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ORCIDHuili Chen
This is just a disambiguation page, and is not intended to be the bibliography of an actual person. Any publication listed on this page has not been assigned to an actual author yet. If you know the true author of one of the publications listed below, you are welcome to contact us.
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2020 – today
- 2024
[j17]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: 103926 (2024)- [j16]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): 23-31 (2024) - [j15]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: 106166 (2024) - [j14]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): 156 (2024) - [c39]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: 116-126 - [i21]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 abs/2401.02833 (2024) - 2023
- [j13]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): 133-151 (2023) - [j12]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): 3345-3361 (2023) - [j11]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): 37:1-37:23 (2023) - [j10]Huili Chen, Farinaz Koushanfar:
Tutorial: Toward Robust Deep Learning against Poisoning Attacks. ACM Trans. Embed. Comput. Syst. 22(3): 42:1-42:15 (2023) - [j9]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): 88:1-88:32 (2023) - [c38]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: 698-707 - [c37]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 - [i20]Qimao Yang, Huili Chen, Qiwei Dong:
Comparative Analysis of Deep Learning Models for Brand Logo Classification in Real-World Scenarios. CoRR abs/2305.12242 (2023) - 2022
- [j8]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): 4845-4863 (2022) - [c36]Huili Chen, Jie Ding, Eric W. Tramel, Shuang Wu, Anit Kumar Sahu, Salman Avestimehr, Tao Zhang:
Self-Aware Personalized Federated Learning. NeurIPS 2022 - [c35]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: 401-408 - [c34]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: 1415-1432 - [i19]Yein Kim, Huili Chen, Farinaz Koushanfar:
Backdoor Defense in Federated Learning Using Differential Testing and Outlier Detection. CoRR abs/2202.11196 (2022) - [i18]Xinqiao Zhang, Huili Chen, Ke Huang, Farinaz Koushanfar:
An Adaptive Black-box Backdoor Detection Method for Deep Neural Networks. CoRR abs/2204.04329 (2022) - [i17]Huili Chen, Xinqiao Zhang, Ke Huang, Farinaz Koushanfar:
AdaTest: Reinforcement Learning and Adaptive Sampling for On-chip Hardware Trojan Detection. CoRR abs/2204.06117 (2022) - [i16]Huili Chen, Jie Ding, Eric W. Tramel, Shuang Wu, Anit Kumar Sahu, Salman Avestimehr, Tao Zhang:
Self-Aware Personalized Federated Learning. CoRR abs/2204.08069 (2022) - [i15]Diego Garcia-soto, Huili Chen, Farinaz Koushanfar:
PerD: Perturbation Sensitivity-based Neural Trojan Detection Framework on NLP Applications. CoRR abs/2208.04943 (2022) - [i14]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 abs/2212.14128 (2022) - 2021
- [c33]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: 1-5 - [c32]Huili Chen, Cheng Fu, Jishen Zhao, Farinaz Koushanfar:
ProFlip: Targeted Trojan Attack with Progressive Bit Flips. ICCV 2021: 7698-7707 - [i13]Xinqiao Zhang, Huili Chen, Farinaz Koushanfar:
TAD: Trigger Approximation based Black-box Trojan Detection for AI. CoRR abs/2102.01815 (2021) - [i12]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 abs/2103.12607 (2021) - [i11]Huili Chen, Cynthia Breazeal:
Toward Designing Social Human-Robot Interactions for Deep Space Exploration. CoRR abs/2105.08631 (2021) - 2020
- [j7]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: 103836 (2020) - [j6]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): 46-55 (2020) - [j5]Huili Chen, Seetal Potluri, Farinaz Koushanfar:
Security of Microfluidic Biochip: Practical Attacks and Countermeasures. ACM Trans. Design Autom. Electr. Syst. 25(3): 27:1-27:29 (2020) - [c31]Huili Chen, Rosario Cammarota, Felipe Valencia, Francesco Regazzoni, Farinaz Koushanfar:
AHEC: End-to-end Compiler Framework for Privacy-preserving Machine Learning Acceleration. DAC 2020: 1-6 - [c30]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: 1-4 - [c29]Mojan Javaheripi, Huili Chen, Farinaz Koushanfar:
Unified Architectural Support for Secure and Robust Deep Learning. DAC 2020: 1-6 - [c28]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: 389-397 - [c27]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: 97-106 - [c26]Huili Chen, Bita Darvish Rouhani, Farinaz Koushanfar:
SpecMark: A Spectral Watermarking Framework for IP Protection of Speech Recognition Systems. INTERSPEECH 2020: 2312-2316 - [c25]Huili Chen, Seetal Potluri, Farinaz Koushanfar:
FlowTrojan: Insertion and Detection of Hardware Trojans on Flow-Based Microfluidic Biochips. NEWCAS 2020: 158-161 - [i10]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 abs/2008.04449 (2020) - [i9]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 abs/2008.09207 (2020)
2010 – 2019
- 2019
- [c24]Bita Darvish Rouhani, Huili Chen, Farinaz Koushanfar:
DeepSigns: An End-to-End Watermarking Framework for Ownership Protection of Deep Neural Networks. ASPLOS 2019: 485-497 - [c23]Cheng Fu, Shilin Zhu, Huili Chen, Farinaz Koushanfar, Hao Su, Jishen Zhao:
SimBNN: A Similarity-Aware Binarized Neural Network Acceleration Framework. FCCM 2019: 319 - [c22]Huili Chen, Cheng Fu, Jishen Zhao, Farinaz Koushanfar:
GenUnlock: An Automated Genetic Algorithm Framework for Unlocking Logic Encryption. ICCAD 2019: 1-8 - [c21]Huili Chen, Rosario Cammarota, Felipe Valencia, Francesco Regazzoni:
PlaidML-HE: Acceleration of Deep Learning Kernels to Compute on Encrypted Data. ICCD 2019: 333-336 - [c20]Huili Chen, Cheng Fu, Jishen Zhao, Farinaz Koushanfar:
DeepInspect: A Black-box Trojan Detection and Mitigation Framework for Deep Neural Networks. IJCAI 2019: 4658-4664 - [c19]Huili Chen, Cheng Fu, Bita Darvish Rouhani, Jishen Zhao, Farinaz Koushanfar:
DeepAttest: an end-to-end attestation framework for deep neural networks. ISCA 2019: 487-498 - [c18]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: 105-113 - [c17]Cheng Fu, Huili Chen, Haolan Liu, Xinyun Chen, Yuandong Tian, Farinaz Koushanfar, Jishen Zhao:
Coda: An End-to-End Neural Program Decompiler. NeurIPS 2019: 3703-3714 - [i8]Huili Chen, Bita Darvish Rouhani, Farinaz Koushanfar:
BlackMarks: Blackbox Multibit Watermarking for Deep Neural Networks. CoRR abs/1904.00344 (2019) - [i7]Cheng Fu, Huili Chen, Haolan Liu, Xinyun Chen, Yuandong Tian, Farinaz Koushanfar, Jishen Zhao:
A Neural-based Program Decompiler. CoRR abs/1906.12029 (2019) - 2018
- [c16]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: 1658-1666 - [c15]Huili Chen, Yong Fang, Xiaoling Zhong, Qingyan Song, Xueshi Hou, Haoxuan Sheng:
Optimal Design of S Band with Graphene Frequency Multiplier. CSPS (3) 2018: 606-611 - [p1]Sidney K. D'Mello, Nigel Bosch, Huili Chen:
Multimodal-multisensor affect detection. The Handbook of Multimodal-Multisensor Interfaces, Volume 2 (2) 2018: 167-202 - [i6]Bita Darvish Rouhani, Huili Chen, Farinaz Koushanfar:
DeepSigns: A Generic Watermarking Framework for IP Protection of Deep Learning Models. CoRR abs/1804.00750 (2018) - [i5]Huili Chen, Bita Darvish Rouhani, Farinaz Koushanfar:
DeepMarks: A Digital Fingerprinting Framework for Deep Neural Networks. CoRR abs/1804.03648 (2018) - [i4]Huili Chen, Bita Darvish Rouhani, Xinwei Fan, Osman Cihan Kilinc, Farinaz Koushanfar:
Performance Comparison of Contemporary DNN Watermarking Techniques. CoRR abs/1811.03713 (2018) - [i3]Bita Darvish Rouhani, Huili Chen, Farinaz Koushanfar:
DeepSigns: A Generic Watermarking Framework for IP Protection of Deep Learning Models. IACR Cryptol. ePrint Arch. 2018: 311 (2018) - [i2]Huili Chen, Bita Darvish Rohani, Farinaz Koushanfar:
DeepMarks: A Digital Fingerprinting Framework for Deep Neural Networks. IACR Cryptol. ePrint Arch. 2018: 322 (2018) - 2017
- [j4]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): 1056-1069 (2017) - [c14]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: 359-370 - [c13]Huili Chen, Seetal Potluri, Farinaz Koushanfar:
BioChipWork: Reverse Engineering of Microfluidic Biochips. ICCD 2017: 9-16 - 2016
- [j3]Yuriy Hulovatyy, Huili Chen, Tijana Milenkovic:
Exploring the structure and function of temporal networks with dynamic graphlets. Bioinform. 32(15): 2402 (2016) - [c12]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: 295-296 - 2015
- [j2]Yuriy Hulovatyy, Huili Chen, Tijana Milenkovic:
Exploring the structure and function of temporal networks with dynamic graphlets. Bioinform. 31(12): 171-180 (2015) - [c11]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: 267-274 - 2014
- [j1]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): 217-228 (2014) - [c10]Boyoung Yoo, Huili Chen, Fazle Elahi Faisal, Tijana Milenkovic:
Improving identification of key players in aging via network de-noising. BCB 2014: 164-173 - [c9]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: 357-361 - [c8]Jianming Jin, Yuting Bao, Huili Chen, Hiroshi Maeda:
Numerical Analysis of Y-Shaped Branch Waveguide in Photonic Crystal Structures and Its Application. BWCCA 2014: 362-365 - [c7]Yuting Bao, Huili Chen, Jianming Jin, Hiroshi Maeda:
Experimental Study on Crank-Shaped Waveguide in 2D Post Array. BWCCA 2014: 366-370 - [c6]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: 313-317 - [i1]Yuriy Hulovatyy, Huili Chen, Tijana Milenkovic:
Exploring the structure and function of temporal networks with dynamic graphlets. CoRR abs/1412.3885 (2014) - 2013
- [c5]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: 422-426 - [c4]Hiroshi Maeda, Kazuya Tomiura, Huili Chen, Kiyotoshi Yasumoto:
Studies on Loss Evaluation of Bending in Post Wall Waveguide for Microwave Transmission. ITCS 2013: 333-340 - [c3]Hiroshi Maeda, Kiyotoshi Yasumoto, Huili Chen, Kazuya Tomiura, Daichi Ogata:
Numerical and Experimental Study on Y-Shaped Branch Waveguide by Post Wall. NBiS 2013: 508-512 - 2012
- [c2]Hiroshi Maeda, Kazuya Tomiura, Huili Chen, Takuya Shinohara:
Numerical and Experimental Study on Y-Shaped Branch by Post Array Waveguide. BWCCA 2012: 494-497 - [c1]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: 562-566
Coauthor Index
Bita Darvish Rouhani
aka: Bita Darvish Rohani
aka: Bita Darvish Rohani
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