Huili Chen

Orcid: 0000-0003-3609-1904

According to our database1, Huili Chen authored at least 67 papers between 2012 and 2024.

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Bibliography

2024
Intellectual Property Protection of Deep-Learning Systems via Hardware/Software Co-Design.
IEEE Des. Test, 2024

Integrating Flow Theory and Adaptive Robot Roles: A Conceptual Model of Dynamic Robot Role Adaptation for the Enhanced Flow Experience in Long-term Multi-person Human-Robot Interactions.
Proceedings of the 2024 ACM/IEEE International Conference on Human-Robot Interaction, 2024

2023
Systemization of Knowledge: Robust Deep Learning using Hardware-software co-design in Centralized and Federated Settings.
ACM Trans. Design Autom. Electr. Syst., November, 2023

AdaTest: Reinforcement Learning and Adaptive Sampling for On-chip Hardware Trojan Detection.
ACM Trans. Embed. Comput. Syst., March, 2023

Tutorial: Toward Robust Deep Learning against Poisoning Attacks.
ACM Trans. Embed. Comput. Syst., 2023

Dyadic Affect in Parent-Child Multimodal Interaction: Introducing the DAMI-P2C Dataset and its Preliminary Analysis.
IEEE Trans. Affect. Comput., 2023

Bilateral filter-oriented multi-scale CNN fusion model for single image dehazing.
Int. J. Comput. Vis. Robotics, 2023

Comparative Analysis of Deep Learning Models for Brand Logo Classification in Real-World Scenarios.
CoRR, 2023

Smarter Contracts: Detecting Vulnerabilities in Smart Contracts with Deep Transfer Learning.
Proceedings of the 30th Annual Network and Distributed System Security Symposium, 2023

Joint Engagement Classification using Video Augmentation Techniques for Multi-person HRI in the wild.
Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, 2023

2022
Safe distance prediction for braking control of bridge cranes considering anti-swing.
Int. J. Intell. Syst., 2022

Joint Engagement Classification using Video Augmentation Techniques for Multi-person Human-robot Interaction.
CoRR, 2022

PerD: Perturbation Sensitivity-based Neural Trojan Detection Framework on NLP Applications.
CoRR, 2022

An Adaptive Black-box Backdoor Detection Method for Deep Neural Networks.
CoRR, 2022

Backdoor Defense in Federated Learning Using Differential Testing and Outlier Detection.
CoRR, 2022


Designing Long-term Parent-child-robot Triadic Interaction at Home through Lived Technology Experiences and Interviews.
Proceedings of the 31st IEEE International Conference on Robot and Human Interactive Communication, 2022

Self-Aware Personalized Federated Learning.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021
Toward Designing Social Human-Robot Interactions for Deep Space Exploration.
CoRR, 2021

ESCORT: Ethereum Smart COntRacTs Vulnerability Detection using Deep Neural Network and Transfer Learning.
CoRR, 2021

TAD: Trigger Approximation based Black-box Trojan Detection for AI.
CoRR, 2021

ProFlip: Targeted Trojan Attack with Progressive Bit Flips.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Body Gesture and Head Movement Analyses in Dyadic Parent-Child Interaction as Indicators of Relationship.
Proceedings of the 16th IEEE International Conference on Automatic Face and Gesture Recognition, 2021

2020
Security of Microfluidic Biochip: Practical Attacks and Countermeasures.
ACM Trans. Design Autom. Electr. Syst., 2020

Enhancing Model Parallelism in Neural Architecture Search for Multidevice System.
IEEE Micro, 2020

Trustworthy AI Inference Systems: An Industry Research View.
CoRR, 2020

Teaching and learning with children: Impact of reciprocal peer learning with a social robot on children's learning and emotive engagement.
Comput. Educ., 2020

FlowTrojan: Insertion and Detection of Hardware Trojans on Flow-Based Microfluidic Biochips.
Proceedings of the 18th IEEE International New Circuits and Systems Conference, 2020

SpecMark: A Spectral Watermarking Framework for IP Protection of Speech Recognition Systems.
Proceedings of the Interspeech 2020, 2020

Dyadic Speech-based Affect Recognition using DAMI-P2C Parent-child Multimodal Interaction Dataset.
Proceedings of the ICMI '20: International Conference on Multimodal Interaction, 2020

Impact of Interaction Context on the Student Affect-Learning Relationship in Child-Robot Interaction.
Proceedings of the HRI '20: ACM/IEEE International Conference on Human-Robot Interaction, 2020

Unified Architectural Support for Secure and Robust Deep Learning.
Proceedings of the 57th ACM/IEEE Design Automation Conference, 2020

Developing Privacy-preserving AI Systems: The Lessons learned.
Proceedings of the 57th ACM/IEEE Design Automation Conference, 2020

AHEC: End-to-end Compiler Framework for Privacy-preserving Machine Learning Acceleration.
Proceedings of the 57th ACM/IEEE Design Automation Conference, 2020

2019
A Neural-based Program Decompiler.
CoRR, 2019

BlackMarks: Blackbox Multibit Watermarking for Deep Neural Networks.
CoRR, 2019

Coda: An End-to-End Neural Program Decompiler.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

DeepMarks: A Secure Fingerprinting Framework for Digital Rights Management of Deep Learning Models.
Proceedings of the 2019 on International Conference on Multimedia Retrieval, 2019

DeepAttest: an end-to-end attestation framework for deep neural networks.
Proceedings of the 46th International Symposium on Computer Architecture, 2019

DeepInspect: A Black-box Trojan Detection and Mitigation Framework for Deep Neural Networks.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

PlaidML-HE: Acceleration of Deep Learning Kernels to Compute on Encrypted Data.
Proceedings of the 37th IEEE International Conference on Computer Design, 2019

GenUnlock: An Automated Genetic Algorithm Framework for Unlocking Logic Encryption.
Proceedings of the International Conference on Computer-Aided Design, 2019

SimBNN: A Similarity-Aware Binarized Neural Network Acceleration Framework.
Proceedings of the 27th IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2019

DeepSigns: An End-to-End Watermarking Framework for Ownership Protection of Deep Neural Networks.
Proceedings of the Twenty-Fourth International Conference on Architectural Support for Programming Languages and Operating Systems, 2019

2018
DeepSigns: A Generic Watermarking Framework for IP Protection of Deep Learning Models.
IACR Cryptol. ePrint Arch., 2018

DeepMarks: A Digital Fingerprinting Framework for Deep Neural Networks.
IACR Cryptol. ePrint Arch., 2018

Performance Comparison of Contemporary DNN Watermarking Techniques.
CoRR, 2018

Optimal Design of S Band with Graphene Frequency Multiplier.
Proceedings of the Communications, Signal Processing, and Systems, 2018

A Social Robot System for Modeling Children's Word Pronunciation: Socially Interactive Agents Track.
Proceedings of the 17th International Conference on Autonomous Agents and MultiAgent Systems, 2018

Multimodal-multisensor affect detection.
Proceedings of the Handbook of Multimodal-Multisensor Interfaces: Foundations, User Modeling, and Common Modality Combinations, 2018

2017
Improving Identification of Key Players in Aging via Network De-Noising and Core Inference.
IEEE ACM Trans. Comput. Biol. Bioinform., 2017

BioChipWork: Reverse Engineering of Microfluidic Biochips.
Proceedings of the 2017 IEEE International Conference on Computer Design, 2017

Face Forward: Detecting Mind Wandering from Video During Narrative Film Comprehension.
Proceedings of the Artificial Intelligence in Education - 18th International Conference, 2017

2016
Exploring the structure and function of temporal networks with dynamic graphlets.
Bioinform., 2016

Where's Your Mind At?: Video-Based Mind Wandering Detection During Film Viewing.
Proceedings of the 2016 Conference on User Modeling Adaptation and Personalization, 2016

2015
Accuracy vs. Availability Heuristic in Multimodal Affect Detection in the Wild.
Proceedings of the 2015 ACM on International Conference on Multimodal Interaction, Seattle, WA, USA, November 09, 2015

2014
Numerical and experimental study on confinement in Y-shaped post wall branching waveguide.
Mob. Inf. Syst., 2014

Resonator in Two Dimensional Photonic Crystal Structure with Square Lattice by Metallic Pillars.
Proceedings of the Eighth International Conference on Complex, 2014

Numerical Analysis of Y-Shaped Branch Waveguide in Photonic Crystal Structures and Its Application.
Proceedings of the Ninth International Conference on Broadband and Wireless Computing, 2014

Propagation Constant Measurement in Two Dimensional Post Array Waveguide with Triangular Lattice by Metallic Pillars.
Proceedings of the Ninth International Conference on Broadband and Wireless Computing, 2014

Experimental Study on Crank-Shaped Waveguide in 2D Post Array.
Proceedings of the Ninth International Conference on Broadband and Wireless Computing, 2014

Improving identification of key players in aging via network de-noising.
Proceedings of the 5th ACM Conference on Bioinformatics, 2014

2013
Numerical and Experimental Study on Y-Shaped Branch Waveguide by Post Wall.
Proceedings of the 16th International Conference on Network-Based Information Systems, 2013

Studies on Loss Evaluation of Bending in Post Wall Waveguide for Microwave Transmission.
Proceedings of the Information Technology Convergence, 2013

Resonance of Cavity in Two-Dimensional Square-Lattice Photonic Crystal by Metallic Pillars.
Proceedings of the 2013 Eighth International Conference on Broadband and Wireless Computing, 2013

2012
Numerical and Experimental Study on Confinement of Microwave in Dielectric and Metallic Post Array Waveguide.
Proceedings of the 15th International Conference on Network-Based Information Systems, 2012

Numerical and Experimental Study on Y-Shaped Branch by Post Array Waveguide.
Proceedings of the 2012 Seventh International Conference on Broadband, 2012


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