Huili Chen

According to our database, Huili Chen authored at least 71 papers between 2012 and 2024.

Collaborative distances:

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

2024

Face forgery detection by progressively enhancing spatial and frequency-aware features.

Yongfeng Qi, Shengcong Wen, Hengrui Zhang, Anye Liang, Huili Chen, Panpan Cao

Multim. Syst., June, 2024

A two-way coupled CHANS model for flood emergency management, with a focus on temporary flood defences.

Haoyang Qin, Qiuhua Liang, Huili Chen, Varuna De Silva

Environ. Model. Softw., 2024

Intellectual Property Protection of Deep-Learning Systems via Hardware/Software Co-Design.

Huili Chen, Cheng Fu, Bita Darvish Rouhani, Jishen Zhao, Farinaz Koushanfar

IEEE Des. Test, 2024

Adaptive module and accurate heatmap translator for multi-person human pose estimation.

Yongfeng Qi, Hengrui Zhang, Shengcong Wen, Anye Liang, Panpan Cao, Huili Chen

Comput. Graph., 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.

Huili Chen, Sharifa Alghowinem, Cynthia Breazeal, Hae Won Park

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.

Ruisi Zhang, Shehzeen Hussain, Huili Chen, Mojan Javaheripi, Farinaz Koushanfar

ACM Trans. Design Autom. Electr. Syst., November, 2023

AdaTest: Reinforcement Learning and Adaptive Sampling for On-chip Hardware Trojan Detection.

Huili Chen, Xinqiao Zhang, Ke Huang, Farinaz Koushanfar

ACM Trans. Embed. Comput. Syst., March, 2023

Tutorial: Toward Robust Deep Learning against Poisoning Attacks.

Huili Chen, Farinaz Koushanfar

ACM Trans. Embed. Comput. Syst., 2023

Dyadic Affect in Parent-Child Multimodal Interaction: Introducing the DAMI-P2C Dataset and its Preliminary Analysis.

Huili Chen, Sharifa Alghowinem, Soo Jung Jang, Cynthia Breazeal, Hae Won Park

IEEE Trans. Affect. Comput., 2023

Bilateral filter-oriented multi-scale CNN fusion model for single image dehazing.

Jiangjiang Li, Jianjun Zhu, Huili Chen

Int. J. Comput. Vis. Robotics, 2023

GALU: A Genetic Algorithm Framework for Logic Unlocking.

Huili Chen, Cheng Fu, Jishen Zhao, Farinaz Koushanfar

DTRAP, 2023

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

Qimao Yang, Huili Chen, Qiwei Dong

CoRR, 2023

Smarter Contracts: Detecting Vulnerabilities in Smart Contracts with Deep Transfer Learning.

Christoph Sendner, Huili Chen, Hossein Fereidooni, Lukas Petzi, Jan König, Jasper Stang, Alexandra Dmitrienko, Ahmad-Reza Sadeghi, Farinaz Koushanfar

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.

Yubin Kim, Huili Chen, Sharifa Alghowinem, Cynthia Breazeal, Hae Won Park

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.

Huili Chen, Guoliang Liu, Guohui Tian, Jianhua Zhang, Ze Ji

Int. J. Intell. Syst., 2022

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

Yubin Kim, Huili Chen, Sharifa Alghowinem, Cynthia Breazeal, Hae Won Park

CoRR, 2022

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

Diego Garcia-soto, Huili Chen, Farinaz Koushanfar

CoRR, 2022

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

Xinqiao Zhang, Huili Chen, Ke Huang, Farinaz Koushanfar

CoRR, 2022

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

Yein Kim, Huili Chen, Farinaz Koushanfar

CoRR, 2022

FLAME: Taming Backdoors in Federated Learning.

Thien Duc Nguyen, Phillip Rieger, Huili Chen, Hossein Yalame, Helen Möllering, Hossein Fereidooni, Samuel Marchal, Markus Miettinen, Azalia Mirhoseini, Shaza Zeitouni, Farinaz Koushanfar, Ahmad-Reza Sadeghi, Thomas Schneider

Proceedings of the 31st USENIX Security Symposium, 2022

Designing Long-term Parent-child-robot Triadic Interaction at Home through Lived Technology Experiences and Interviews.

Huili Chen, Anastasia K. Ostrowski, Soo Jung Jang, Cynthia Breazeal, Hae Won Park

Proceedings of the 31st IEEE International Conference on Robot and Human Interactive Communication, 2022

Self-Aware Personalized Federated Learning.

Huili Chen, Jie Ding, Eric W. Tramel, Shuang Wu, Anit Kumar Sahu, Salman Avestimehr, Tao Zhang

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.

Huili Chen, Cynthia Breazeal

CoRR, 2021

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

Oliver Lutz, Huili Chen, Hossein Fereidooni, Christoph Sendner, Alexandra Dmitrienko, Ahmad-Reza Sadeghi, Farinaz Koushanfar

CoRR, 2021

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

Xinqiao Zhang, Huili Chen, Farinaz Koushanfar

CoRR, 2021

ProFlip: Targeted Trojan Attack with Progressive Bit Flips.

Huili Chen, Cheng Fu, Jishen Zhao, Farinaz Koushanfar

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.

Sharifa Alghowinem, Huili Chen, Cynthia Breazeal, Hae Won Park

Proceedings of the 16th IEEE International Conference on Automatic Face and Gesture Recognition, 2021

2020

Security of Microfluidic Biochip: Practical Attacks and Countermeasures.

Huili Chen, Seetal Potluri, Farinaz Koushanfar

ACM Trans. Design Autom. Electr. Syst., 2020

Enhancing Model Parallelism in Neural Architecture Search for Multidevice System.

Cheng Fu, Huili Chen, Zhenheng Yang, Farinaz Koushanfar, Yuandong Tian, Jishen Zhao

IEEE Micro, 2020

Trustworthy AI Inference Systems: An Industry Research View.

Rosario Cammarota, Matthias Schunter, Anand Rajan, Fabian Boemer, Ágnes Kiss, Amos Treiber, Christian Weinert, Thomas Schneider, Emmanuel Stapf, Ahmad-Reza Sadeghi, Daniel Demmler, Huili Chen, Siam Umar Hussain, M. Sadegh Riazi, Farinaz Koushanfar, Saransh Gupta, Tajana Simunic Rosing, Kamalika Chaudhuri, Hamid Nejatollahi, Nikil D. Dutt, Mohsen Imani, Kim Laine, Anuj Dubey, Aydin Aysu, Fateme Sadat Hosseini, Chengmo Yang, Eric Wallace, Pamela Norton

CoRR, 2020

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

Huili Chen, Hae Won Park, Cynthia Breazeal

Comput. Educ., 2020

FlowTrojan: Insertion and Detection of Hardware Trojans on Flow-Based Microfluidic Biochips.

Huili Chen, Seetal Potluri, Farinaz Koushanfar

Proceedings of the 18th IEEE International New Circuits and Systems Conference, 2020

SpecMark: A Spectral Watermarking Framework for IP Protection of Speech Recognition Systems.

Huili Chen, Bita Darvish Rouhani, Farinaz Koushanfar

Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020

Dyadic Speech-based Affect Recognition using DAMI-P2C Parent-child Multimodal Interaction Dataset.

Huili Chen, Yue Zhang, Felix Weninger, Rosalind W. Picard, Cynthia Breazeal, Hae Won Park

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.

Huili Chen, Hae Won Park, Xiajie Zhang, Cynthia Breazeal

Proceedings of the HRI '20: ACM/IEEE International Conference on Human-Robot Interaction, 2020

Unified Architectural Support for Secure and Robust Deep Learning.

Mojan Javaheripi, Huili Chen, Farinaz Koushanfar

Proceedings of the 57th ACM/IEEE Design Automation Conference, 2020

Developing Privacy-preserving AI Systems: The Lessons learned.

Huili Chen, Siam Umar Hussain, Fabian Boemer, Emmanuel Stapf, Ahmad-Reza Sadeghi, Farinaz Koushanfar, Rosario Cammarota

Proceedings of the 57th ACM/IEEE Design Automation Conference, 2020

AHEC: End-to-end Compiler Framework for Privacy-preserving Machine Learning Acceleration.

Huili Chen, Rosario Cammarota, Felipe Valencia, Francesco Regazzoni, Farinaz Koushanfar

Proceedings of the 57th ACM/IEEE Design Automation Conference, 2020

2019

A Neural-based Program Decompiler.

Cheng Fu, Huili Chen, Haolan Liu, Xinyun Chen, Yuandong Tian, Farinaz Koushanfar, Jishen Zhao

CoRR, 2019

BlackMarks: Blackbox Multibit Watermarking for Deep Neural Networks.

Huili Chen, Bita Darvish Rouhani, Farinaz Koushanfar

CoRR, 2019

Coda: An End-to-End Neural Program Decompiler.

Cheng Fu, Huili Chen, Haolan Liu, Xinyun Chen, Yuandong Tian, Farinaz Koushanfar, Jishen Zhao

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.

Huili Chen, Bita Darvish Rouhani, Cheng Fu, Jishen Zhao, Farinaz Koushanfar

Proceedings of the 2019 on International Conference on Multimedia Retrieval, 2019

DeepAttest: an end-to-end attestation framework for deep neural networks.

Huili Chen, Cheng Fu, Bita Darvish Rouhani, Jishen Zhao, Farinaz Koushanfar

Proceedings of the 46th International Symposium on Computer Architecture, 2019

DeepInspect: A Black-box Trojan Detection and Mitigation Framework for Deep Neural Networks.

Huili Chen, Cheng Fu, Jishen Zhao, Farinaz Koushanfar

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

PlaidML-HE: Acceleration of Deep Learning Kernels to Compute on Encrypted Data.

Huili Chen, Rosario Cammarota, Felipe Valencia, Francesco Regazzoni

Proceedings of the 37th IEEE International Conference on Computer Design, 2019

GenUnlock: An Automated Genetic Algorithm Framework for Unlocking Logic Encryption.

Huili Chen, Cheng Fu, Jishen Zhao, Farinaz Koushanfar

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

SimBNN: A Similarity-Aware Binarized Neural Network Acceleration Framework.

Cheng Fu, Shilin Zhu, Huili Chen, Farinaz Koushanfar, Hao Su, Jishen Zhao

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.

Bita Darvish Rouhani, Huili Chen, Farinaz Koushanfar

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.

Bita Darvish Rouhani, Huili Chen, Farinaz Koushanfar

IACR Cryptol. ePrint Arch., 2018

DeepMarks: A Digital Fingerprinting Framework for Deep Neural Networks.

Huili Chen, Bita Darvish Rohani, Farinaz Koushanfar

IACR Cryptol. ePrint Arch., 2018

Performance Comparison of Contemporary DNN Watermarking Techniques.

Huili Chen, Bita Darvish Rouhani, Xinwei Fan, Osman Cihan Kilinc, Farinaz Koushanfar

CoRR, 2018

Optimal Design of S Band with Graphene Frequency Multiplier.

Huili Chen, Yong Fang, Xiaoling Zhong, Qingyan Song, Xueshi Hou, Haoxuan Sheng

Proceedings of the Communications, Signal Processing, and Systems, 2018

A Social Robot System for Modeling Children's Word Pronunciation: Socially Interactive Agents Track.

Samuel Spaulding, Huili Chen, Safinah Arshad Ali, Michael Kulinski, Cynthia Breazeal

Proceedings of the 17th International Conference on Autonomous Agents and MultiAgent Systems, 2018

Multimodal-multisensor affect detection.

Sidney K. D'Mello, Nigel Bosch, Huili Chen

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.

Boyoung Yoo, Fazle Elahi Faisal, Huili Chen, Tijana Milenkovic

IEEE ACM Trans. Comput. Biol. Bioinform., 2017

BioChipWork: Reverse Engineering of Microfluidic Biochips.

Huili Chen, Seetal Potluri, Farinaz Koushanfar

Proceedings of the 2017 IEEE International Conference on Computer Design, 2017

Face Forward: Detecting Mind Wandering from Video During Narrative Film Comprehension.

Angela Stewart, Nigel Bosch, Huili Chen, Patrick J. Donnelly, Sidney K. D'Mello

Proceedings of the Artificial Intelligence in Education - 18th International Conference, 2017

2016

Where's Your Mind At?: Video-Based Mind Wandering Detection During Film Viewing.

Angela Stewart, Nigel Bosch, Huili Chen, Patrick J. Donnelly, Sidney K. D'Mello

Proceedings of the 2016 Conference on User Modeling Adaptation and Personalization, 2016

2015

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

Yuriy Hulovatyy, Huili Chen, Tijana Milenkovic

Bioinform., 2015

Accuracy vs. Availability Heuristic in Multimodal Affect Detection in the Wild.

Nigel Bosch, Huili Chen, Sidney K. D'Mello, Ryan Shaun Baker, Valerie J. Shute

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.

Hiroshi Maeda, Huili Chen, Kazuya Tomiura, Kiyotoshi Yasumoto

Mob. Inf. Syst., 2014

Resonator in Two Dimensional Photonic Crystal Structure with Square Lattice by Metallic Pillars.

Hiroshi Maeda, Kiyotoshi Yasumoto, Huili Chen, Daichi Ogata, Kazuya Tomiura

Proceedings of the Eighth International Conference on Complex, 2014

Numerical Analysis of Y-Shaped Branch Waveguide in Photonic Crystal Structures and Its Application.

Jianming Jin, Yuting Bao, Huili Chen, Hiroshi Maeda

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.

Huili Chen, Yuting Bao, Jianming Jin, Hiroshi Maeda

Proceedings of the Ninth International Conference on Broadband and Wireless Computing, 2014

Experimental Study on Crank-Shaped Waveguide in 2D Post Array.

Yuting Bao, Huili Chen, Jianming Jin, Hiroshi Maeda

Proceedings of the Ninth International Conference on Broadband and Wireless Computing, 2014

Improving identification of key players in aging via network de-noising.

Boyoung Yoo, Huili Chen, Fazle Elahi Faisal, Tijana Milenkovic

Proceedings of the 5th ACM Conference on Bioinformatics, 2014

2013

Numerical and Experimental Study on Y-Shaped Branch Waveguide by Post Wall.

Hiroshi Maeda, Kiyotoshi Yasumoto, Huili Chen, Kazuya Tomiura, Daichi Ogata

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.

Hiroshi Maeda, Kazuya Tomiura, Huili Chen, Kiyotoshi Yasumoto

Proceedings of the Information Technology Convergence, 2013

Resonance of Cavity in Two-Dimensional Square-Lattice Photonic Crystal by Metallic Pillars.

Hiroshi Maeda, Kiyotoshi Yasumoto, Kazuya Tomiura, Huili Chen, Daichi Ogata

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.

Hiroshi Maeda, Huili Chen, Kazuya Tomiura, Takuya Shinohara

Proceedings of the 15th International Conference on Network-Based Information Systems, 2012

Numerical and Experimental Study on Y-Shaped Branch by Post Array Waveguide.

Hiroshi Maeda, Kazuya Tomiura, Huili Chen, Takuya Shinohara

Proceedings of the 2012 Seventh International Conference on Broadband, 2012