Qinru Qiu

According to our database, Qinru Qiu authored at least 166 papers between 1998 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Discrete Policy: Learning Disentangled Action Space for Multi-Task Robotic Manipulation.

Kun Wu, Yichen Zhu, Jinming Li, Junjie Wen, Ning Liu, Zhiyuan Xu, Qinru Qiu, Jian Tang

CoRR, 2024

An Efficient Generalizable Framework for Visuomotor Policies via Control-aware Augmentation and Privilege-guided Distillation.

Yinuo Zhao, Kun Wu, Tianjiao Yi, Zhiyuan Xu, Xiaozhu Ju, Zhengping Che, Qinru Qiu, Chi Harold Liu, Jian Tang

CoRR, 2024

SWBT: Similarity Weighted Behavior Transformer with the Imperfect Demonstration for Robotic Manipulation.

Kun Wu, Ning Liu, Zhen Zhao, Di Qiu, Jinming Li, Zhengping Che, Zhiyuan Xu, Qinru Qiu, Jian Tang

CoRR, 2024

Improved Efficiency Based on Learned Saccade and Continuous Scene Reconstruction From Foveated Visual Sampling.

Jiayang Liu, Yiming Bu, Daniel Tso, Qinru Qiu

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Pinpointing Actuator Attacks: A Novel Diagnostic Framework for Cyber-Physical Systems.

Zifan Wang, Qinru Qiu, Fanxin Kong

Proceedings of the International Conference on Assured Autonomy, 2024

Prompt-Based Domain Incremental Learning with Modular Classification Layer.

Boyu Wang, Yue Ma, Qinru Qiu

Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024

SOLSA: Neuromorphic Spatiotemporal Online Learning for Synaptic Adaptation.

Zhenhang Zhang, Jingang Jin, Haowen Fang, Qinru Qiu

Proceedings of the 29th Asia and South Pacific Design Automation Conference, 2024

2023

Cross-Modal Reasoning with Event Correlation for Video Question Answering.

Chengxiang Yin, Zhengping Che, Kun Wu, Zhiyuan Xu, Qinru Qiu, Jian Tang

CoRR, 2023

Neuromorphic Online Learning for Spatiotemporal Patterns with a Forward-only Timeline.

Zhenhang Zhang, Jingang Jin, Haowen Fang, Qinru Qiu

CoRR, 2023

SemanticSLAM: Learning based Semantic Map Construction and Robust Camera Localization.

Mingyang Li, Yue Ma, Qinru Qiu

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2023

Catch You if Pay Attention: Temporal Sensor Attack Diagnosis Using Attention Mechanisms for Cyber-Physical Systems.

Zifan Wang, Lin Zhang, Qinru Qiu, Fanxin Kong

Proceedings of the IEEE Real-Time Systems Symposium, 2023

Predictive Temporal Attention on Event-based Video Stream for Energy-efficient Situation Awareness.

Yiming Bu, Jiayang Liu, Qinru Qiu

Proceedings of the 14th International Green and Sustainable Computing Conference, 2023

SEnsitivity Modulated Importance Networking and Rehearsal for Spike Domain Incremental Learning.

Zaidao Mei, Boyu Wang, Daniel Patrick Rider, Qinru Qiu

Proceedings of the 2023 International Conference on Neuromorphic Systems, 2023

Multi-Agent Cooperative Games Using Belief Map Assisted Training.

Chen Luo, Qinwei Huang, Alex B. Wu, Simon Khan, Hai Li, Qinru Qiu

Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023

2022

Guest Editorial: IEEE TC Special Issue On Software, Hardware and Applications for Neuromorphic Computing.

Yiran Chen, Qinru Qiu

IEEE Trans. Computers, 2022

Unsupervised Adaptation of Spiking Networks in a Gradual Changing Environment.

Zaidao Mei, Mark Barnell, Qinru Qiu

Proceedings of the IEEE High Performance Extreme Computing Conference, 2022

Neural Network Pruning and Fast Training for DRL-based UAV Trajectory Planning.

Yilan Li, Haowen Fang, Mingyang Li, Yue Ma, Qinru Qiu

Proceedings of the 27th Asia and South Pacific Design Automation Conference, 2022

2021

Introduction to the Special Issue on Hardware and Algorithms for Efficient Machine Learning - Part 2.

Yiran Chen, Qinru Qiu, Yingyan Lin

ACM J. Emerg. Technol. Comput. Syst., 2021

Introduction of Special Issue on Hardware and Algorithms for Efficient Machine Learning-Part 1.

Yiran Chen, Qinru Qiu, Yingyan Lin

ACM J. Emerg. Technol. Comput. Syst., 2021

1S1R-Based Stable Learning through Single-Spike-Encoded Spike-Timing-Dependent Plasticity.

Brady Taylor, Amar Shrestha, Qinru Qiu, Hai Helen Li

Proceedings of the IEEE International Symposium on Circuits and Systems, 2021

Applying Machine Learning in Designing Distributed Auction for Multi-agent Task Allocation with Budget Constraints.

Chen Luo, Qinwei Huang, Fanxin Kong, Simon Khan, Qinru Qiu

Proceedings of the 20th International Conference on Advanced Robotics, 2021

In-Hardware Learning of Multilayer Spiking Neural Networks on a Neuromorphic Processor.

Amar Shrestha, Haowen Fang, Daniel Patrick Rider, Zaidao Mei, Qinru Qiu

Proceedings of the 58th ACM/IEEE Design Automation Conference, 2021

Neuromorphic Algorithm-hardware Codesign for Temporal Pattern Learning.

Haowen Fang, Brady Taylor, Ziru Li, Zaidao Mei, Hai Helen Li, Qinru Qiu

Proceedings of the 58th ACM/IEEE Design Automation Conference, 2021

2020

ISLPED 2020: An Experience of Virtual Conference during COVID-19 Time.

Qinru Qiu, David Atienza

IEEE Des. Test, 2020

Simulation of Real-time Routing for UAS traffic Management with Communication and Airspace Safety Considerations.

Zhao Jin, Ziyi Zhao, Chen Luo, Franco Basti, Adrian Solomon, Mustafa Cenk Gursoy, Carlos Caicedo, Qinru Qiu

CoRR, 2020

High-Level Plan for Behavioral Robot Navigation with Natural Language Directions and R-NET.

Amar Shrestha, Krittaphat Pugdeethosapol, Haowen Fang, Qinru Qiu

CoRR, 2020

Mission-Aware Spatio-Temporal Deep Learning Model for UAS Instantaneous Density Prediction.

Ziyi Zhao, Zhao Jin, Wentian Bai, Wentan Bai, Carlos Caicedo, Mustafa Cenk Gursoy, Qinru Qiu

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

GISNet: Graph-Based Information Sharing Network For Vehicle Trajectory Prediction.

Ziyi Zhao, Haowen Fang, Zhao Jin, Qinru Qiu

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Automatic Image Labeling with Click Supervision on Aerial Images.

Krittaphat Pugdeethosapol, Morgan Bishop, Dennis Bowen, Qinru Qiu

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Multivariate Time Series Classification Using Spiking Neural Networks.

Haowen Fang, Amar Shrestha, Qinru Qiu

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Exploiting Neuron and Synapse Filter Dynamics in Spatial Temporal Learning of Deep Spiking Neural Network.

Haowen Fang, Amar Shrestha, Ziyi Zhao, Qinru Qiu

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

MAGNet: Multi-Region Attention-Assisted Grounding of Natural Language Queries at Phrase Level.

Amar Shrestha, Krittaphat Pugdeethosapol, Haowen Fang, Qinru Qiu

Proceedings of the 25th International Conference on Pattern Recognition, 2020

Encoding, Model, and Architecture: Systematic Optimization for Spiking Neural Network in FPGAs.

Haowen Fang, Zaidao Mei, Amar Shrestha, Ziyi Zhao, Yilan Li, Qinru Qiu

Proceedings of the IEEE/ACM International Conference On Computer Aided Design, 2020

A Deep Q-Learning Approach for GPU Task Scheduling.

Ryan S. Luley, Qinru Qiu

Proceedings of the 2020 IEEE High Performance Extreme Computing Conference, 2020

Database and Benchmark for Early-stage Malicious Activity Detection in 3D Printing.

Xiaolong Ma, Zhe Li, Hongjia Li, Qiyuan An, Qinru Qiu, Wenyao Xu, Yanzhi Wang

Proceedings of the 25th Asia and South Pacific Design Automation Conference, 2020

Embedding Compression with Isotropic Iterative Quantization.

Siyu Liao, Jie Chen, Yanzhi Wang, Qinru Qiu, Bo Yuan

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

HEIF: Highly Efficient Stochastic Computing-Based Inference Framework for Deep Neural Networks.

Zhe Li, Ji Li, Ao Ren, Ruizhe Cai, Caiwen Ding, Xuehai Qian, Jeffrey Draper, Bo Yuan, Jian Tang, Qinru Qiu, Yanzhi Wang

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2019

In situ training of feed-forward and recurrent convolutional memristor networks.

Zhongrui Wang, Can Li, Peng Lin, Mingyi Rao, Yongyang Nie, Wenhao Song, Qinru Qiu, Yunning Li, Peng Yan, John Paul Strachan, Ning Ge, Nathan McDonald, Qing Wu, Miao Hu, Huaqiang Wu, R. Stanley Williams, Qiangfei Xia, J. Joshua Yang

Nat. Mach. Intell., 2019

Normalization and dropout for stochastic computing-based deep convolutional neural networks.

Ji Li, Zihao Yuan, Zhe Li, Ao Ren, Caiwen Ding, Jeffrey Draper, Shahin Nazarian, Qinru Qiu, Bo Yuan, Yanzhi Wang

Integr., 2019

CircConv: A Structured Convolution with Low Complexity.

Siyu Liao, Zhe Li, Liang Zhao, Qinru Qiu, Yanzhi Wang, Bo Yuan

CoRR, 2019

A Simulation Framework for Fast Design Space Exploration of Unmanned Air System Traffic Management Policies.

Ziyi Zhao, Chen Luo, Jin Zhao, Qinru Qiu, Mustafa Cenk Gursoy, Carlos Caicedo, Franco Basti

CoRR, 2019

Autonomous UAV with Learned Trajectory Generation and Control.

Yilan Li, Mingyang Li, Amit K. Sanyal, Yanzhi Wang, Qinru Qiu

Proceedings of the 2019 IEEE International Workshop on Signal Processing Systems, 2019

Temporal and Spatial Routing for Large Scale Safe and Connected UAS Traffic Management in Urban Areas.

Ziyi Zhao, Zhao Jin, Chen Luo, Haowen Fang, Franco Basti, Mustafa Cenk Gursoy, Carlos Caicedo, Qinru Qiu

Proceedings of the 25th IEEE International Conference on Embedded and Real-Time Computing Systems and Applications, 2019

Fast and Accurate Trajectory Tracking for Unmanned Aerial Vehicles based on Deep Reinforcement Learning.

Yilan Li, Hongjia Li, Zhe Li, Haowen Fang, Amit K. Sanyal, Yanzhi Wang, Qinru Qiu

Proceedings of the 25th IEEE International Conference on Embedded and Real-Time Computing Systems and Applications, 2019

A General Framework to Map Neural Networks onto Neuromorphic Processor.

Haowen Fang, Amar Shrestha, Ziyi Zhao, Yanzhi Wang, Qinru Qiu

Proceedings of the 20th International Symposium on Quality Electronic Design, 2019

Approximating Back-propagation for a Biologically Plausible Local Learning Rule in Spiking Neural Networks.

Amar Shrestha, Haowen Fang, Qing Wu, Qinru Qiu

Proceedings of the International Conference on Neuromorphic Systems, 2019

Efficient Cloud Resource Management using Neuromorphic Modeling and Prediction for Virtual Machine Resource Utilization.

Zhe Li, Xiaolong Ma, Ji Li, Qinru Qiu, Yanzhi Wang

Proceedings of the 15th IEEE International Conference on Embedded Software and Systems, 2019

An Event-driven Neuromorphic System with Biologically Plausible Temporal Dynamics.

Haowen Fang, Amar Shrestha, Ziyi Zhao, Yilan Li, Qinru Qiu

Proceedings of the International Conference on Computer-Aided Design, 2019

E-RNN: Design Optimization for Efficient Recurrent Neural Networks in FPGAs.

Zhe Li, Caiwen Ding, Siyue Wang, Wujie Wen, Youwei Zhuo, Chang Liu, Qinru Qiu, Wenyao Xu, Xue Lin, Xuehai Qian, Yanzhi Wang

Proceedings of the 25th IEEE International Symposium on High Performance Computer Architecture, 2019

Autonomous Waypoint Planning, Optimal Trajectory Generation and Nonlinear Tracking Control for Multi-rotor UAVs.

Hossein Eslamiat, Yilan Li, Ningshan Wang, Amit K. Sanyal, Qinru Qiu

Proceedings of the 17th European Control Conference, 2019

Autonomous waypoints planning and trajectory generation for multi-rotor UAVs.

Yilan Li, Hossein Eslamiat, Ningshan Wang, Ziyi Zhao, Amit K. Sanyal, Qinru Qiu

Proceedings of the Workshop on Design Automation for CPS and IoT, 2019

2018

AnRAD: A Neuromorphic Anomaly Detection Framework for Massive Concurrent Data Streams.

Qiuwen Chen, Ryan S. Luley, Qing Wu, Morgan Bishop, Richard W. Linderman, Qinru Qiu

IEEE Trans. Neural Networks Learn. Syst., 2018

Modular Spiking Neural Circuits for Mapping Long Short-Term Memory on a Neurosynaptic Processor.

Amar Shrestha, Khadeer Ahmed, Yanzhi Wang, David P. Widemann, Adam T. Moody, Brian C. Van Essen, Qinru Qiu

IEEE J. Emerg. Sel. Topics Circuits Syst., 2018

Towards Budget-Driven Hardware Optimization for Deep Convolutional Neural Networks Using Stochastic Computing.

Zhe Li, Ji Li, Ao Ren, Caiwen Ding, Jeffrey Draper, Qinru Qiu, Bo Yuan, Yanzhi Wang

Proceedings of the 2018 IEEE Computer Society Annual Symposium on VLSI, 2018

Scalable NoC-based Neuromorphic Hardware Learning and Inference.

Haowen Fang, Amar Shrestha, De Ma, Qinru Qiu

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Learning Topics Using Semantic Locality.

Ziyi Zhao, Krittaphat Pugdeethosapol, Sheng Lin, Zhe Li, Caiwen Ding, Yanzhi Wang, Qinru Qiu

Proceedings of the 24th International Conference on Pattern Recognition, 2018

Efficient Recurrent Neural Networks using Structured Matrices in FPGAs.

Zhe Li, Shuo Wang, Caiwen Ding, Qinru Qiu, Yanzhi Wang, Yun Liang

Proceedings of the 6th International Conference on Learning Representations, 2018

C-LSTM: Enabling Efficient LSTM using Structured Compression Techniques on FPGAs.

Shuo Wang, Zhe Li, Caiwen Ding, Bo Yuan, Qinru Qiu, Yanzhi Wang, Yun Liang

Proceedings of the 2018 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays, 2018

Optimizing Data Transfers for Improved Performance on Shared GPUs Using Reinforcement Learning.

Ryan S. Luley, Qinru Qiu

Proceedings of the 18th IEEE/ACM International Symposium on Cluster, 2018

Towards Ultra-High Performance and Energy Efficiency of Deep Learning Systems: An Algorithm-Hardware Co-Optimization Framework.

Yanzhi Wang, Caiwen Ding, Zhe Li, Geng Yuan, Siyu Liao, Xiaolong Ma, Bo Yuan, Xuehai Qian, Jian Tang, Qinru Qiu, Xue Lin

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

CirCNN: Accelerating and Compressing Deep Neural Networks Using Block-CirculantWeight Matrices.

Caiwen Ding, Siyu Liao, Yanzhi Wang, Zhe Li, Ning Liu, Youwei Zhuo, Chao Wang, Xuehai Qian, Yu Bai, Geng Yuan, Xiaolong Ma, Yipeng Zhang, Jian Tang, Qinru Qiu, Xue Lin, Bo Yuan

CoRR, 2017

CirCNN: accelerating and compressing deep neural networks using block-circulant weight matrices.

Caiwen Ding, Siyu Liao, Yanzhi Wang, Zhe Li, Ning Liu, Youwei Zhuo, Chao Wang, Xuehai Qian, Yu Bai, Geng Yuan, Xiaolong Ma, Yipeng Zhang, Jian Tang, Qinru Qiu, Xue Lin, Bo Yuan

Proceedings of the 50th Annual IEEE/ACM International Symposium on Microarchitecture, 2017

Stable spike-timing dependent plasticity rule for multilayer unsupervised and supervised learning.

Amar Shrestha, Khadeer Ahmed, Yanzhi Wang, Qinru Qiu

Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

Hardware-driven nonlinear activation for stochastic computing based deep convolutional neural networks.

Ji Li, Zihao Yuan, Zhe Li, Caiwen Ding, Ao Ren, Qinru Qiu, Jeffrey Draper, Yanzhi Wang

Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

A Hierarchical Framework of Cloud Resource Allocation and Power Management Using Deep Reinforcement Learning.

Ning Liu, Zhe Li, Jielong Xu, Zhiyuan Xu, Sheng Lin, Qinru Qiu, Jian Tang, Yanzhi Wang

Proceedings of the 37th IEEE International Conference on Distributed Computing Systems, 2017

A spike-based long short-term memory on a neurosynaptic processor.

Amar Shrestha, Khadeer Ahmed, Yanzhi Wang, David P. Widemann, Adam T. Moody, Brian C. Van Essen, Qinru Qiu

Proceedings of the 2017 IEEE/ACM International Conference on Computer-Aided Design, 2017

Energy-efficient, high-performance, highly-compressed deep neural network design using block-circulant matrices.

Siyu Liao, Zhe Li, Xue Lin, Qinru Qiu, Yanzhi Wang, Bo Yuan

Proceedings of the 2017 IEEE/ACM International Conference on Computer-Aided Design, 2017

Softmax Regression Design for Stochastic Computing Based Deep Convolutional Neural Networks.

Zihao Yuan, Ji Li, Zhe Li, Caiwen Ding, Ao Ren, Bo Yuan, Qinru Qiu, Jeffrey Draper, Yanzhi Wang

Proceedings of the on Great Lakes Symposium on VLSI 2017, 2017

Structural design optimization for deep convolutional neural networks using stochastic computing.

Zhe Li, Ao Ren, Ji Li, Qinru Qiu, Bo Yuan, Jeffrey Draper, Yanzhi Wang

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2017

Real-time anomaly detection for streaming data using burst code on a neurosynaptic processor.

Qiuwen Chen, Qinru Qiu

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2017

SC-DCNN: Highly-Scalable Deep Convolutional Neural Network using Stochastic Computing.

Ao Ren, Zhe Li, Caiwen Ding, Qinru Qiu, Yanzhi Wang, Ji Li, Xuehai Qian, Bo Yuan

Proceedings of the Twenty-Second International Conference on Architectural Support for Programming Languages and Operating Systems, 2017

Towards acceleration of deep convolutional neural networks using stochastic computing.

Ji Li, Ao Ren, Zhe Li, Caiwen Ding, Bo Yuan, Qinru Qiu, Yanzhi Wang

Proceedings of the 22nd Asia and South Pacific Design Automation Conference, 2017

2016

A Neuromorphic Architecture for Context Aware Text Image Recognition.

Qinru Qiu, Zhe Li, Khadeer Ahmed, Wei Liu, Syed Faisal Habib, Hai (Helen) Li, Miao Hu

J. Signal Process. Syst., 2016

Guest Editorial: Design and Applications of Neuromorphic Computing System.

Hai (Helen) Li, Qinru Qiu, Yu Wang

IEEE Trans. Multi Scale Comput. Syst., 2016

Assisting fuzzy offline handwriting recognition using recurrent belief propagation.

Yilan Li, Zhe Li, Qinru Qiu

Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

A low-computation-complexity, energy-efficient, and high-performance linear program solver using memristor crossbars.

Ruizhe Cai, Ao Ren, Yanzhi Wang, Sucheta Soundarajan, Qinru Qiu, Bo Yuan, Paul Bogdan

Proceedings of the 29th IEEE International System-on-Chip Conference, 2016

System Design for In-Hardware STDP Learning and Spiking Based Probablistic Inference.

Khadeer Ahmed, Amar Shrestha, Yanzhi Wang, Qinru Qiu

Proceedings of the IEEE Computer Society Annual Symposium on VLSI, 2016

Towards memristor based accelerator for sparse matrix vector multiplication.

Jianwei Cui, Qinru Qiu

Proceedings of the IEEE International Symposium on Circuits and Systems, 2016

Effective Utilization of CUDA Hyper-Q for Improved Power and Performance Efficiency.

Ryan S. Luley, Qinru Qiu

Proceedings of the 2016 IEEE International Parallel and Distributed Processing Symposium Workshops, 2016

Enhancing bidirectional association between deep image representations and loosely correlated texts.

Qiuwen Chen, Qinru Qiu

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Probabilistic inference using stochastic spiking neural networks on a neurosynaptic processor.

Khadeer Ahmed, Amar Shrestha, Qinru Qiu, Qing Wu

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Simulation of bayesian learning and inference on distributed stochastic spiking neural networks.

Khadeer Ahmed, Amar Shrestha, Qinru Qiu

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Designing reconfigurable large-scale deep learning systems using stochastic computing.

Ao Ren, Zhe Li, Yanzhi Wang, Qinru Qiu, Bo Yuan

Proceedings of the IEEE International Conference on Rebooting Computing, 2016

DSCNN: Hardware-oriented optimization for Stochastic Computing based Deep Convolutional Neural Networks.

Zhe Li, Ao Ren, Ji Li, Qinru Qiu, Yanzhi Wang, Bo Yuan

Proceedings of the 34th IEEE International Conference on Computer Design, 2016

Towards parallel implementation of associative inference for cogent confabulation.

Zhe Li, Qinru Qiu, Mangesh Tamhankar

Proceedings of the 2016 IEEE High Performance Extreme Computing Conference, 2016

Distributed and configurable architecture for neuromorphic applications on heterogeneous cluster.

Khadeer Ahmed, Qinru Qiu, Mangesh Tamhankar

Proceedings of the 2016 IEEE High Performance Extreme Computing Conference, 2016

2015

Chip Multiprocessor Performance Modeling for Contention Aware Task Migration and Frequency Scaling.

Hao Shen, Qinru Qiu

J. Low Power Electron., 2015

The applications of memristor devices in next-generation cortical processor designs.

Hai Li, Beiye Liu, Xiaoxiao Liu, Mengjie Mao, Yiran Chen, Qing Wu, Qinru Qiu

Proceedings of the 2015 IEEE International Symposium on Circuits and Systems, 2015

Self-structured confabulation network for fast anomaly detection and reasoning.

Qiuwen Chen, Qing Wu, Morgan Bishop, Richard W. Linderman, Qinru Qiu

Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

FPGA Acceleration of Recurrent Neural Network Based Language Model.

Sicheng Li, Chunpeng Wu, Hai Li, Boxun Li, Yu Wang, Qinru Qiu

Proceedings of the 23rd IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2015

Cloning your mind: security challenges in cognitive system designs and their solutions.

Beiye Liu, Chunpeng Wu, Hai Li, Yiran Chen, Qing Wu, Mark Barnell, Qinru Qiu

Proceedings of the 52nd Annual Design Automation Conference, 2015

2014

Distributed Task Migration in a Homogeneous Many-Core System for Leakage and Fan Power Reduction.

Yang Ge, Yukan Zhang, Qinru Qiu

J. Low Power Electron., 2014

Neuromorphic acceleration for context aware text image recognition.

Qinru Qiu, Zhe Li, Khadeer Ahmed, Hai (Helen) Li, Miao Hu

Proceedings of the 2014 IEEE Workshop on Signal Processing Systems, 2014

Bio-inspired computing with resistive memories - models, architectures and applications.

Qing Wu, Beiye Liu, Yiran Chen, Hai Li, Qiuwen Chen, Qinru Qiu

Proceedings of the IEEE International Symposium on Circuits and Systemss, 2014

Accelerating pattern matching in neuromorphic text recognition system using Intel Xeon Phi coprocessor.

Khadeer Ahmed, Qinru Qiu, Parth Malani, Mangesh Tamhankar

Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

Energy Efficient Tracking by Dynamic Voltage and Frequency Scaling on Android Smart Phones.

Yu Zheng, Koray Ozcan, Senem Velipasalar, Hao Shen, Qinru Qiu

Proceedings of the International Conference on Distributed Smart Cameras, 2014

Contention aware frequency scaling on CMPs with guaranteed quality of service.

Hao Shen, Qinru Qiu

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2014

Battery aware stochastic QoS boosting in mobile computing devices.

Hao Shen, Qiuwen Chen, Qinru Qiu

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2014

A confabulation model for abnormal vehicle events detection in wide-area traffic monitoring.

Qiuwen Chen, Qinru Qiu, Qing Wu, Morgan Bishop, Mark Barnell

Proceedings of the IEEE International Inter-Disciplinary Conference on Cognitive Methods in Situation Awareness and Decision Support, 2014

The stochastic modeling of TiO2 memristor and its usage in neuromorphic system design.

Miao Hu, Yu Wang, Qinru Qiu, Yiran Chen, Hai Li

Proceedings of the 19th Asia and South Pacific Design Automation Conference, 2014

2013

Thermal Management in Many Core Systems.

Dhireesha Kudithipudi, Qinru Qiu, Ayse K. Coskun

Proceedings of the Evolutionary Based Solutions for Green Computing, 2013

Achieving autonomous power management using reinforcement learning.

Hao Shen, Ying Tan, Jun Lu, Qing Wu, Qinru Qiu

ACM Trans. Design Autom. Electr. Syst., 2013

A Parallel Neuromorphic Text Recognition System and Its Implementation on a Heterogeneous High-Performance Computing Cluster.

Qinru Qiu, Qing Wu, Morgan Bishop, Robinson E. Pino, Richard W. Linderman

IEEE Trans. Computers, 2013

A neuromorphic architecture for anomaly detection in autonomous large-area traffic monitoring.

Qiuwen Chen, Qinru Qiu, Hai Li, Qing Wu

Proceedings of the IEEE/ACM International Conference on Computer-Aided Design, 2013

User-aware energy efficient streaming strategy for smartphone based video playback applications.

Hao Shen, Qinru Qiu

Proceedings of the Design, Automation and Test in Europe, 2013

Improving charging efficiency with workload scheduling in energy harvesting embedded systems.

Yukan Zhang, Yang Ge, Qinru Qiu

Proceedings of the 50th Annual Design Automation Conference 2013, 2013

Improving energy efficiency for energy harvesting embedded systems.

Yang Ge, Yukan Zhang, Qinru Qiu

Proceedings of the 18th Asia and South Pacific Design Automation Conference, 2013

2012

Adaptive Power Management for Energy Harvesting Embedded Systems.

Jun Lu, Shaobo Liu, Qing Wu, Qinru Qiu

Proceedings of the Handbook of Energy-Aware and Green Computing - Two Volume Set., 2012

Harvesting-Aware Power Management for Real-Time Systems With Renewable Energy.

Shaobo Liu, Jun Lu, Qing Wu, Qinru Qiu

IEEE Trans. Very Large Scale Integr. Syst., 2012

A Multi-Agent Framework for Thermal Aware Task Migration in Many-Core Systems.

Yang Ge, Qinru Qiu, Qing Wu

IEEE Trans. Very Large Scale Integr. Syst., 2012

Introduction to the special section on adaptive power management for energy and temperature-aware computing systems.

Ayse Kivilcim Coskun, Yung-Hsiang Lu, Qinru Qiu

ACM Trans. Design Autom. Electr. Syst., 2012

Low Power Task Scheduling and Mapping for Applications with Conditional Branches on Heterogeneous Multi-Processor System.

Yang Ge, Yukan Zhang, Parth Malani, Qing Wu, Qinru Qiu

J. Low Power Electron., 2012

A massive parallel neuromorphic computing model for intelligent text recognition.

Qinru Qiu

Proceedings of the IEEE 25th International SOC Conference, 2012

Learning based DVFS for simultaneous temperature, performance and energy management.

Hao Shen, Jun Lu, Qinru Qiu

Proceedings of the Thirteenth International Symposium on Quality Electronic Design, 2012

A game theoretic resource allocation for overall energy minimization in mobile cloud computing system.

Yang Ge, Yukan Zhang, Qinru Qiu, Yung-Hsiang Lu

Proceedings of the International Symposium on Low Power Electronics and Design, 2012

Temperature-aware computing: Achievements and remaining challenges.

Dhireesha Kudithipudi, Ayse K. Coskun, Sherief Reda, Qinru Qiu

Proceedings of the 2012 International Green Computing Conference, 2012

Tag-assisted sentence confabulation for intelligent text recognition.

Fan Yang, Qinru Qiu, Morgan Bishop, Qing Wu

Proceedings of the 2012 IEEE Symposium on Computational Intelligence for Security and Defence Applications, 2012

2011

End-to-End Energy Management.

Yung-Hsiang Lu, Qinru Qiu, Ali Raza Butt, Kirk W. Cameron

Computer, 2011

Unified perception-prediction model for context aware text recognition on a heterogeneous many-core platform.

Qinru Qiu, Qing Wu, Richard W. Linderman

Proceedings of the 2011 International Joint Conference on Neural Networks, 2011

An FPGA-Based Distributed Computing System with Power and Thermal Management Capabilities.

Hao Shen, Qinru Qiu

Proceedings of 20th International Conference on Computer Communications and Networks, 2011

Scheduling and mapping of periodic tasks on multi-core embedded systems with energy harvesting.

Jun Lu, Qinru Qiu

Proceedings of the 2011 International Green Computing Conference and Workshops, 2011

Dynamic thermal management for multimedia applications using machine learning.

Yang Ge, Qinru Qiu

Proceedings of the 48th Design Automation Conference, 2011

Confabulation based sentence completion for machine reading.

Qinru Qiu, Qing Wu, Daniel J. Burns, Michael J. Moore, Robinson E. Pino, Morgan Bishop, Richard W. Linderman

Proceedings of the 2011 IEEE Symposium on Computational Intelligence, 2011

2010

Thermal-aware job allocation and scheduling for three dimensional chip multiprocessor.

Shaobo Liu, Jingyi Zhang, Qing Wu, Qinru Qiu

Proceedings of the 11th International Symposium on Quality of Electronic Design (ISQED 2010), 2010

Load-matching adaptive task scheduling for energy efficiency in energy harvesting real-time embedded systems.

Shaobo Liu, Jun Lu, Qing Wu, Qinru Qiu

Proceedings of the 2010 International Symposium on Low Power Electronics and Design, 2010

Accurate modeling and prediction of energy availability in energy harvesting real-time embedded systems.

Jun Lu, Shaobo Liu, Qing Wu, Qinru Qiu

Proceedings of the International Green Computing Conference 2010, 2010

Task allocation for minimum system power in a homogenous multi-core processor.

Yang Ge, Qinru Qiu

Proceedings of the International Green Computing Conference 2010, 2010

Enhanced Q-learning algorithm for dynamic power management with performance constraint.

Wei Liu, Ying Tan, Qinru Qiu

Proceedings of the Design, Automation and Test in Europe, 2010

Distributed task migration for thermal management in many-core systems.

Yang Ge, Parth Malani, Qinru Qiu

Proceedings of the 47th Design Automation Conference, 2010

2009

Adaptive power management using reinforcement learning.

Ying Tan, Wei Liu, Qinru Qiu

Proceedings of the 2009 International Conference on Computer-Aided Design, 2009

An adaptive scheduling and voltage/frequency selection algorithm for real-time energy harvesting systems.

Shaobo Liu, Qing Wu, Qinru Qiu

Proceedings of the 46th Design Automation Conference, 2009

2008

Bus encoding for simultaneous delay and energy optimization.

Jingyi Zhang, Qing Wu, Qinru Qiu

Proceedings of the 2008 International Symposium on Low Power Electronics and Design, 2008

A probabilistic technique for full-chip leakage estimation.

Shaobo Liu, Qinru Qiu, Qing Wu

Proceedings of the 2008 International Symposium on Low Power Electronics and Design, 2008

Accelerating cogent confabulation: An exploration in the architecture design space.

Qinru Qiu, Daniel J. Burns, Michael J. Moore, Richard W. Linderman, Thomas Renz, Qing Wu

Proceedings of the International Joint Conference on Neural Networks, 2008

Performance optimization for pattern recognition using associative neural memory.

Qing Wu, Prakash Mukre, Richard W. Linderman, Thomas Renz, Daniel J. Burns, Michael J. Moore, Qinru Qiu

Proceedings of the 2008 IEEE International Conference on Multimedia and Expo, 2008

Full-chip leakage current estimation based on statistical sampling techniques.

Shaobo Liu, Qinru Qiu, Qing Wu

Proceedings of the 18th ACM Great Lakes Symposium on VLSI 2008, 2008

A Framework of Stochastic Power Management Using Hidden Markov Model.

Ying Tan, Qinru Qiu

Proceedings of the Design, Automation and Test in Europe, 2008

Adaptive Scheduling and Voltage Scaling for Multiprocessor Real-time Applications with Non-deterministic Workload.

Parth Malani, Prakash Mukre, Qinru Qiu, Qing Wu

Proceedings of the Design, Automation and Test in Europe, 2008

Energy Aware Dynamic Voltage and Frequency Selection for Real-Time Systems with Energy Harvesting.

Shaobo Liu, Qinru Qiu, Qing Wu

Proceedings of the Design, Automation and Test in Europe, 2008

2007

Power optimization for conditional task graphs in DVS enabled multiprocessor systems.

Parth Malani, Prakash Mukre, Qinru Qiu

Proceedings of the IFIP VLSI-SoC 2007, 2007

Profile-Based Low Power Scheduling for Conditional Task Graph: A Communication Aware Approach.

Parth Malani, Prakash Mukre, Qinru Qiu

Proceedings of the International Symposium on Circuits and Systems (ISCAS 2007), 2007

Resource-aware High Performance Scheduling for Embedded MPSoCs With the Application of MPEG Decoding.

Parth Malani, Ying Tan, Qinru Qiu

Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, 2007

Hardware acceleration of multi-deme genetic algorithm for the application of DNA codeword searching.

Qinru Qiu, Daniel J. Burns, Prakash Mukre, Qing Wu

Proceedings of the Genetic and Evolutionary Computation Conference, 2007

Hardware Acceleration for Thermodynamic Constrained DNA Code Generation.

Qinru Qiu, Prakash Mukre, Morgan Bishop, Daniel J. Burns, Qing Wu

Proceedings of the DNA Computing, 13th International Meeting on DNA Computing, 2007

Stochastic modeling and optimization for robust power management in a partially observable system.

Qinru Qiu, Ying Tan, Qing Wu

Proceedings of the 2007 Design, Automation and Test in Europe Conference and Exposition, 2007

Architectural Design and Complexity Analysis of Large-Scale Cortical Simulation on a Hybrid Computing Platform.

Qing Wu, Qinru Qiu, Richard W. Linderman, Daniel J. Burns, Michael J. Moore, Dennis Fitzgerald

Proceedings of the 2007 IEEE Symposium on Computational Intelligence in Security and Defense Applications, 2007

Hybrid Architecture for Accelerating DNA Codeword Library Searching.

Qinru Qiu, Daniel J. Burns, Qing Wu, Prakash Mukre

Proceedings of the 2007 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, 2007

2006

Low-Density Parity-Check Coded Distributed Space-Time Cooperative System.

Bo Dong, Lin Xie, Peiliang Qiu, Qinru Qiu

Proceedings of the 63rd IEEE Vehicular Technology Conference, 2006

Lifetime aware resource management for sensor network using distributed genetic algorithm.

Qinru Qiu, Qing Wu, Daniel J. Burns, Douglas Holzhauer

Proceedings of the 2006 International Symposium on Low Power Electronics and Design, 2006

Design considerations for digital circuits using organic thin film transistors on a flexible substrate.

Qing Wu, Jingyi Zhang, Qinru Qiu

Proceedings of the International Symposium on Circuits and Systems (ISCAS 2006), 2006

Adaptive low-power bus encoding based on weighted code mapping.

Avnish R. Brahmbhatt, Jingyi Zhang, Qinru Qiu, Qing Wu

Proceedings of the International Symposium on Circuits and Systems (ISCAS 2006), 2006

Task Merging for Dynamic Power Management of Cyclic Applications in Real-Time Multi-Processor Systems.

Shaobo Liu, Qinru Qiu, Qing Wu

Proceedings of the 24th International Conference on Computer Design (ICCD 2006), 2006

Distributed genetic algorithm for energy-efficient resource management in sensor networks.

Qinru Qiu, Qing Wu, Daniel J. Burns, Douglas Holzhauer

Proceedings of the Genetic and Evolutionary Computation Conference, 2006

Low-power bus encoding using an adaptive hybrid algorithm.

Avnish R. Brahmbhatt, Jingyi Zhang, Qing Wu, Qinru Qiu

Proceedings of the 43rd Design Automation Conference, 2006

Workload prediction and dynamic voltage scaling for MPEG decoding.

Ying Tan, Parth Malani, Qinru Qiu, Qing Wu

Proceedings of the 2006 Conference on Asia South Pacific Design Automation: ASP-DAC 2006, 2006

2005

Partitioned bus coding for energy reduction.

Lin Xie, Peiliang Qiu, Qinru Qiu

Proceedings of the 2005 Conference on Asia South Pacific Design Automation, 2005

2004

ESACW: an adaptive algorithm for transmission power reduction in wireless networks.

Hang Su, Peiliang Qiu, Qinru Qiu

Proceedings of the 2004 International Symposium on Low Power Electronics and Design, 2004

2001

Estimation of peak power dissipation in VLSI circuits using thelimiting distributions of extreme order statistics.

Qing Wu, Qinru Qiu, Massoud Pedram

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2001

Stochastic modeling of a power-managed system-construction andoptimization.

Qinru Qiu, Qing Qu, Massoud Pedram

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2001

Dynamic Power Management in a Mobile Multimedia System with Guaranteed Quality-of-Service.

Qinru Qiu, Qing Wu, Massoud Pedram

Proceedings of the 38th Design Automation Conference, 2001

2000

Dynamic power management of complex systems using generalized stochastic Petri nets.

Qinru Qiu, Qing Wu, Massoud Pedram

Proceedings of the 37th Conference on Design Automation, 2000

An interleaved dual-battery power supply for battery-operated electronics.

Qing Wu, Qinru Qiu, Massoud Pedram

Proceedings of ASP-DAC 2000, 2000

1999

Stochastic modeling of a power-managed system: construction and optimization.

Qinru Qiu, Qing Wu, Massoud Pedram

Proceedings of the 1999 International Symposium on Low Power Electronics and Design, 1999

Dynamic Power Management Based on Continuous-Time Markov Decision Processes.

Qinru Qiu, Massoud Pedram

Proceedings of the 36th Conference on Design Automation, 1999

1998

Cycle-accurate macro-models for RT-level power analysis.

Qing Wu, Qinru Qiu, Massoud Pedram, Chih-Shun Ding

IEEE Trans. Very Large Scale Integr. Syst., 1998

Maximum Power Estimation Using the Limiting Distributions of Extreme Order Statistics.

Qinru Qiu, Qing Wu, Massoud Pedram

Proceedings of the 35th Conference on Design Automation, 1998