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Huili Chen
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2020 – today
- 2024
- [j18]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) - [j17]Huili Chen
Intellectual Property Protection of Deep-Learning Systems via Hardware/Software Co-Design. IEEE Des. Test 41(2): 23-31 (2024) - [j16]Haoyang Qin
A two-way coupled CHANS model for flood emergency management, with a focus on temporary flood defences. Environ. Model. Softw. 181: 106166 (2024) - [j15]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
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
- [j14]Huili Chen, Cheng Fu, Jishen Zhao, Farinaz Koushanfar:
GALU: A Genetic Algorithm Framework for Logic Unlocking. DTRAP 4(2): 21:1-21:30 (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
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
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
Tutorial: Toward Robust Deep Learning against Poisoning Attacks. ACM Trans. Embed. Comput. Syst. 22(3): 42:1-42:15 (2023) - [j9]Ruisi Zhang
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
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
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
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
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
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
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
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
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
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
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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last updated on 2024-12-10 20:52 CET by the dblp team
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