Siyuan Liang

Orcid: 0000-0002-6154-0233

According to our database¹, Siyuan Liang authored at least 80 papers between 2017 and 2024.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

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In proceedings

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PhD thesis

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On csauthors.net:

Bibliography

2024

Chinese nested entity recognition method for the finance domain based on heterogeneous graph network.

[BibT_eX]

[DOI]

Inf. Process. Manag., 2024

SafeBench: A Safety Evaluation Framework for Multimodal Large Language Models.

[BibT_eX]

[DOI]

CoRR, 2024

NoVo: Norm Voting off Hallucinations with Attention Heads in Large Language Models.

[BibT_eX]

[DOI]

CoRR, 2024

Patch is Enough: Naturalistic Adversarial Patch against Vision-Language Pre-training Models.

[BibT_eX]

[DOI]

CoRR, 2024

Efficient Backdoor Defense in Multimodal Contrastive Learning: A Token-Level Unlearning Method for Mitigating Threats.

[BibT_eX]

[DOI]

CoRR, 2024

Towards Robust Object Detection: Identifying and Removing Backdoors via Module Inconsistency Analysis.

[BibT_eX]

[DOI]

Xianda Zhang

Siyuan Liang

CoRR, 2024

Adversarial Backdoor Defense in CLIP.

[BibT_eX]

[DOI]

CoRR, 2024

Module-wise Adaptive Adversarial Training for End-to-end Autonomous Driving.

[BibT_eX]

[DOI]

CoRR, 2024

Compromising Embodied Agents with Contextual Backdoor Attacks.

[BibT_eX]

[DOI]

CoRR, 2024

GenderBias-VL: Benchmarking Gender Bias in Vision Language Models via Counterfactual Probing.

[BibT_eX]

[DOI]

CoRR, 2024

Revisiting Backdoor Attacks against Large Vision-Language Models.

[BibT_eX]

[DOI]

CoRR, 2024

Jailbreak Vision Language Models via Bi-Modal Adversarial Prompt.

[BibT_eX]

[DOI]

CoRR, 2024

LanEvil: Benchmarking the Robustness of Lane Detection to Environmental Illusions.

[BibT_eX]

[DOI]

CoRR, 2024

Breaking the False Sense of Security in Backdoor Defense through Re-Activation Attack.

[BibT_eX]

[DOI]

Mingli Zhu

Siyuan Liang

Baoyuan Wu

CoRR, 2024

Environmental Matching Attack Against Unmanned Aerial Vehicles Object Detection.

[BibT_eX]

[DOI]

Dehong Kong

Siyuan Liang

Wenqi Ren

CoRR, 2024

Object Detectors in the Open Environment: Challenges, Solutions, and Outlook.

[BibT_eX]

[DOI]

CoRR, 2024

Unlearning Backdoor Threats: Enhancing Backdoor Defense in Multimodal Contrastive Learning via Local Token Unlearning.

[BibT_eX]

[DOI]

CoRR, 2024

Semantic Mirror Jailbreak: Genetic Algorithm Based Jailbreak Prompts Against Open-source LLMs.

[BibT_eX]

[DOI]

CoRR, 2024

VL-Trojan: Multimodal Instruction Backdoor Attacks against Autoregressive Visual Language Models.

[BibT_eX]

[DOI]

CoRR, 2024

Mid-Infrared Hollow-Core Waveguide Gas Sensor for Low-Concentration Sulfur Hexafluor Detection.

[BibT_eX]

[DOI]

IEEE Access, 2024

CNN-Based Digital Twin Model for Ultra-High Voltage Direct Current System Loss Measurement.

[BibT_eX]

[DOI]

IEEE Access, 2024

Random Error Elimination Algorithm of Microelectromechanical Gyroscope Array.

[BibT_eX]

[DOI]

Siyuan Liang

Xuguang Li

Guodong Duan

Proceedings of the 99th IEEE Vehicular Technology Conference, 2024

Towards Robust Physical-world Backdoor Attacks on Lane Detection.

[BibT_eX]

[DOI]

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Multimodal Unlearnable Examples: Protecting Data against Multimodal Contrastive Learning.

[BibT_eX]

[DOI]

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

<i>LanEvil</i>: Benchmarking the Robustness of Lane Detection to Environmental Illusions.

[BibT_eX]

[DOI]

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Towards Robust Object Detection: Identifying and Removing Backdoors via Module Inconsistency Analysis.

[BibT_eX]

[DOI]

Xianda Zhang

Siyuan Liang

Chengyang Li

Proceedings of the Pattern Recognition - 27th International Conference, 2024

Poisoned Forgery Face: Towards Backdoor Attacks on Face Forgery Detection.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Less is More: Fewer Interpretable Region via Submodular Subset Selection.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Learning Representations, 2024

LaMUX: Optimized Logic-Gate-Enabled High-Performance Microfluidic Multiplexer Design.

[BibT_eX]

[DOI]

Proceedings of the 61st ACM/IEEE Design Automation Conference, 2024

Late Breaking Results: Efficient Built-in Self-Test for Microfluidic Large-Scale Integration (mLSI).

[BibT_eX]

[DOI]

Proceedings of the 61st ACM/IEEE Design Automation Conference, 2024

Hide in Thicket: Generating Imperceptible and Rational Adversarial Perturbations on 3D Point Clouds.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

BadCLIP: Dual-Embedding Guided Backdoor Attack on Multimodal Contrastive Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Does Few-Shot Learning Suffer from Backdoor Attacks?

[BibT_eX]

[DOI]

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Learning to Optimize Permutation Flow Shop Scheduling via Graph-Based Imitation Learning.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Correlation Matching Transformation Transformers for UHD Image Restoration.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Deep learning-based lightweight radar target detection method.

[BibT_eX]

[DOI]

J. Real Time Image Process., August, 2023

Privacy-Enhancing Face Obfuscation Guided by Semantic-Aware Attribution Maps.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Forensics Secur., 2023

A classification algorithm based on improved meta learning and transfer learning for few-shot medical images.

[BibT_eX]

[DOI]

IET Image Process., 2023

Pre-trained Trojan Attacks for Visual Recognition.

[BibT_eX]

[DOI]

CoRR, 2023

SA-Attack: Improving Adversarial Transferability of Vision-Language Pre-training Models via Self-Augmentation.

[BibT_eX]

[DOI]

CoRR, 2023

Improving Adversarial Transferability by Stable Diffusion.

[BibT_eX]

[DOI]

CoRR, 2023

Optimal Inter-area Oscillation Damping Control: A Transfer Deep Reinforcement Learning Approach with Switching Control Strategy.

[BibT_eX]

[DOI]

CoRR, 2023

Real-Time Monitoring Method for Thyristor Losses in Ultra High Voltage Converter Station Based on Wavelet Optimized GA-BP Neural Network.

[BibT_eX]

[DOI]

IEEE Access, 2023

Semantic map construction based on LIDAR and vision fusion.

[BibT_eX]

[DOI]

Proceedings of the 98th IEEE Vehicular Technology Conference, 2023

X-Adv: Physical Adversarial Object Attacks against X-ray Prohibited Item Detection.

[BibT_eX]

[DOI]

Proceedings of the 32nd USENIX Security Symposium, 2023

Exploring Inconsistent Knowledge Distillation for Object Detection with Data Augmentation.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Multimedia, 2023

Isolation and Induction: Training Robust Deep Neural Networks against Model Stealing Attacks.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Multimedia, 2023

Face Encryption via Frequency-Restricted Identity-Agnostic Attacks.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Multimedia, 2023

ARMM: Adaptive Reliability Quantification Model of Microfluidic Designs and its Graph-Transformer-Based Implementation.

[BibT_eX]

[DOI]

Proceedings of the IEEE/ACM International Conference on Computer Aided Design, 2023

The Progressive Detectors and Discriminative Feature Descriptors Combining Global and Local Information.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2023, 2023

Exploring the Relationship Between Architectural Design and Adversarially Robust Generalization.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Universal Watermark Vaccine: Universal Adversarial Perturbations for Watermark Protection.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Diversifying the High-level Features for better Adversarial Transferability.

[BibT_eX]

[DOI]

Proceedings of the 34th British Machine Vision Conference 2023, 2023

Improving Robust Fariness via Balance Adversarial Training.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

Generating Transferable 3D Adversarial Point Cloud via Random Perturbation Factorization.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Edge YOLO: Real-Time Intelligent Object Detection System Based on Edge-Cloud Cooperation in Autonomous Vehicles.

[BibT_eX]

[DOI]

Mohammad Mehedi Hassan

Keping Yu

IEEE Trans. Intell. Transp. Syst., 2022

Learning to Optimize Permutation Flow Shop Scheduling via Graph-based Imitation Learning.

[BibT_eX]

[DOI]

CoRR, 2022

Exploring the Relationship between Architecture and Adversarially Robust Generalization.

[BibT_eX]

[DOI]

CoRR, 2022

Rethinking Data Augmentation in Knowledge Distillation for Object Detection.

[BibT_eX]

[DOI]

CoRR, 2022

Improving Robust Fairness via Balance Adversarial Training.

[BibT_eX]

[DOI]

CoRR, 2022

Adaptive Perturbation Generation for Multiple Backdoors Detection.

[BibT_eX]

[DOI]

CoRR, 2022

Edge YOLO: Real-Time Intelligent Object Detection System Based on Edge-Cloud Cooperation in Autonomous Vehicles.

[BibT_eX]

[DOI]

Siyuan Liang

Hao Wu

CoRR, 2022

Fast Transient Stability Prediction Using Grid-informed Temporal and Topological Embedding Deep Neural Network.

[BibT_eX]

[DOI]

CoRR, 2022

Imitated Detectors: Stealing Knowledge of Black-box Object Detectors.

[BibT_eX]

[DOI]

Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

CoMUX: Combinatorial-Coding-Based High-Performance Microfluidic Control Multiplexer Design.

[BibT_eX]

[DOI]

Proceedings of the 41st IEEE/ACM International Conference on Computer-Aided Design, 2022

Channel Estimation Algorithm for IM/DD-OFDM/OQAM-PON System in Industrial Internet Based on Compressed Sensing.

[BibT_eX]

[DOI]

Proceedings of the 2022 IEEE International Conference on Communications Workshops, 2022

SimpleDG: Simple Domain Generalization Baseline Without Bells and Whistles.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022

A Large-Scale Multiple-objective Method for Black-box Attack Against Object Detection.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2022, 2022

Channel Estimation Algorithm of OFDM-RoF System in 5G Mobile Front-end Network Based on Artificial Neural Network.

[BibT_eX]

[DOI]

Proceedings of the 5th International Conference on Artificial Intelligence and Pattern Recognition, 2022

2021

Parallel Rectangle Flip Attack: A Query-based Black-box Attack against Object Detection.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Energy Balanced Clustering Routing Protocol for Wireless Sensor Networks.

[BibT_eX]

[DOI]

Proceedings of the 10th IEEE/CIC International Conference on Communications in China, 2021

Realization of comprehensive monitoring and friendly evaluation system for gas environment of rail transit station.

[BibT_eX]

[DOI]

Proceedings of the ICAIIS 2021: 2021 2nd International Conference on Artificial Intelligence and Information Systems, Chongqing, China, May 28, 2021

LMS Channel Estimation Algorithm for IM/DD-OFDM/OQAM-PON Systems in 5G-Enabled Industrial Internet.

[BibT_eX]

[DOI]

Proceedings of the IEEE Globecom 2021 Workshops, Madrid, Spain, December 7-11, 2021, 2021

2020

High-Efficiency Wavelet Compressive Fusion for Improving MEMS Array Performance.

[BibT_eX]

[DOI]

Sensors, 2020

Efficient Adversarial Attacks for Visual Object Tracking.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2020, 2020

2019

Transferable Adversarial Attacks for Image and Video Object Detection.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

2018

Transferable Adversarial Attacks for Image and Video Object Detection.

[BibT_eX]

[DOI]

CoRR, 2018

Reinforcement Learning based Anti-jamming Frequency Hopping Strategies Design for Cognitive Radar.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Signal Processing, 2018

Differentially Variable Genes of Oral Squamous Cell Carcinoma.

[BibT_eX]

[DOI]

Proceedings of the 3rd International Conference on Crowd Science and Engineering, 2018

2017

Alcohol-Induced Differential Variable Genes.

[BibT_eX]

[DOI]

Proceedings of the 41st IEEE Annual Computer Software and Applications Conference, 2017

Siyuan Liang

Timeline

Legend:

Links

On csauthors.net:

Bibliography

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