Huili Chen

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 65

Top Topics

Multimodal Interaction

Affect Recognition

Top Venues

Publications

Haoyang Qin, Qiuhua Liang, Huili Chen, Varuna De Silva
A two-way coupled CHANS model for flood emergency management, with a focus on temporary flood defences. Environ. Model. Softw. 181 (2024)
Yongfeng Qi, Hengrui Zhang, Shengcong Wen, Anye Liang, Panpan Cao, Huili Chen
Adaptive module and accurate heatmap translator for multi-person human pose estimation. Comput. Graph. 120 (2024)
Huili Chen, Sharifa Alghowinem, Cynthia Breazeal, Hae Won Park
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. CoRR (2024)
Yongfeng Qi, Shengcong Wen, Hengrui Zhang, Anye Liang, Huili Chen, Panpan Cao
Face forgery detection by progressively enhancing spatial and frequency-aware features. Multim. Syst. 30 (3) (2024)
Huili Chen, Sharifa Alghowinem, Cynthia Breazeal, Hae Won Park
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. HRI (2024)
Huili Chen, Cheng Fu, Bita Darvish Rouhani, Jishen Zhao, Farinaz Koushanfar
Intellectual Property Protection of Deep-Learning Systems via Hardware/Software Co-Design. IEEE Des. Test 41 (2) (2024)
Ruisi Zhang, Shehzeen Hussain, Huili Chen, Mojan Javaheripi, Farinaz Koushanfar
Systemization of Knowledge: Robust Deep Learning using Hardware-software co-design in Centralized and Federated Settings. ACM Trans. Design Autom. Electr. Syst. 28 (6) (2023)
Christoph Sendner, Huili Chen, Hossein Fereidooni, Lukas Petzi, Jan König, Jasper Stang, Alexandra Dmitrienko, Ahmad-Reza Sadeghi, Farinaz Koushanfar
Smarter Contracts: Detecting Vulnerabilities in Smart Contracts with Deep Transfer Learning. NDSS (2023)
Qimao Yang, Huili Chen, Qiwei Dong
Comparative Analysis of Deep Learning Models for Brand Logo Classification in Real-World Scenarios. CoRR (2023)
Huili Chen, Xinqiao Zhang, Ke Huang, Farinaz Koushanfar
AdaTest: Reinforcement Learning and Adaptive Sampling for On-chip Hardware Trojan Detection. ACM Trans. Embed. Comput. Syst. 22 (2) (2023)
Yubin Kim, Huili Chen, Sharifa Alghowinem, Cynthia Breazeal, Hae Won Park
Joint Engagement Classification using Video Augmentation Techniques for Multi-person HRI in the wild. AAMAS (2023)
Huili Chen, Farinaz Koushanfar
Tutorial: Toward Robust Deep Learning against Poisoning Attacks. ACM Trans. Embed. Comput. Syst. 22 (3) (2023)
Huili Chen, Sharifa Alghowinem, Soo Jung Jang, Cynthia Breazeal, Hae Won Park
Dyadic Affect in Parent-Child Multimodal Interaction: Introducing the DAMI-P2C Dataset and its Preliminary Analysis. IEEE Trans. Affect. Comput. 14 (4) (2023)
Jiangjiang Li, Jianjun Zhu, Huili Chen
Bilateral filter-oriented multi-scale CNN fusion model for single image dehazing. Int. J. Comput. Vis. Robotics 13 (2) (2023)
Huili Chen, Xinqiao Zhang, Ke Huang, Farinaz Koushanfar
AdaTest: Reinforcement Learning and Adaptive Sampling for On-chip Hardware Trojan Detection. CoRR (2022)
Xinqiao Zhang, Huili Chen, Ke Huang, Farinaz Koushanfar
An Adaptive Black-box Backdoor Detection Method for Deep Neural Networks. CoRR (2022)
Diego Garcia-soto, Huili Chen, Farinaz Koushanfar
PerD: Perturbation Sensitivity-based Neural Trojan Detection Framework on NLP Applications. CoRR (2022)
Huili Chen, Anastasia K. Ostrowski, Soo Jung Jang, Cynthia Breazeal, Hae Won Park
Designing Long-term Parent-child-robot Triadic Interaction at Home through Lived Technology Experiences and Interviews. RO-MAN (2022)
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
FLAME: Taming Backdoors in Federated Learning. USENIX Security Symposium (2022)
Huili Chen, Jie Ding, Eric Tramel, Shuang Wu, Anit Kumar Sahu, Salman Avestimehr, Tao Zhang
Self-Aware Personalized Federated Learning. CoRR (2022)
Huili Chen, Jie Ding, Eric W. Tramel, Shuang Wu, Anit Kumar Sahu, Salman Avestimehr, Tao Zhang
Self-Aware Personalized Federated Learning. NeurIPS (2022)
Huili Chen, Guoliang Liu, Guohui Tian, Jianhua Zhang, Ze Ji
Safe distance prediction for braking control of bridge cranes considering anti-swing. Int. J. Intell. Syst. 37 (8) (2022)
Yein Kim, Huili Chen, Farinaz Koushanfar
Backdoor Defense in Federated Learning Using Differential Testing and Outlier Detection. CoRR (2022)
Yubin Kim, Huili Chen, Sharifa Alghowinem, Cynthia Breazeal, Hae Won Park
Joint Engagement Classification using Video Augmentation Techniques for Multi-person Human-robot Interaction. CoRR (2022)
Xinqiao Zhang, Huili Chen, Farinaz Koushanfar
TAD: Trigger Approximation based Black-box Trojan Detection for AI. CoRR (2021)
Huili Chen, Cheng Fu, Jishen Zhao, Farinaz Koushanfar
ProFlip: Targeted Trojan Attack with Progressive Bit Flips. ICCV (2021)
Oliver Lutz, Huili Chen, Hossein Fereidooni, Christoph Sendner, Alexandra Dmitrienko, Ahmad-Reza Sadeghi, Farinaz Koushanfar
ESCORT: Ethereum Smart COntRacTs Vulnerability Detection using Deep Neural Network and Transfer Learning. CoRR (2021)
Sharifa Alghowinem, Huili Chen, Cynthia Breazeal, Hae Won Park
Body Gesture and Head Movement Analyses in Dyadic Parent-Child Interaction as Indicators of Relationship. FG (2021)
Huili Chen, Cynthia Breazeal
Toward Designing Social Human-Robot Interactions for Deep Space Exploration. CoRR (2021)
Huili Chen, Rosario Cammarota, Felipe Valencia, Francesco Regazzoni, Farinaz Koushanfar
AHEC: End-to-end Compiler Framework for Privacy-preserving Machine Learning Acceleration. DAC (2020)
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
Trustworthy AI Inference Systems: An Industry Research View. CoRR (2020)
Cheng Fu, Huili Chen, Zhenheng Yang, Farinaz Koushanfar, Yuandong Tian, Jishen Zhao
Enhancing Model Parallelism in Neural Architecture Search for Multidevice System. IEEE Micro 40 (5) (2020)
Huili Chen, Hae Won Park, Xiajie Zhang, Cynthia Breazeal
Impact of Interaction Context on the Student Affect-Learning Relationship in Child-Robot Interaction. HRI (2020)
Huili Chen, Yue Zhang, Felix Weninger, Rosalind W. Picard, Cynthia Breazeal, Hae Won Park
Dyadic Speech-based Affect Recognition using DAMI-P2C Parent-child Multimodal Interaction Dataset. ICMI (2020)
Mojan Javaheripi, Huili Chen, Farinaz Koushanfar
Unified Architectural Support for Secure and Robust Deep Learning. DAC (2020)
Huili Chen, Yue Zhang, Felix Weninger, Rosalind W. Picard, Cynthia Breazeal, Hae Won Park
Dyadic Speech-based Affect Recognition using DAMI-P2C Parent-child Multimodal Interaction Dataset. CoRR (2020)
Huili Chen, Bita Darvish Rouhani, Farinaz Koushanfar
SpecMark: A Spectral Watermarking Framework for IP Protection of Speech Recognition Systems. INTERSPEECH (2020)
Huili Chen, Siam Umar Hussain, Fabian Boemer, Emmanuel Stapf, Ahmad-Reza Sadeghi, Farinaz Koushanfar, Rosario Cammarota
Developing Privacy-preserving AI Systems: The Lessons learned. DAC (2020)
Huili Chen, Seetal Potluri, Farinaz Koushanfar
FlowTrojan: Insertion and Detection of Hardware Trojans on Flow-Based Microfluidic Biochips. NEWCAS (2020)
Huili Chen, Seetal Potluri, Farinaz Koushanfar
Security of Microfluidic Biochip: Practical Attacks and Countermeasures. ACM Trans. Design Autom. Electr. Syst. 25 (3) (2020)
Huili Chen, Hae Won Park, Cynthia Breazeal
Teaching and learning with children: Impact of reciprocal peer learning with a social robot on children's learning and emotive engagement. Comput. Educ. 150 (2020)
Huili Chen, Cheng Fu, Bita Darvish Rouhani, Jishen Zhao, Farinaz Koushanfar
DeepAttest: an end-to-end attestation framework for deep neural networks. ISCA (2019)
Cheng Fu, Huili Chen, Haolan Liu, Xinyun Chen, Yuandong Tian, Farinaz Koushanfar, Jishen Zhao
A Neural-based Program Decompiler. CoRR (2019)
Huili Chen, Cheng Fu, Jishen Zhao, Farinaz Koushanfar
GenUnlock: An Automated Genetic Algorithm Framework for Unlocking Logic Encryption. ICCAD (2019)
Huili Chen, Bita Darvish Rouhani, Cheng Fu, Jishen Zhao, Farinaz Koushanfar
DeepMarks: A Secure Fingerprinting Framework for Digital Rights Management of Deep Learning Models. ICMR (2019)
Cheng Fu, Huili Chen, Haolan Liu, Xinyun Chen, Yuandong Tian, Farinaz Koushanfar, Jishen Zhao
Coda: An End-to-End Neural Program Decompiler. NeurIPS (2019)
Huili Chen, Bita Darvish Rouhani, Farinaz Koushanfar
BlackMarks: Blackbox Multibit Watermarking for Deep Neural Networks. CoRR (2019)
Huili Chen, Rosario Cammarota, Felipe Valencia, Francesco Regazzoni
PlaidML-HE: Acceleration of Deep Learning Kernels to Compute on Encrypted Data. ICCD (2019)
Cheng Fu, Shilin Zhu, Huili Chen, Farinaz Koushanfar, Hao Su, Jishen Zhao
SimBNN: A Similarity-Aware Binarized Neural Network Acceleration Framework. FCCM (2019)
Huili Chen, Cheng Fu, Jishen Zhao, Farinaz Koushanfar
DeepInspect: A Black-box Trojan Detection and Mitigation Framework for Deep Neural Networks. IJCAI (2019)
Bita Darvish Rouhani, Huili Chen, Farinaz Koushanfar
DeepSigns: An End-to-End Watermarking Framework for Ownership Protection of Deep Neural Networks. ASPLOS (2019)
Huili Chen, Yong Fang, Xiaoling Zhong, Qingyan Song, Xueshi Hou, Haoxuan Sheng
Optimal Design of S Band with Graphene Frequency Multiplier. CSPS (3) (2018)
Bita Darvish Rouhani, Huili Chen, Farinaz Koushanfar
DeepSigns: A Generic Watermarking Framework for IP Protection of Deep Learning Models. IACR Cryptol. ePrint Arch. 2018 (2018)
Huili Chen, Bita Darvish Rouhani, Xinwei Fan, Osman Cihan Kilinc, Farinaz Koushanfar
Performance Comparison of Contemporary DNN Watermarking Techniques. CoRR (2018)
Huili Chen, Bita Darvish Rouhani, Farinaz Koushanfar
DeepMarks: A Digital Fingerprinting Framework for Deep Neural Networks. CoRR (2018)
Huili Chen, Bita Darvish Rohani, Farinaz Koushanfar
DeepMarks: A Digital Fingerprinting Framework for Deep Neural Networks. IACR Cryptol. ePrint Arch. 2018 (2018)
Bita Darvish Rouhani, Huili Chen, Farinaz Koushanfar
DeepSigns: A Generic Watermarking Framework for IP Protection of Deep Learning Models. CoRR (2018)
Samuel Spaulding, Huili Chen, Safinah Ali, Michael Kulinski, Cynthia Breazeal
A Social Robot System for Modeling Children's Word Pronunciation: Socially Interactive Agents Track. AAMAS (2018)
Huili Chen, Seetal Potluri, Farinaz Koushanfar
BioChipWork: Reverse Engineering of Microfluidic Biochips. ICCD (2017)
Boyoung Yoo, Fazle Elahi Faisal, Huili Chen, Tijana Milenkovic
Improving Identification of Key Players in Aging via Network De-Noising and Core Inference. IEEE ACM Trans. Comput. Biol. Bioinform. 14 (5) (2017)
Angela Stewart, Nigel Bosch, Huili Chen, Patrick J. Donnelly, Sidney K. D'Mello
Face Forward: Detecting Mind Wandering from Video During Narrative Film Comprehension. AIED (2017)
Yuriy Hulovatyy, Huili Chen, Tijana Milenkovic
Exploring the structure and function of temporal networks with dynamic graphlets. Bioinform. 32 (15) (2016)
Angela Stewart, Nigel Bosch, Huili Chen, Patrick J. Donnelly, Sidney K. D'Mello
Where's Your Mind At?: Video-Based Mind Wandering Detection During Film Viewing. UMAP (2016)
Yuriy Hulovatyy, Huili Chen, Tijana Milenkovic
Exploring the structure and function of temporal networks with dynamic graphlets. Bioinform. 31 (12) (2015)
Nigel Bosch, Huili Chen, Sidney K. D'Mello, Ryan Shaun Baker, Valerie J. Shute
Accuracy vs. Availability Heuristic in Multimodal Affect Detection in the Wild. ICMI (2015)
Yuriy Hulovatyy, Huili Chen, Tijana Milenkovic
Exploring the structure and function of temporal networks with dynamic graphlets. CoRR (2014)
Huili Chen, Yuting Bao, Jianming Jin, Hiroshi Maeda
Propagation Constant Measurement in Two Dimensional Post Array Waveguide with Triangular Lattice by Metallic Pillars. BWCCA (2014)
Boyoung Yoo, Huili Chen, Fazle Elahi Faisal, Tijana Milenkovic
Improving identification of key players in aging via network de-noising. BCB (2014)
Yuting Bao, Huili Chen, Jianming Jin, Hiroshi Maeda
Experimental Study on Crank-Shaped Waveguide in 2D Post Array. BWCCA (2014)
Jianming Jin, Yuting Bao, Huili Chen, Hiroshi Maeda
Numerical Analysis of Y-Shaped Branch Waveguide in Photonic Crystal Structures and Its Application. BWCCA (2014)
Hiroshi Maeda, Kiyotoshi Yasumoto, Huili Chen, Daichi Ogata, Kazuya Tomiura
Resonator in Two Dimensional Photonic Crystal Structure with Square Lattice by Metallic Pillars. CISIS (2014)
Hiroshi Maeda, Huili Chen, Kazuya Tomiura, Kiyotoshi Yasumoto
Numerical and experimental study on confinement in Y-shaped post wall branching waveguide. Mob. Inf. Syst. 10 (2) (2014)
Hiroshi Maeda, Kiyotoshi Yasumoto, Huili Chen, Kazuya Tomiura, Daichi Ogata
Numerical and Experimental Study on Y-Shaped Branch Waveguide by Post Wall. NBiS (2013)
Hiroshi Maeda, Kiyotoshi Yasumoto, Kazuya Tomiura, Huili Chen, Daichi Ogata
Resonance of Cavity in Two-Dimensional Square-Lattice Photonic Crystal by Metallic Pillars. BWCCA (2013)
Hiroshi Maeda, Kazuya Tomiura, Huili Chen, Kiyotoshi Yasumoto
Studies on Loss Evaluation of Bending in Post Wall Waveguide for Microwave Transmission. ITCS (2013)
Hiroshi Maeda, Huili Chen, Kazuya Tomiura, Takuya Shinohara
Numerical and Experimental Study on Confinement of Microwave in Dielectric and Metallic Post Array Waveguide. NBiS (2012)
Hiroshi Maeda, Kazuya Tomiura, Huili Chen, Takuya Shinohara
Numerical and Experimental Study on Y-Shaped Branch by Post Array Waveguide. BWCCA (2012)