an efficient edge-assisted video photorealistic style transfer system for mobile phones.
Proceedings of the Mobihoc '20: The Twenty-first ACM International Symposium on Theory, 2020
Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020
TIPRDC: Task-Independent Privacy-Respecting Data Crowdsourcing Framework for Deep Learning with Anonymized Intermediate Representations.
Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020
GaaS-X: Graph Analytics Accelerator Supporting Sparse Data Representation using Crossbar Architectures.
Proceedings of the 47th ACM/IEEE Annual International Symposium on Computer Architecture, 2020
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020
Proceedings of the 37th International Conference on Machine Learning, 2020
Proceedings of the 8th International Conference on Learning Representations, 2020
MobiLattice: A Depth-wise DCNN Accelerator with Hybrid Digital/Analog Nonvolatile Processing-In-Memory Block.
Proceedings of the IEEE/ACM International Conference On Computer Aided Design, 2020
ReTransformer: ReRAM-based Processing-in-Memory Architecture for Transformer Acceleration.
Proceedings of the IEEE/ACM International Conference On Computer Aided Design, 2020
Proceedings of the IEEE/ACM International Conference On Computer Aided Design, 2020
Proceedings of the IEEE/ACM International Conference On Computer Aided Design, 2020
Proceedings of the IEEE/ACM International Conference On Computer Aided Design, 2020
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
Proceedings of the IEEE International Symposium on High Performance Computer Architecture, 2020
Proceedings of the Computer Vision - ECCV 2020, 2020
Proceedings of the Computer Vision - ECCV 2020, 2020
Proceedings of the 2020 Design, Automation & Test in Europe Conference & Exhibition, 2020
Lattice: An ADC/DAC-less ReRAM-based Processing-In-Memory Architecture for Accelerating Deep Convolution Neural Networks.
Proceedings of the 57th ACM/IEEE Design Automation Conference, 2020
SparseTrain: Exploiting Dataflow Sparsity for Efficient Convolutional Neural Networks Training.
Proceedings of the 57th ACM/IEEE Design Automation Conference, 2020
Learning Low-rank Deep Neural Networks via Singular Vector Orthogonality Regularization and Singular Value Sparsification.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020
Proceedings of the 19th International Conference on Autonomous Agents and Multiagent Systems, 2020
Enhancing Generalization of Wafer Defect Detection by Data Discrepancy-aware Preprocessing and Contrast-varied Augmentation.
Proceedings of the 25th Asia and South Pacific Design Automation Conference, 2020
PowerNet: Transferable Dynamic IR Drop Estimation via Maximum Convolutional Neural Network.
Proceedings of the 25th Asia and South Pacific Design Automation Conference, 2020
FIST: A Feature-Importance Sampling and Tree-Based Method for Automatic Design Flow Parameter Tuning.
Proceedings of the 25th Asia and South Pacific Design Automation Conference, 2020
Proceedings of the 25th Asia and South Pacific Design Automation Conference, 2020
PARC: A Processing-in-CAM Architecture for Genomic Long Read Pairwise Alignment using ReRAM.
Proceedings of the 25th Asia and South Pacific Design Automation Conference, 2020
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
2019
Exploiting Spin-Orbit Torque Devices As Reconfigurable Logic for Circuit Obfuscation.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2019
RC-NVM: Dual-Addressing Non-Volatile Memory Architecture Supporting Both Row and Column Memory Accesses.
IEEE Trans. Computers, 2019
Signal Process., 2019
Neural Comput. Appl., 2019
A novel image encryption scheme based on DNA sequence operations and chaotic systems.
Neural Comput. Appl., 2019
IEEE Micro, 2019
ACM J. Emerg. Technol. Comput. Syst., 2019
IPSJ Trans. Syst. LSI Des. Methodol., 2019
IEEE J. Emerg. Sel. Topics Circuits Syst., 2019
Conditional Transferring Features: Scaling GANs to Thousands of Classes with 30% Less High-quality Data for Training.
CoRR, 2019
Towards Efficient and Secure Delivery of Data for Deep Learning with Privacy-Preserving.
CoRR, 2019
DeepObfuscator: Adversarial Training Framework for Privacy-Preserving Image Classification.
CoRR, 2019
SwiftNet: Using Graph Propagation as Meta-knowledge to Search Highly Representative Neural Architectures.
CoRR, 2019
Low Power Inference for On-Device Visual Recognition with a Quantization-Friendly Solution.
CoRR, 2019
ReBNN: in-situ acceleration of binarized neural networks in ReRAM using complementary resistive cell.
CCF Trans. High Perform. Comput., 2019
Resistive Memory-Based In-Memory Computing: From Device and Large-Scale Integration System Perspectives.
Adv. Intell. Syst., 2019
Markov Chain Based Efficient Defense Against Adversarial Examples in Computer Vision.
IEEE Access, 2019
Efficiently Learning a Robust Self-Driving Model with Neuron Coverage Aware Adaptive Filter Reuse.
Proceedings of the 2019 IEEE International Workshop on Signal Processing Systems, 2019
Proceedings of the Fifth Workshop on Energy Efficient Machine Learning and Cognitive Computing, 2019
Proceedings of the IEEE International Test Conference, 2019
Enhance the Robustness to Time Dependent Variability of ReRAM-Based Neuromorphic Computing Systems with Regularization and 2R Synapse.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2019
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019
Proceedings of the International Conference on Computer-Aided Design, 2019
Proceedings of the IEEE International Conference on Acoustics, 2019
Proceedings of the 25th IEEE International Symposium on High Performance Computer Architecture, 2019
Fast Confidence Detection: One Hot Way to Detect Adversarial Attacks via Sensor Pattern Noise Fingerprinting.
Proceedings of the 2019 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays, 2019
An efficient mobile-edge collaborative system for video photorealistic style transfer.
Proceedings of the 4th ACM/IEEE Symposium on Edge Computing, 2019
An efficient edge-assisted mobile system for video photorealistic style transfer: poster abstract.
Proceedings of the 4th ACM/IEEE Symposium on Edge Computing, 2019
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2019
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2019
Proceedings of the 56th Annual Design Automation Conference 2019, 2019
MobiEye: An Efficient Cloud-based Video Detection System for Real-time Mobile Applications.
Proceedings of the 56th Annual Design Automation Conference 2019, 2019
Proceedings of the 56th Annual Design Automation Conference 2019, 2019
ZARA: A Novel Zero-free Dataflow Accelerator for Generative Adversarial Networks in 3D ReRAM.
Proceedings of the 56th Annual Design Automation Conference 2019, 2019
Proceedings of the 56th Annual Design Automation Conference 2019, 2019
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019
Proceedings of the Cloud Computing - CLOUD 2019, 2019
Proceedings of the 24th Asia and South Pacific Design Automation Conference, 2019
AdverQuil: an efficient adversarial detection and alleviation technique for black-box neuromorphic computing systems.
Proceedings of the 24th Asia and South Pacific Design Automation Conference, 2019
Proceedings of the IEEE International Conference on Artificial Intelligence Circuits and Systems, 2019
Proceedings of the IEEE International Conference on Artificial Intelligence Circuits and Systems, 2019
Bamboo: Ball-Shape Data Augmentation Against Adversarial Attacks from All Directions.
Proceedings of the Workshop on Artificial Intelligence Safety 2019 co-located with the Thirty-Third AAAI Conference on Artificial Intelligence 2019 (AAAI-19), 2019
Proceedings of the Workshop on Artificial Intelligence Safety 2019 co-located with the Thirty-Third AAAI Conference on Artificial Intelligence 2019 (AAAI-19), 2019
Proceedings of the Handbook of Memristor Networks., 2019
2018
Improving Write Performance and Extending Endurance of Object-Based NAND Flash Devices.
ACM Trans. Embed. Comput. Syst., 2018
TriZone: A Design of MLC STT-RAM Cache for Combined Performance, Energy, and Reliability Optimizations.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2018
Signal Process., 2018
J. Circuits Syst. Comput., 2018
Integr., 2018
Int. J. Bifurc. Chaos, 2018
IEEE Des. Test, 2018
Towards Leveraging the Information of Gradients in Optimization-based Adversarial Attack.
CoRR, 2018
CoRR, 2018
LEASGD: an Efficient and Privacy-Preserving Decentralized Algorithm for Distributed Learning.
CoRR, 2018
CoRR, 2018
SmoothOut: Smoothing Out Sharp Minima for Generalization in Large-Batch Deep Learning.
CoRR, 2018
Sci. China Inf. Sci., 2018
Proceedings of the 36th IEEE VLSI Test Symposium, 2018
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018
Proceedings of the 2018 IEEE Computer Society Annual Symposium on VLSI, 2018
Proceedings of the IEEE International Symposium on Circuits and Systems, 2018
Pulse-Width Modulation based Dot-Product Engine for Neuromorphic Computing System using Memristor Crossbar Array.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2018
Proceedings of the 6th International Conference on Learning Representations, 2018
RouteNet: routability prediction for mixed-size designs using convolutional neural network.
Proceedings of the International Conference on Computer-Aided Design, 2018
SPN dash: fast detection of adversarial attacks on mobile via sensor pattern noise fingerprinting.
Proceedings of the International Conference on Computer-Aided Design, 2018
Proceedings of the IEEE International Symposium on High Performance Computer Architecture, 2018
Proceedings of the IEEE International Symposium on High Performance Computer Architecture, 2018
A Scalable Pipelined Dataflow Accelerator for Object Region Proposals on FPGA Platform.
Proceedings of the International Conference on Field-Programmable Technology, 2018
Real-Time Cardiac Arrhythmia Classification Using Memristor Neuromorphic Computing System.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
Exploring the opportunity of implementing neuromorphic computing systems with spintronic devices.
Proceedings of the 2018 Design, Automation & Test in Europe Conference & Exhibition, 2018
Proceedings of the 2018 Design, Automation & Test in Europe Conference & Exhibition, 2018
Proceedings of the 2018 Design, Automation & Test in Europe Conference & Exhibition, 2018
Three years of low-power image recognition challenge: Introduction to special session.
Proceedings of the 2018 Design, Automation & Test in Europe Conference & Exhibition, 2018
PANEL: Open panel and discussion on tackling complexity, reproducibility and tech transfer challenges in a rapidly evolving AI/ML/systems research.
Proceedings of the 1st on Reproducible Quality-Efficient Systems Tournament on Co-designing Pareto-efficient Deep Learning, 2018
Proceedings of the 1st on Reproducible Quality-Efficient Systems Tournament on Co-designing Pareto-efficient Deep Learning, 2018
Neu-NoC: A high-efficient interconnection network for accelerated neuromorphic systems.
Proceedings of the 23rd Asia and South Pacific Design Automation Conference, 2018
Proceedings of the 23rd Asia and South Pacific Design Automation Conference, 2018
Proceedings of the 23rd Asia and South Pacific Design Automation Conference, 2018
Modeling of biaxial magnetic tunneling junction for multi-level cell STT-RAM realization.
Proceedings of the 23rd Asia and South Pacific Design Automation Conference, 2018
Proceedings of the 23rd Asia and South Pacific Design Automation Conference, 2018
Proceedings of the 23rd Asia and South Pacific Design Automation Conference, 2018
2017
IEEE Trans. Very Large Scale Integr. Syst., 2017
ACM Trans. Embed. Comput. Syst., 2017
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2017
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2017
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2017
IEEE Trans. Computers, 2017
IEEE Trans. Computers, 2017
An image encryption algorithm based on the memristive hyperchaotic system, cellular automata and DNA sequence operations.
Signal Process. Image Commun., 2017
Signal Process., 2017
Neurocomputing, 2017
IEEE Des. Test, 2017
CoRR, 2017
Looking Ahead for Resistive Memory Technology: A broad perspective on ReRAM technology for future storage and computing.
IEEE Consumer Electron. Mag., 2017
MobiCore: An adaptive hybrid approach for power-efficient CPU management on Android devices.
Proceedings of the 30th IEEE International System-on-Chip Conference, 2017
A quantization-aware regularized learning method in multilevel memristor-based neuromorphic computing system.
Proceedings of the IEEE 6th Non-Volatile Memory Systems and Applications Symposium, 2017
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017
A lightweight progress maximization scheduler for non-volatile processor under unstable energy harvesting.
Proceedings of the 18th ACM SIGPLAN/SIGBED Conference on Languages, 2017
Hardware implementation of echo state networks using memristor double crossbar arrays.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017
Proceedings of the IECON 2017 - 43rd Annual Conference of the IEEE Industrial Electronics Society, Beijing, China, October 29, 2017
Proceedings of the 5th International Conference on Learning Representations, 2017
Proceedings of the IEEE International Conference on Computer Vision, 2017
A closed-loop design to enhance weight stability of memristor based neural network chips.
Proceedings of the 2017 IEEE/ACM International Conference on Computer-Aided Design, 2017
VoCaM: Visualization oriented convolutional neural network acceleration on mobile system: Invited paper.
Proceedings of the 2017 IEEE/ACM International Conference on Computer-Aided Design, 2017
MeDNN: A distributed mobile system with enhanced partition and deployment for large-scale DNNs.
Proceedings of the 2017 IEEE/ACM International Conference on Computer-Aided Design, 2017
Proceedings of the 2017 IEEE/ACM International Conference on Computer-Aided Design, 2017
Proceedings of the 2017 IEEE International Symposium on High Performance Computer Architecture, 2017
Proceedings of the 19th IEEE International Conference on e-Health Networking, 2017
Proceedings of the 25th IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2017
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2017
Hybrid spiking-based multi-layered self-learning neuromorphic system based on memristor crossbar arrays.
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2017
Understanding the design of IBM neurosynaptic system and its tradeoffs: A user perspective.
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2017
Accelerator-friendly neural-network training: Learning variations and defects in RRAM crossbar.
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2017
A Compact DNN: Approaching GoogLeNet-Level Accuracy of Classification and Domain Adaptation.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017
Proceedings of the 22nd Asia and South Pacific Design Automation Conference, 2017
Extending the lifetime of object-based NAND flash device with STT-RAM/DRAM hybrid buffer.
Proceedings of the 22nd Asia and South Pacific Design Automation Conference, 2017
2016
Harmonica: A Framework of Heterogeneous Computing Systems With Memristor-Based Neuromorphic Computing Accelerators.
IEEE Trans. Circuits Syst. I Regul. Pap., 2016
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2016
A Time, Energy, and Area Efficient Domain Wall Memory-Based SPM for Embedded Systems.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2016
Neurocomputing, 2016
IET Cyper-Phys. Syst.: Theory & Appl., 2016
IEEE J. Emerg. Sel. Topics Circuits Syst., 2016
Proceedings of the 29th IEEE International System-on-Chip Conference, 2016
Proceedings of the 18th System Level Interconnect Prediction Workshop, 2016
Proceedings of the 2016 International Symposium on Rapid System Prototyping, 2016
Proceedings of the 5th Non-Volatile Memory Systems and Applications Symposium, 2016
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016
Exploring the optimal learning technique for IBM TrueNorth platform to overcome quantization loss.
Proceedings of the IEEE/ACM International Symposium on Nanoscale Architectures, 2016
Design and Implementation of a 4Kb STT-MRAM with Innovative 200nm Nano-ring Shaped MTJ.
Proceedings of the 2016 International Symposium on Low Power Electronics and Design, 2016
Proceedings of the IEEE International Symposium on Circuits and Systems, 2016
Proceedings of the IEEE International Symposium on Circuits and Systems, 2016
Proceedings of the IEEE International Symposium on Circuits and Systems, 2016
Cyclical sensing integrate-and-fire circuit for memristor array based neuromorphic computing.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2016
Proceedings of the IEEE International Symposium on Circuits and Systems, 2016
Proceedings of the IEEE International Symposium on Circuits and Systems, 2016
Proceedings of the IEEE International Conference on Rebooting Computing, 2016
Proceedings of the 34th IEEE International Conference on Computer Design, 2016
Security challenges in smart surveillance systems and the solutions based on emerging nano-devices.
Proceedings of the 35th International Conference on Computer-Aided Design, 2016
Security of neuromorphic computing: thwarting learning attacks using memristor's obsolescence effect.
Proceedings of the 35th International Conference on Computer-Aided Design, 2016
Scope - quality retaining display rendering workload scaling based on user-smartphone distance.
Proceedings of the 35th International Conference on Computer-Aided Design, 2016
A data locality-aware design framework for reconfigurable sparse matrix-vector multiplication kernel.
Proceedings of the 35th International Conference on Computer-Aided Design, 2016
Proceedings of the Seventh International Green and Sustainable Computing Conference, 2016
Proceedings of the 26th edition on Great Lakes Symposium on VLSI, 2016
Proceedings of the 14th ACM/IEEE Symposium on Embedded Systems for Real-Time Multimedia, 2016
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
A holistic tri-region MLC STT-RAM design with combined performance, energy, and reliability optimizations.
Proceedings of the 2016 Design, Automation & Test in Europe Conference & Exhibition, 2016
Sliding Basket: An adaptive ECC scheme for runtime write failure suppression of STT-RAM cache.
Proceedings of the 2016 Design, Automation & Test in Europe Conference & Exhibition, 2016
A new learning method for inference accuracy, core occupation, and performance co-optimization on TrueNorth chip.
Proceedings of the 53rd Annual Design Automation Conference, 2016
Proceedings of the 53rd Annual Design Automation Conference, 2016
Proceedings of the 53rd Annual Design Automation Conference, 2016
MORPh: mobile OLED-friendly recording and playback system for low power video streaming.
Proceedings of the 53rd Annual Design Automation Conference, 2016
Proceedings of the 53rd Annual Design Automation Conference, 2016
Proceedings of the Eleventh IEEE/ACM/IFIP International Conference on Hardware/Software Codesign and System Synthesis, 2016
Proceedings of the 21st Asia and South Pacific Design Automation Conference, 2016
Proceedings of the 21st Asia and South Pacific Design Automation Conference, 2016
SlowMo - enhancing mobile gesture-based authentication schemes via sampling rate optimization.
Proceedings of the 21st Asia and South Pacific Design Automation Conference, 2016
Proceedings of the 21st Asia and South Pacific Design Automation Conference, 2016
2015
IEEE Trans. Very Large Scale Integr. Syst., 2015
Guest Editorial for Special Issue on Emerging Memory Technologies - Modeling, Design, and Applications for Multi-Scale Computing.
IEEE Trans. Multi Scale Comput. Syst., 2015
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2015
Neural Process. Lett., 2015
Neural Networks, 2015
Proceedings of the 15th Non-Volatile Memory Technology Symposium, 2015
Proceedings of the 48th International Symposium on Microarchitecture, 2015
Proceedings of the Advances in Neural Networks - ISNN 2015, 2015
Proceedings of the 2015 IEEE International Symposium on Circuits and Systems, 2015
Proceedings of the 2015 IEEE International Symposium on Circuits and Systems, 2015
Proceedings of the 25th edition on Great Lakes Symposium on VLSI, GLVLSI 2015, Pittsburgh, PA, USA, May 20, 2015
Proceedings of the 2015 Design, Automation & Test in Europe Conference & Exhibition, 2015
Proceedings of the 2015 Design, Automation & Test in Europe Conference & Exhibition, 2015
Proceedings of the 52nd Annual Design Automation Conference, 2015
VWS: a versatile warp scheduler for exploring diverse cache localities of GPGPU applications.
Proceedings of the 52nd Annual Design Automation Conference, 2015
Proceedings of the 52nd Annual Design Automation Conference, 2015
Cloning your mind: security challenges in cognitive system designs and their solutions.
Proceedings of the 52nd Annual Design Automation Conference, 2015
Proceedings of the 52nd Annual Design Automation Conference, 2015
Proceedings of the 52nd Annual Design Automation Conference, 2015
Proceedings of the 52nd Annual Design Automation Conference, 2015
Area and performance co-optimization for domain wall memory in application-specific embedded systems.
Proceedings of the 52nd Annual Design Automation Conference, 2015
DaTuM: dynamic tone mapping technique for OLED display power saving based on video classification.
Proceedings of the 52nd Annual Design Automation Conference, 2015
Proceedings of the 2015 IEEE Symposium on Computational Intelligence for Security and Defense Applications, 2015
Checkpoint-aware instruction scheduling for nonvolatile processor with multiple functional units.
Proceedings of the 20th Asia and South Pacific Design Automation Conference, 2015
Proceedings of the 20th Asia and South Pacific Design Automation Conference, 2015
Proceedings of the 2015 IEEE 11th International Conference on ASIC, 2015
2014
User Classification and Authentication for Mobile Device Based on Gesture Recognition.
Proceedings of the Network Science and Cybersecurity, 2014
IEEE Trans. Neural Networks Learn. Syst., 2014
PS3-RAM: A Fast Portable and Scalable Statistical STT-RAM Reliability/Energy Analysis Method.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2014
Proceedings of the IEEE Non-Volatile Memory Systems and Applications Symposium, 2014
Memristive Radial Basis Function Neural Network for Parameters Adjustment of PID Controller.
Proceedings of the Advances in Neural Networks - ISNN 2014, 2014
Proceedings of the International Symposium on Low Power Electronics and Design, 2014
Proceedings of the 2014 International Symposium on Integrated Circuits (ISIC), 2014
Bio-inspired computing with resistive memories - models, architectures and applications.
Proceedings of the IEEE International Symposium on Circuits and Systemss, 2014
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014
Reduction of data prevention cost and improvement of reliability in MLC NAND flash storage system.
Proceedings of the International Conference on Computing, Networking and Communications, 2014
Reduction and IR-drop compensations techniques for reliable neuromorphic computing systems.
Proceedings of the IEEE/ACM International Conference on Computer-Aided Design, 2014
Proceedings of the IEEE High Performance Extreme Computing Conference, 2014
Mobile GPU Power Consumption Reduction via Dynamic Resolution and Frame Rate Scaling.
Proceedings of the 6th Workshop on Power-Aware Computing and Systems, 2014
Proceedings of the 6th Workshop on Power-Aware Computing and Systems, 2014
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2014
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2014
Proceedings of the 51st Annual Design Automation Conference 2014, 2014
Proceedings of the 51st Annual Design Automation Conference 2014, 2014
Exploration of GPGPU Register File Architecture Using Domain-wall-shift-write based Racetrack Memory.
Proceedings of the 51st Annual Design Automation Conference 2014, 2014
Proceedings of the 51st Annual Design Automation Conference 2014, 2014
Proceedings of the 51st Annual Design Automation Conference 2014, 2014
3M-PCM: Exploiting multiple write modes MLC phase change main memory in embedded systems.
Proceedings of the 2014 International Conference on Hardware/Software Codesign and System Synthesis, 2014
Proceedings of the 19th Asia and South Pacific Design Automation Conference, 2014
STD-TLB: A STT-RAM-based dynamically-configurable translation lookaside buffer for GPU architectures.
Proceedings of the 19th Asia and South Pacific Design Automation Conference, 2014
Training itself: Mixed-signal training acceleration for memristor-based neural network.
Proceedings of the 19th Asia and South Pacific Design Automation Conference, 2014
The stochastic modeling of TiO2 memristor and its usage in neuromorphic system design.
Proceedings of the 19th Asia and South Pacific Design Automation Conference, 2014
DPA: A data pattern aware error prevention technique for NAND flash lifetime extension.
Proceedings of the 19th Asia and South Pacific Design Automation Conference, 2014
2013
Common-source-line array: An area efficient memory architecture for bipolar nonvolatile devices.
ACM Trans. Design Autom. Electr. Syst., 2013
Low-energy volatile STT-RAM cache design using cache-coherence-enabled adaptive refresh.
ACM Trans. Design Autom. Electr. Syst., 2013
ACM Trans. Archit. Code Optim., 2013
Online OLED dynamic voltage scaling for video streaming applications on mobile devices.
SIGBED Rev., 2013
Reliability-aware energy minimization for real-time embedded systems with window-constraints.
SIGBED Rev., 2013
Global exponential synchronization of memristor-based recurrent neural networks with time-varying delays.
Neural Networks, 2013
Passivity analysis of memristor-based recurrent neural networks with time-varying delays.
J. Frankl. Inst., 2013
On-chip caches built on multilevel spin-transfer torque RAM cells and its optimizations.
ACM J. Emerg. Technol. Comput. Syst., 2013
Proceedings of the 14th Workshop on Mobile Computing Systems and Applications, 2013
Proceedings of the International Symposium on Low Power Electronics and Design (ISLPED), 2013
Proceedings of the 2013 IEEE International Symposium on Circuits and Systems (ISCAS2013), 2013
ADAMS: asymmetric differential STT-RAM cell structure for reliable and high-performance applications.
Proceedings of the IEEE/ACM International Conference on Computer-Aided Design, 2013
CD-ECC: content-dependent error correction codes for combating asymmetric nonvolatile memory operation errors.
Proceedings of the IEEE/ACM International Conference on Computer-Aided Design, 2013
Proceedings of the IEEE/ACM International Conference on Computer-Aided Design, 2013
Coordinating prefetching and STT-RAM based last-level cache management for multicore systems.
Proceedings of the Great Lakes Symposium on VLSI 2013 (part of ECRC), 2013
Proceedings of the Design, Automation and Test in Europe, 2013
Low cost power failure protection for MLC NAND flash storage systems with PRAM/DRAM hybrid buffer.
Proceedings of the Design, Automation and Test in Europe, 2013
Proceedings of the Design, Automation and Test in Europe, 2013
Digital-assisted noise-eliminating training for memristor crossbar-based analog neuromorphic computing engine.
Proceedings of the 50th Annual Design Automation Conference 2013, 2013
Online OLED dynamic voltage scaling for video streaming applications on mobile devices.
Proceedings of the International Conference on Hardware/Software Codesign and System Synthesis, 2013
Proceedings of the International Conference on Hardware/Software Codesign and System Synthesis, 2013
Proceedings of the 2013 IEEE Symposium on Computational Intelligence for Security and Defense Applications, 2013
Proceedings of the 18th Asia and South Pacific Design Automation Conference, 2013
Proceedings of the 18th Asia and South Pacific Design Automation Conference, 2013
Proceedings of the 18th Asia and South Pacific Design Automation Conference, 2013
2012
Proceedings of the Handbook of Energy-Aware and Green Computing - Two Volume Set., 2012
Voltage Driven Nondestructive Self-Reference Sensing Scheme of Spin-Transfer Torque Memory.
IEEE Trans. Very Large Scale Integr. Syst., 2012
A 130 nm 1.2 V/3.3 V 16 Kb Spin-Transfer Torque Random Access Memory With Nondestructive Self-Reference Sensing Scheme.
IEEE J. Solid State Circuits, 2012
ACM J. Emerg. Technol. Comput. Syst., 2012
IEEE Embed. Syst. Lett., 2012
Proceedings of the IEEE 25th International SOC Conference, 2012
Proceedings of the IEEE Computer Society Annual Symposium on VLSI, 2012
Proceedings of the International Symposium on Low Power Electronics and Design, 2012
Proceedings of the International Symposium on Low Power Electronics and Design, 2012
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012
The Circuit Realization of a Neuromorphic Computing System with Memristor-Based Synapse Design.
Proceedings of the Neural Information Processing - 19th International Conference, 2012
Proceedings of the 2012 IEEE/ACM International Conference on Computer-Aided Design, 2012
A thermal and process variation aware MTJ switching model and its applications in soft error analysis.
Proceedings of the 2012 IEEE/ACM International Conference on Computer-Aided Design, 2012
Active compensation technique for the thin-film transistor variations and OLED aging of mobile device displays.
Proceedings of the 2012 IEEE/ACM International Conference on Computer-Aided Design, 2012
Mobile devices user - The subscriber and also the publisher of real-time OLED display power management plan.
Proceedings of the 2012 IEEE/ACM International Conference on Computer-Aided Design, 2012
Proceedings of the 2012 Design, Automation & Test in Europe Conference & Exhibition, 2012
Proceedings of the 2012 Design, Automation & Test in Europe Conference & Exhibition, 2012
Proceedings of the 2012 Design, Automation & Test in Europe Conference & Exhibition, 2012
PS3-RAM: a fast portable and scalable statistical STT-RAM reliability analysis method.
Proceedings of the 49th Annual Design Automation Conference 2012, 2012
Proceedings of the 49th Annual Design Automation Conference 2012, 2012
Quality-retaining OLED dynamic voltage scaling for video streaming applications on mobile devices.
Proceedings of the 49th Annual Design Automation Conference 2012, 2012
Proceedings of the 17th Asia and South Pacific Design Automation Conference, 2012
Proceedings of the 17th Asia and South Pacific Design Automation Conference, 2012
2011
IEEE Trans. Very Large Scale Integr. Syst., 2011
J. Low Power Electron., 2011
Stacking magnetic random access memory atop microprocessors: an architecture-level evaluation.
IET Comput. Digit. Tech., 2011
Proceedings of the 2011 International Symposium on Low Power Electronics and Design, 2011
STT-RAM cell design optimization for persistent and non-persistent error rate reduction: A statistical design view.
Proceedings of the 2011 IEEE/ACM International Conference on Computer-Aided Design, 2011
Proceedings of the Design, Automation and Test in Europe, 2011
Proceedings of the 9th International Conference on Hardware/Software Codesign and System Synthesis, 2011
Proceedings of the 2011 IEEE Custom Integrated Circuits Conference, 2011
Proceedings of the 16th Asia South Pacific Design Automation Conference, 2011
Proceedings of the 16th Asia South Pacific Design Automation Conference, 2011
Proceedings of the 2011 International Conference on Parallel Architectures and Compilation Techniques, 2011
2010
Design of Spin-Torque Transfer Magnetoresistive RAM and CAM/TCAM with High Sensing and Search Speed.
IEEE Trans. Very Large Scale Integr. Syst., 2010
Design Margin Exploration of Spin-Transfer Torque RAM (STT-RAM) in Scaled Technologies.
IEEE Trans. Very Large Scale Integr. Syst., 2010
IEEE Trans. Very Large Scale Integr. Syst., 2010
Proceedings of the 11th International Symposium on Quality of Electronic Design (ISQED 2010), 2010
Proceedings of the 2010 International Symposium on Low Power Electronics and Design, 2010
Combined magnetic- and circuit-level enhancements for the nondestructive self-reference scheme of STT-RAM.
Proceedings of the 2010 International Symposium on Low Power Electronics and Design, 2010
Variation tolerant sensing scheme of Spin-Transfer Torque Memory for yield improvement.
Proceedings of the 2010 International Conference on Computer-Aided Design, 2010
A Hybrid solid-state storage architecture for the performance, energy consumption, and lifetime improvement.
Proceedings of the 16th International Conference on High-Performance Computer Architecture (HPCA-16 2010), 2010
Proceedings of the Design, Automation and Test in Europe, 2010
A nondestructive self-reference scheme for Spin-Transfer Torque Random Access Memory (STT-RAM).
Proceedings of the Design, Automation and Test in Europe, 2010
Proceedings of the 47th Design Automation Conference, 2010
2009
ACM Trans. Archit. Code Optim., 2009
Proceedings of the 2009 IEEE/ACM International Symposium on Nanoscale Architectures, 2009
Proceedings of the IEEE Computer Society Annual Symposium on VLSI, 2009
The salvage cache: A fault-tolerant cache architecture for next-generation memory technologies.
Proceedings of the 27th International Conference on Computer Design, 2009
Proceedings of the 15th International Conference on High-Performance Computer Architecture (HPCA-15 2009), 2009
An overview of non-volatile memory technology and the implication for tools and architectures.
Proceedings of the Design, Automation and Test in Europe, 2009
Improving STT MRAM storage density through smaller-than-worst-case transistor sizing.
Proceedings of the 46th Design Automation Conference, 2009
2008
Proceedings of the 9th International Symposium on Quality of Electronic Design (ISQED 2008), 2008
Spin-transfer torque magnetoresistive content addressable memory (CAM) cell structure design with enhanced search noise margin.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2008), 2008
Circuit and microarchitecture evaluation of 3D stacking magnetic RAM (MRAM) as a universal memory replacement.
Proceedings of the 45th Design Automation Conference, 2008
2007
Proceedings of the 8th International Symposium on Quality of Electronic Design (ISQED 2007), 2007
Variable-latency adder (VL-adder): new arithmetic circuit design practice to overcome NBTI.
Proceedings of the 2007 International Symposium on Low Power Electronics and Design, 2007
Proceedings of the 25th International Conference on Computer Design, 2007
2006
SAVS: a self-adaptive variable supply-voltage technique for process- tolerant and power-efficient multi-issue superscalar processor design.
Proceedings of the 2006 Conference on Asia South Pacific Design Automation: ASP-DAC 2006, 2006
2005
Current demand balancing: a technique for minimization of current surge in high performance clock-gated microprocessors.
IEEE Trans. Very Large Scale Integr. Syst., 2005
Proceedings of the 6th International Symposium on Quality of Electronic Design (ISQED 2005), 2005
Cascaded carry-select adder (C<sup>2</sup>SA): a new structure for low-power CSA design.
Proceedings of the 2005 International Symposium on Low Power Electronics and Design, 2005
Proceedings of the 2005 International Conference on Computer-Aided Design, 2005
Gated Decap: gate leakage control of on-chip decoupling capacitors in scaled technologies.
Proceedings of the IEEE 2005 Custom Integrated Circuits Conference, 2005
2004
IEEE Trans. Very Large Scale Integr. Syst., 2004
Priority assignment optimization for minimization of current surge in high performance power efficient clock-gated microprocessor.
Proceedings of the 2004 Conference on Asia South Pacific Design Automation: Electronic Design and Solution Fair 2004, 2004
2003
Integrated architectural/physical planning approach for minimization of current surge in high performance clock-gated microprocessors.
Proceedings of the 2003 International Symposium on Low Power Electronics and Design, 2003
Proceedings of the Ninth International Symposium on High-Performance Computer Architecture (HPCA'03), 2003
2002
Proceedings of the 2002 Design, 2002