Jinjun Xiong

According to our database1, Jinjun Xiong authored at least 105 papers between 2002 and 2019.

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Bibliography

2019
Automatic Curation of Sports Highlights Using Multimodal Excitement Features.
IEEE Trans. Multimedia, 2019

Evaluating Characteristics of CUDA Communication Primitives on High-Bandwidth Interconnects.
Proceedings of the 2019 ACM/SPEC International Conference on Performance Engineering, 2019

MLModelScope: Evaluate and Introspect Cognitive Pipelines.
Proceedings of the 2019 IEEE World Congress on Services, 2019

Reinforcement Learning Based Text Style Transfer without Parallel Training Corpus.
Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Accelerating reduction and scan using tensor core units.
Proceedings of the ACM International Conference on Supercomputing, 2019

On the Universal Approximability and Complexity Bounds of Quantized ReLU Neural Networks.
Proceedings of the 7th International Conference on Learning Representations, 2019

FPGA/DNN Co-Design: An Efficient Design Methodology for IoT Intelligence on the Edge.
Proceedings of the 56th Annual Design Automation Conference 2019, 2019

Equipping Educational Applications with Domain Knowledge.
Proceedings of the Fourteenth Workshop on Innovative Use of NLP for Building Educational Applications, 2019

FlatFlash: Exploiting the Byte-Accessibility of SSDs within a Unified Memory-Storage Hierarchy.
Proceedings of the Twenty-Fourth International Conference on Architectural Support for Programming Languages and Operating Systems, 2019

Implementing neural machine translation with bi-directional GRU and attention mechanism on FPGAs using HLS.
Proceedings of the 24th Asia and South Pacific Design Automation Conference, 2019

SCNN: A General Distribution Based Statistical Convolutional Neural Network with Application to Video Object Detection.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

TrIMS: Transparent and Isolated Model Sharing for Low Latency Deep Learning Inference in Function-as-a-Service.
Proceedings of the 12th IEEE International Conference on Cloud Computing, 2019

2018
Data Recovery and Subspace Clustering From Quantized and Corrupted Measurements.
J. Sel. Topics Signal Processing, 2018

NUMA-Aware Data-Transfer Measurements for Power/NVLink Multi-GPU Systems.
Proceedings of the High Performance Computing, 2018

Application-Transparent Near-Memory Processing Architecture with Memory Channel Network.
Proceedings of the 51st Annual IEEE/ACM International Symposium on Microarchitecture, 2018

Computational Creativity for Valid Rube Goldberg Machines.
Proceedings of the Ninth International Conference on Computational Creativity, 2018

DNNBuilder: an automated tool for building high-performance DNN hardware accelerators for FPGAs.
Proceedings of the International Conference on Computer-Aided Design, 2018

Collaborative (CPU + GPU) Algorithms for Triangle Counting and Truss Decomposition.
Proceedings of the 2018 IEEE High Performance Extreme Computing Conference, 2018

Triangle Counting and Truss Decomposition using FPGA.
Proceedings of the 2018 IEEE High Performance Extreme Computing Conference, 2018

Face Recognition with Hybrid Efficient Convolution Algorithms on FPGAs.
Proceedings of the 2018 on Great Lakes Symposium on VLSI, 2018

AccDNN: An IP-Based DNN Generator for FPGAs.
Proceedings of the 26th IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2018

TS ^2 2 C: Tight Box Mining with Surrounding Segmentation Context for Weakly Supervised Object Detection.
Proceedings of the Computer Vision - ECCV 2018, 2018

Revisiting RCNN: On Awakening the Classification Power of Faster RCNN.
Proceedings of the Computer Vision - ECCV 2018, 2018

The Excitement of Sports: Automatic Highlights Using Audio/Visual Cues.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

Optimizing Boiler Control in Real-Time with Machine Learning for Sustainability.
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

Biomedical Image Segmentation Using Fully Convolutional Networks on TrueNorth.
Proceedings of the 31st IEEE International Symposium on Computer-Based Medical Systems, 2018

Tutorial-1: Machine learning and deep learning.
Proceedings of the 23rd Asia and South Pacific Design Automation Conference, 2018

Large-scale short-term urban taxi demand forecasting using deep learning.
Proceedings of the 23rd Asia and South Pacific Design Automation Conference, 2018

Document Similarity for Texts of Varying Lengths via Hidden Topics.
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

2017
Demand-Side Management of Domestic Electric Water Heaters Using Approximate Dynamic Programming.
IEEE Trans. on CAD of Integrated Circuits and Systems, 2017

Heterogeneous Computing Meets Near-Memory Acceleration and High-Level Synthesis in the Post-Moore Era.
IEEE Micro, 2017

Interpretable and Globally Optimal Prediction for Textual Grounding using Image Concepts.
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

Rebooting the Data Access Hierarchy of Computing Systems.
Proceedings of the IEEE International Conference on Rebooting Computing, 2017

Collaborative (CPU + GPU) algorithms for triangle counting and truss decomposition on the Minsky architecture: Static graph challenge: Subgraph isomorphism.
Proceedings of the 2017 IEEE High Performance Extreme Computing Conference, 2017

2016
On the Optimal Threshold Voltage Computation of On-Chip Noise Sensors.
IEEE Trans. on CAD of Integrated Circuits and Systems, 2016

Novel applications of deep learning hidden features for adaptive testing.
Proceedings of the 21st Asia and South Pacific Design Automation Conference, 2016

2015
Multi-threading based parallel dynamic simulator for transient behavior analysis of power systems.
Proceedings of the 2015 IEEE International Conference on Smart Grid Communications, 2015

Optimal selected phasor measurement units for identifying multiple line outages in smart grid.
Proceedings of the 2015 IEEE Power & Energy Society Innovative Smart Grid Technologies Conference, 2015

Modern Big Data Analytics for "Old-fashioned" Semiconductor Industry Applications.
Proceedings of the IEEE/ACM International Conference on Computer-Aided Design, 2015

A Resource Supply-Demand based Approach for Automatic MapReduce Job Optimization.
Proceedings of the 17th IEEE International Conference on High Performance Computing and Communications, 2015

2014
On the Deployment of On-Chip Noise Sensors.
IEEE Trans. on CAD of Integrated Circuits and Systems, 2014

A novel grid load management technique using electric water heaters and Q-learning.
Proceedings of the 2014 IEEE International Conference on Smart Grid Communications, 2014

Novel geospatial interpolation analytics for general meteorological measurements.
Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014

Ambiguity group based location recognition for multiple power line outages in smart grids.
Proceedings of the IEEE PES Innovative Smart Grid Technologies Conference, 2014

Real time anomaly detection in wide area monitoring of smart grids.
Proceedings of the IEEE/ACM International Conference on Computer-Aided Design, 2014

Variation aware optimal threshold voltage computation for on-chip noise sensors.
Proceedings of the IEEE/ACM International Conference on Computer-Aided Design, 2014

MSim: A general cycle accurate simulation platform for memcomputing studies.
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2014

2013
Order statistics for correlated random variables and its application to at-speed testing.
ACM Trans. Design Autom. Electr. Syst., 2013

Eagle-eye: a near-optimal statistical framework for noise sensor placement.
Proceedings of the IEEE/ACM International Conference on Computer-Aided Design, 2013

2012
Fourier Series Approximation for Max Operation in Non-Gaussian and Quadratic Statistical Static Timing Analysis.
IEEE Trans. VLSI Syst., 2012

Fast Statistical Full-Chip Leakage Analysis for Nanometer VLSI Systems.
ACM Trans. Design Autom. Electr. Syst., 2012

Path Criticality Computation in Parameterized Statistical Timing Analysis Using a Novel Operator.
IEEE Trans. on CAD of Integrated Circuits and Systems, 2012

A dynamic method for efficient random mismatch characterization of standard cells.
Proceedings of the 2012 IEEE/ACM International Conference on Computer-Aided Design, 2012

Timing analysis with nonseparable statistical and deterministic variations.
Proceedings of the 49th Annual Design Automation Conference 2012, 2012

Reversible statistical max/min operation: concept and applications to timing.
Proceedings of the 49th Annual Design Automation Conference 2012, 2012

A distributed scheme for fair EV charging under transmission constraints.
Proceedings of the American Control Conference, 2012

2011
Runtime Resonance Noise Reduction with Current Prediction Enabled Frequency Actuator.
IEEE Trans. VLSI Syst., 2011

Contingency constrained economic dispatch in smart grids with correlated demands.
Proceedings of the IEEE Second International Conference on Smart Grid Communications, 2011

Optimal statistical chip disposition.
Proceedings of the 2011 IEEE/ACM International Conference on Computer-Aided Design, 2011

Acceleration of Multi-agent Simulation on FPGAs.
Proceedings of the International Conference on Field Programmable Logic and Applications, 2011

Testability driven statistical path selection.
Proceedings of the 48th Design Automation Conference, 2011

Path criticality computation in parameterized statistical timing analysis.
Proceedings of the 16th Asia South Pacific Design Automation Conference, 2011

2010
A linear statistical analysis for full-chip leakage power with spatial correlation.
Proceedings of the 20th ACM Great Lakes Symposium on VLSI 2009, 2010

A linear algorithm for full-chip statistical leakage power analysis considering weak spatial correlation.
Proceedings of the 47th Design Automation Conference, 2010

Transistor sizing of custom high-performance digital circuits with parametric yield considerations.
Proceedings of the 47th Design Automation Conference, 2010

2009
Optimal Test Margin Computation for At-Speed Structural Test.
IEEE Trans. on CAD of Integrated Circuits and Systems, 2009

Statistical Power Analysis for High-Performance Processors.
J. Low Power Electronics, 2009

Voltage binning under process variation.
Proceedings of the 2009 International Conference on Computer-Aided Design, 2009

Statistical ordering of correlated timing quantities and its application for path ranking.
Proceedings of the 46th Design Automation Conference, 2009

Statistical multilayer process space coverage for at-speed test.
Proceedings of the 46th Design Automation Conference, 2009

Incremental and on-demand random walk for iterative power distribution network analysis.
Proceedings of the 14th Asia South Pacific Design Automation Conference, 2009

Stochastic current prediction enabled frequency actuator for runtime resonance noise reduction.
Proceedings of the 14th Asia South Pacific Design Automation Conference, 2009

2008
Fashion: A Fast and Accurate Solution to Global Routing Problem.
IEEE Trans. on CAD of Integrated Circuits and Systems, 2008

Statistical Modeling and Analysis of Static Leakage and Dynamic Switching Power.
Proceedings of the Integrated Circuit and System Design. Power and Timing Modeling, 2008

Statistical path selection for at-speed test.
Proceedings of the 2008 International Conference on Computer-Aided Design, 2008

An Efficient Method for Chip-Level Statistical Capacitance Extraction Considering Process Variations with Spatial Correlation.
Proceedings of the Design, Automation and Test in Europe, 2008

Optimal Margin Computation for At-Speed Test.
Proceedings of the Design, Automation and Test in Europe, 2008

Incremental Criticality and Yield Gradients.
Proceedings of the Design, Automation and Test in Europe, 2008

Non-Gaussian statistical timing analysis using second-order polynomial fitting.
Proceedings of the 13th Asia South Pacific Design Automation Conference, 2008

Static timing: Back to our roots.
Proceedings of the 13th Asia South Pacific Design Automation Conference, 2008

2007
Probabilistic Transitive-Closure Ordering and Its Application on Variational Buffer Insertion.
IEEE Trans. on CAD of Integrated Circuits and Systems, 2007

Simultaneous Buffer Insertion and Wire Sizing Considering Systematic CMP Variation and Random Leff Variation.
IEEE Trans. on CAD of Integrated Circuits and Systems, 2007

Compact modeling of variational waveforms.
Proceedings of the 2007 International Conference on Computer-Aided Design, 2007

Efficient decoupling capacitance budgeting considering operation and process variations.
Proceedings of the 2007 International Conference on Computer-Aided Design, 2007

Variation-aware performance verification using at-speed structural test and statistical timing.
Proceedings of the 2007 International Conference on Computer-Aided Design, 2007

Non-Linear Statistical Static Timing Analysis for Non-Gaussian Variation Sources.
Proceedings of the 44th Design Automation Conference, 2007

DpRouter: A Fast and Accurate Dynamic-Pattern-Based Global Routing Algorithm.
Proceedings of the 12th Conference on Asia South Pacific Design Automation, 2007

2006
Robust extraction of spatial correlation.
Proceedings of the 2006 International Symposium on Physical Design, 2006

Fast buffer insertion considering process variations.
Proceedings of the 2006 International Symposium on Physical Design, 2006

FPGA Performance Optimization Via Chipwise Placement Considering Process Variations.
Proceedings of the 2006 International Conference on Field Programmable Logic and Applications (FPL), 2006

Criticality computation in parameterized statistical timing.
Proceedings of the 43rd Design Automation Conference, 2006

Constraint driven I/O planning and placement for chip-package co-design.
Proceedings of the 2006 Conference on Asia South Pacific Design Automation: ASP-DAC 2006, 2006

Techniques of Power-gating to Kill Sub-Threshold Leakage.
Proceedings of the IEEE Asia Pacific Conference on Circuits and Systems 2006, 2006

2005
Extended global routing with RLC crosstalk constraints.
IEEE Trans. VLSI Syst., 2005

Simultaneous buffer insertion and wire sizing considering systematic CMP variation and random leff variation.
Proceedings of the 2005 International Symposium on Physical Design, 2005

Buffer Insertion Considering Process Variation.
Proceedings of the 2005 Design, 2005

Probabilistic congestion model considering shielding for crosstalk reduction.
Proceedings of the 2005 Conference on Asia South Pacific Design Automation, 2005

A Min-area Solution to Performance and RLC Crosstalk Driven Global Routing Problem.
Proceedings of the 2005 Conference on Asia South Pacific Design Automation, 2005

2004
Full-chip routing optimization with RLC crosstalk budgeting.
IEEE Trans. on CAD of Integrated Circuits and Systems, 2004

On optimal physical synthesis of sleep transistors.
Proceedings of the 2004 International Symposium on Physical Design, 2004

Shielding area optimization under the solution of interconnect crosstalk.
Proceedings of the 2004 International Symposium on Circuits and Systems, 2004

Performance and RLC crosstalk driven global routing.
Proceedings of the 2004 International Symposium on Circuits and Systems, 2004

Full-Chip Multilevel Routing for Power and Signal Integrity.
Proceedings of the 2004 Design, 2004

2003
Effects of Load and Speed on Lumbar Vertebral Kinematics during Lifting Motions.
Human Factors, 2003

2002
Post global routing RLC crosstalk budgeting.
Proceedings of the 2002 IEEE/ACM International Conference on Computer-aided Design, 2002


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