Yanjing Li

Orcid: 0000-0003-0124-0463

According to our database1, Yanjing Li authored at least 63 papers between 2008 and 2024.

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Bibliography

2024
Target-Driven Visual Navigation by Using Causal Intervention.
IEEE Trans. Intell. Veh., January, 2024

A privacy protection method for IoT nodes based on convolutional neural network.
Int. J. Reason. based Intell. Syst., 2024

UpDown: Programmable fine-grained Events for Scalable Performance on Irregular Applications.
CoRR, 2024

A Multi-Grained Symmetric Differential Equation Model for Learning Protein-Ligand Binding Dynamics.
CoRR, 2024

Drop-Connect as a Fault-Tolerance Approach for RRAM-based Deep Neural Network Accelerators.
Proceedings of the 42nd IEEE VLSI Test Symposium, 2024

Learning 1-Bit Tiny Object Detector with Discriminative Feature Refinement.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

YFlows: Systematic Dataflow Exploration and Code Generation for Efficient Neural Network Inference using SIMD Architectures on CPUs.
Proceedings of the 33rd ACM SIGPLAN International Conference on Compiler Construction, 2024

Bi-ViT: Pushing the Limit of Vision Transformer Quantization.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
A Hybrid Optical-Electrical Analog Deep Learning Accelerator Using Incoherent Optical Signals.
ACM J. Emerg. Technol. Comput. Syst., April, 2023

DCP-NAS: Discrepant Child-Parent Neural Architecture Search for 1-bit CNNs.
Int. J. Comput. Vis., 2023

A Reinforcement Learning-Based Multimodal Scenario Hazardous Behavior Recognition Method.
Int. J. Comput. Intell. Stud., 2023

A reinforcement learning-based multimodal scenario hazardous behaviour recognition method.
Int. J. Comput. Intell. Stud., 2023

SySMOL: A Hardware-software Co-design Framework for Ultra-Low and Fine-Grained Mixed-Precision Neural Networks.
CoRR, 2023

SIMD Dataflow Co-optimization for Efficient Neural Networks Inferences on CPUs.
CoRR, 2023

Confidence-driven Bounding Box Localization for Small Object Detection.
CoRR, 2023

Symmetry-Informed Geometric Representation for Molecules, Proteins, and Crystalline Materials.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Q-DM: An Efficient Low-bit Quantized Diffusion Model.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Understanding and Mitigating Hardware Failures in Deep Learning Training Systems.
Proceedings of the 50th Annual International Symposium on Computer Architecture, 2023

Representation Disparity-aware Distillation for 3D Object Detection.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Understanding Permanent Hardware Failures in Deep Learning Training Accelerator Systems.
Proceedings of the IEEE European Test Symposium, 2023

Memristor-Spikelearn: A Spiking Neural Network Simulator for Studying Synaptic Plasticity under Realistic Device and Circuit Behaviors.
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2023

Q-DETR: An Efficient Low-Bit Quantized Detection Transformer.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Implicit Diffusion Models for Continuous Super-Resolution.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Resilient Binary Neural Network.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
Filter pruning via expectation-maximization.
Neural Comput. Appl., 2022

TerViT: An Efficient Ternary Vision Transformer.
CoRR, 2022

Special Session: On the Reliability of Conventional and Quantum Neural Network Hardware.
Proceedings of the 40th IEEE VLSI Test Symposium, 2022

Not All Bits have Equal Value: Heterogeneous Precisions via Trainable Noise.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Q-ViT: Accurate and Fully Quantized Low-bit Vision Transformer.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Achieving Automotive Safety Requirements through Functional In-Field Self-Test for Deep Learning Accelerators.
Proceedings of the IEEE International Test Conference, 2022

IDa-Det: An Information Discrepancy-Aware Distillation for 1-Bit Detectors.
Proceedings of the Computer Vision - ECCV 2022, 2022

Recurrent Bilinear Optimization for Binary Neural Networks.
Proceedings of the Computer Vision, 2022

2021
Tfcancer: a manually curated database of transcription factors associated with human cancers.
Bioinform., November, 2021

Efficient Functional In-Field Self-Test for Deep Learning Accelerators.
Proceedings of the IEEE International Test Conference, 2021

A Hybrid Optical-Electrical Analog Deep Learning Accelerator Using Incoherent Optical Signals.
Proceedings of the GLSVLSI '21: Great Lakes Symposium on VLSI 2021, 2021

POEM: 1-bit Point-wise Operations based on Expectation-Maximization for Efficient Point Cloud Processing.
Proceedings of the 32nd British Machine Vision Conference 2021, 2021

2020
FIdelity: Efficient Resilience Analysis Framework for Deep Learning Accelerators.
Proceedings of the 53rd Annual IEEE/ACM International Symposium on Microarchitecture, 2020

Baldur: A Power-Efficient and Scalable Network Using All-Optical Switches.
Proceedings of the IEEE International Symposium on High Performance Computer Architecture, 2020

2019
Graph Neural Based End-to-end Data Association Framework for Online Multiple-Object Tracking.
CoRR, 2019

A Competitive Swarm Optimizer-Based Technoeconomic Optimization with Appliance Scheduling in Domestic PV-Battery Hybrid Systems.
Complex., 2019

Direct-modulated optical networks for interposer systems.
Proceedings of the 13th IEEE/ACM International Symposium on Networks-on-Chip, 2019

Time-Slicing Soft Error Resilience in Microprocessors for Reliable and Energy-Efficient Execution.
Proceedings of the IEEE International Test Conference, 2019

Two-Stream Multi-Task Network for Fashion Recognition.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Crash Skipping: A Minimal-Cost Framework for Efficient Error Recovery in Approximate Computing Environments.
Proceedings of the 2019 on Great Lakes Symposium on VLSI, 2019

Cross-Layer Resilience: Challenges, Insights, and the Road Ahead.
Proceedings of the 56th Annual Design Automation Conference 2019, 2019

Protecting Page Tables from RowHammer Attacks using Monotonic Pointers in DRAM True-Cells.
Proceedings of the Twenty-Fourth International Conference on Architectural Support for Programming Languages and Operating Systems, 2019

2017
Stowage Plan Based Slot Optimal Allocation in Rail-Water Container Terminal.
J. Control. Sci. Eng., 2017

Cross-layer refresh mitigation for efficient and reliable DRAM systems: A comparative study.
Proceedings of the IEEE International Test Conference, 2017

2014
Effective Post-Silicon Validation of System-on-Chips Using Quick Error Detection.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2014

Special session 12C: Young professionals in test - Town meeting.
Proceedings of the 32nd IEEE VLSI Test Symposium, 2014

Special session 11C: Young professionals in test - Elevator talks.
Proceedings of the 32nd IEEE VLSI Test Symposium, 2014

The resilience wall: Cross-layer solution strategies.
Proceedings of the Technical Papers of 2014 International Symposium on VLSI Design, 2014

2013
Self-repair of uncore components in robust system-on-chips: An OpenSPARC T2 case study.
Proceedings of the 2013 IEEE International Test Conference, 2013

Overcoming post-silicon validation challenges through quick error detection (QED).
Proceedings of the Design, Automation and Test in Europe, 2013

2011
Robust System Design.
IPSJ Trans. Syst. LSI Des. Methodol., 2011

Robust System Design to Overcome CMOS Reliability Challenges.
IEEE J. Emerg. Sel. Topics Circuits Syst., 2011

2010
Concurrent autonomous self-test for uncore components in system-on-chips.
Proceedings of the 28th IEEE VLSI Test Symposium, 2010

QED: Quick Error Detection tests for effective post-silicon validation.
Proceedings of the 2011 IEEE International Test Conference, 2010

Cross-layer error resilience for robust systems.
Proceedings of the 2010 International Conference on Computer-Aided Design, 2010

2009
Overcoming Early-Life Failure and Aging for Robust Systems.
IEEE Des. Test Comput., 2009

Operating system scheduling for efficient online self-test in robust systems.
Proceedings of the 2009 International Conference on Computer-Aided Design, 2009

2008
VAST: Virtualization-Assisted Concurrent Autonomous Self-Test.
Proceedings of the 2008 IEEE International Test Conference, 2008

CASP: Concurrent Autonomous Chip Self-Test Using Stored Test Patterns.
Proceedings of the Design, Automation and Test in Europe, 2008


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