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Chenchen Liu
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2020 – today
- 2024
- [j32]Ronghua Shang, Chenchen Liu
, Weitong Zhang, Yangyang Li, Songhua Xu:
Unsupervised feature selection method based on dual manifold learning and dual spatial latent representation. Expert Syst. Appl. 255: 124696 (2024) - [j31]Chenchen Liu
Multi-Granularity Interaction for Multi-Person 3D Motion Prediction. IEEE Trans. Circuits Syst. Video Technol. 34(3): 1546-1558 (2024) - [j30]Chenchen Liu
Learning-Based Block-Wise Planar Channel Estimation for Time-Varying MIMO OFDM. IEEE Wirel. Commun. Lett. 13(8): 2125-2129 (2024) - [c53]Chenhui Xu, Fuxun Yu, Zirui Xu, Chenchen Liu, Jinjun Xiong, Xiang Chen:
QuadraNet: Improving High-Order Neural Interaction Efficiency with Hardware-Aware Quadratic Neural Networks. ASPDAC 2024: 19-25 - [i22]Zhengshen Zhang, Lei Zhou, Chenchen Liu, Zhiyang Liu, Chengran Yuan, Sheng Guo, Ruiteng Zhao, Marcelo H. Ang Jr., Francis E. H. Tay:
DexGrasp-Diffusion: Diffusion-based Unified Functional Grasp Synthesis Pipeline for Multi-Dexterous Robotic Hands. CoRR abs/2407.09899 (2024) - [i21]Duo Zhong, Bojing Li, Xiang Chen, Chenchen Liu:
EdgeShield: A Universal and Efficient Edge Computing Framework for Robust AI. CoRR abs/2408.04181 (2024) - [i20]Bojing Li, Duo Zhong, Xiang Chen, Chenchen Liu:
A Collaborative PIM Computing Optimization Framework for Multi-Tenant DNN. CoRR abs/2408.04812 (2024) - 2023
- [j29]Chenchen Liu, Shi-Jie Liu, Gwo-Jen Hwang
Engaging EFL students' critical thinking tendency and in-depth reflection in technology-based writing contexts: A peer assessment-incorporated automatic evaluation approach. Educ. Inf. Technol. 28(10): 13027-13052 (2023) - [j28]Chenchen Liu, Wenyi Zhang, Xiaoni Du:
Pairs of Ternary Perfect Sequences with Three-Valued Cross-Correlation. IEICE Trans. Fundam. Electron. Commun. Comput. Sci. 106(12): 1521-1524 (2023) - [j27]Chenchen Liu
From competition to social interaction: a mobile team-based competition approach to promoting students' professional identity and perceptions. Interact. Learn. Environ. 31(2): 1158-1172 (2023) - [j26]Chenchen Liu
Roles and research trends of touchscreen mobile devices in early childhood education: review of journal publications from 2010 to 2019 based on the technology-enhanced learning model. Interact. Learn. Environ. 31(3): 1683-1702 (2023) - [j25]Chenchen Liu
Research advancement and foci of mobile technology-supported music education: a systematic review and social network analysis on 2008-2019 academic publications. Interact. Learn. Environ. 31(7): 4535-4554 (2023) - [j24]Chenchen Liu
Incorporating a reflective thinking promoting mechanism into artificial intelligence-supported English writing environments. Interact. Learn. Environ. 31(9): 5614-5632 (2023) - [j23]Chenchen Liu, Li Ke:
Cloud assisted Internet of things intelligent transportation system and the traffic control system in the smart city. J. Control. Decis. 10(2): 174-187 (2023) - [j22]Xingyuan Yan
An Improved Parameter Estimation Method for High-Efficiency Multi-GNSS-Integrated Orbit Determination. Remote. Sens. 15(10): 2635 (2023) - [j21]Zhiguang Mo
A Novel Three-Channel Endorectal Coil for Prostate Magnetic Resonance Imaging at 3T. IEEE Trans. Biomed. Eng. 70(12): 3381-3388 (2023) - [j20]Zirui Xu
LanCeX: A Versatile and Lightweight Defense Method against Condensed Adversarial Attacks in Image and Audio Recognition. ACM Trans. Embed. Comput. Syst. 22(1): 14:1-14:24 (2023) - [c52]Yongbo Yu, Fuxun Yu, Xiang Sheng, Chenchen Liu, Xiang Chen:
EagleRec: Edge-Scale Recommendation System Acceleration with Inter-Stage Parallelism Optimization on GPUs. DAC 2023: 1-6 - [i19]Yongbo Yu, Fuxun Yu, Mingjia Zhang, Di Wang, Tolga Soyata, Chenchen Liu, Xiang Chen:
GACER: Granularity-Aware ConcurrEncy Regulation for Multi-Tenant Deep Learning. CoRR abs/2304.11745 (2023) - [i18]Chenhui Xu, Fuxun Yu, Zirui Xu, Chenchen Liu, Jinjun Xiong, Xiang Chen:
QuadraNet: Improving High-Order Neural Interaction Efficiency with Hardware-Aware Quadratic Neural Networks. CoRR abs/2311.17956 (2023) - 2022
- [j19]Chenchen Liu, Wenyi Zhang, Yang Yang:
Ternary perfect sequences with three-valued cross-correlation. Adv. Math. Commun. 16(4): 893-901 (2022) - [j18]An Liu, Zhe Huang, Min Li, Yubo Wan, Wenrui Li, Tony Xiao Han, Chenchen Liu, Rui Du, Danny Kai Pin Tan, Jianmin Lu, Yuan Shen, Fabiola Colone, Kevin Chetty:
A Survey on Fundamental Limits of Integrated Sensing and Communication. IEEE Commun. Surv. Tutorials 24(2): 994-1034 (2022) - [j17]Chenchen Liu, Chiu-Lin Lai, Gwo-Jen Hwang, Yun-Fang Tu:
Effects of ASQE-based learning on the information literacy, problem-solving and critical thinking of students with different growth mindsets. Electron. Libr. 40(3): 269-290 (2022) - [j16]Huangxun Chen, Qianyi Huang, Chenyu Huang, Chenchen Liu, Tony Xiao Han, Qian Zhang:
SecurePilot: Improving Wireless Security of Single-Antenna IoT Devices. IEEE Internet Things J. 9(2): 1148-1158 (2022) - [j15]Zhuwei Qin
CaptorX: A Class-Adaptive Convolutional Neural Network Reconfiguration Framework. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41(3): 530-543 (2022) - [j14]Fuxun Yu
AntiDoteX: Attention-Based Dynamic Optimization for Neural Network Runtime Efficiency. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41(11): 4694-4707 (2022) - [c51]Chenchen Liu, Chengmao Wu:
Transmission Efficiency Analysis and Data Calculation of vue.js Component in Front and Back Interaction Process. CIPAE 2022: 12-15 - [c50]Ben Xue, Chenchen Liu, Yadong Mu:
Video2Subtitle: Matching Weakly-Synchronized Sequences via Dynamic Temporal Alignment. ICMR 2022: 342-350 - [c49]Yongbo Yu, Fuxun Yu, Zirui Xu, Di Wang, Minjia Zhang, Ang Li, Shawn Bray, Chenchen Liu, Xiang Chen:
Powering Multi-Task Federated Learning with Competitive GPU Resource Sharing. WWW (Companion Volume) 2022: 567-571 - [i17]Fuxun Yu, Di Wang, Longfei Shangguan, Minjia Zhang, Chenchen Liu, Xiang Chen:
A Survey of Multi-Tenant Deep Learning Inference on GPU. CoRR abs/2203.09040 (2022) - 2021
- [j13]Yan Gao
Stabilization of Periodic Switched k-Valued Logical Networks. IEEE Access 9: 74488-74498 (2021) - [j12]Yan Gao, Chenchen Liu, Liangyu Zhao
Multi-attribute group decision-making method based on time-series q-rung orthopair fuzzy sets. J. Intell. Fuzzy Syst. 41(1): 2161-2170 (2021) - [j11]Zirui Xu
DiReCtX: Dynamic Resource-Aware CNN Reconfiguration Framework for Real-Time Mobile Applications. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 40(2): 246-259 (2021) - [j10]Fuxun Yu
REIN the RobuTS: Robust DNN-Based Image Recognition in Autonomous Driving Systems. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 40(6): 1258-1271 (2021) - [c48]Fuxun Yu, Shawn Bray, Di Wang, Longfei Shangguan, Xulong Tang
Automated Runtime-Aware Scheduling for Multi-Tenant DNN Inference on GPU. ICCAD 2021: 1-9 - [c47]Chenchen Liu, Yongzhi Li, Kangqi Ma, Duo Zhang, Peijun Bao, Yadong Mu:
Learning 3-D Human Pose Estimation from Catadioptric Videos. IJCAI 2021: 852-859 - [c46]Fuxun Yu, Weishan Zhang
Fed2: Feature-Aligned Federated Learning. KDD 2021: 2066-2074 - [c45]Chenchen Liu, Yadong Mu:
Searching Motion Graphs for Human Motion Synthesis. ACM Multimedia 2021: 871-879 - [i16]An Liu, Zhe Huang, Min Li, Yubo Wan, Wenrui Li, Tony Xiao Han, Chenchen Liu, Rui Du, Danny Kai Pin Tan, Jianmin Lu, Yuan Shen, Fabiola Colone, Kevin Chetty:
A Survey on Fundamental Limits of Integrated Sensing and Communication. CoRR abs/2104.09954 (2021) - [i15]Fuxun Yu, Di Wang, Longfei Shangguan, Minjia Zhang, Xulong Tang, Chenchen Liu, Xiang Chen:
A Survey of Large-Scale Deep Learning Serving System Optimization: Challenges and Opportunities. CoRR abs/2111.14247 (2021) - [i14]Fuxun Yu, Weishan Zhang, Zhuwei Qin, Zirui Xu, Di Wang, Chenchen Liu, Zhi Tian, Xiang Chen:
Fed2: Feature-Aligned Federated Learning. CoRR abs/2111.14248 (2021) - [i13]Fuxun Yu, Shawn Bray, Di Wang, Longfei Shangguan, Xulong Tang, Chenchen Liu, Xiang Chen:
Automated Runtime-Aware Scheduling for Multi-Tenant DNN Inference on GPU. CoRR abs/2111.14255 (2021) - 2020
- [c44]Ruihai Wu, Kehan Xu, Chenchen Liu, Nan Zhuang, Yadong Mu:
Localize, Assemble, and Predicate: Contextual Object Proposal Embedding for Visual Relation Detection. AAAI 2020: 12297-12304 - [c43]Chenchen Liu, Yang Jin, Kehan Xu, Guoqiang Gong, Yadong Mu:
Beyond Short-Term Snippet: Video Relation Detection With Spatio-Temporal Global Context. CVPR 2020: 10837-10846 - [c42]Fuxun Yu, Chenchen Liu, Di Wang, Yanzhi Wang, Xiang Chen:
AntiDote: Attention-based Dynamic Optimization for Neural Network Runtime Efficiency. DATE 2020: 951-956 - [c41]Fuxun Yu, Zhuwei Qin, Di Wang, Ping Xu, Chenchen Liu, Zhi Tian, Xiang Chen:
DC-CNN: Computational Flow Redefinition for Efficient CNN through Structural Decoupling. DATE 2020: 1097-1102 - [c40]Chenchen Liu, Fuxun Yu, Zhuwei Qin, Xiang Chen:
Enabling efficient ReRAM-based neural network computing via crossbar structure adaptive optimization. ISLPED 2020: 133-138 - [i12]Fuxun Yu, Chenchen Liu, Di Wang, Yanzhi Wang, Xiang Chen:
AntiDote: Attention-based Dynamic Optimization for Neural Network Runtime Efficiency. CoRR abs/2008.06543 (2020) - [i11]Fuxun Yu, Weishan Zhang, Zhuwei Qin, Zirui Xu, Di Wang, Chenchen Liu, Zhi Tian, Xiang Chen:
Heterogeneous Federated Learning. CoRR abs/2008.06767 (2020) - [i10]Fuxun Yu, Zirui Xu, Tong Shen, Dimitrios Stamoulis, Longfei Shangguan, Di Wang, Rishi Madhok, Chunshui Zhao, Xin Li, Nikolaos Karianakis, Dimitrios Lymberopoulos, Ang Li, Chenchen Liu, Yiran Chen, Xiang Chen:
Towards Latency-aware DNN Optimization with GPU Runtime Analysis and Tail Effect Elimination. CoRR abs/2011.03897 (2020)
2010 – 2019
- 2019
- [j9]Chenchen Liu
The effectiveness of the student response system (SRS) in English grammar learning in a flipped English as a foreign language (EFL) class. Interact. Learn. Environ. 27(8): 1178-1191 (2019) - [j8]Xingyuan Yan
A Priori Solar Radiation Pressure Model for BeiDou-3 MEO Satellites. Remote. Sens. 11(13): 1605 (2019) - [j7]Ji Ma, Zhiqiang Yang, Zhen Shi, Xuewei Zhang, Chenchen Liu:
Application and Optimization of Wavelet Transform Filter for North-Seeking Gyroscope Sensor Exposed to Vibration. Sensors 19(16): 3624 (2019) - [j6]Chenchen Liu, Zhiqiang Yang, Zhen Shi, Ji Ma, Jian Cao:
A Gyroscope Signal Denoising Method Based on Empirical Mode Decomposition and Signal Reconstruction. Sensors 19(23): 5064 (2019) - [c39]Bing Li, Bonan Yan, Chenchen Liu, Hai (Helen) Li:
Build reliable and efficient neuromorphic design with memristor technology. ASP-DAC 2019: 224-229 - [c38]Zhuwei Qin, Fuxun Yu, Chenchen Liu, Xiang Chen:
CAPTOR: a class adaptive filter pruning framework for convolutional neural networks in mobile applications. ASP-DAC 2019: 444-449 - [c37]Fuxun Yu, Chenchen Liu, Xiang Chen:
REIN: a robust training method for enhancing generalization ability of neural networks in autonomous driving systems. ASP-DAC 2019: 456-461 - [c36]Zirui Xu, Fuxun Yu, Chenchen Liu, Xiang Chen:
HAMPER: high-performance adaptive mobile security enhancement against malicious speech and image recognition. ASP-DAC 2019: 512-517 - [c35]Zhuwei Qin, Fuxun Yu, Chenchen Liu, Xiang Chen:
Functionality-Oriented Convolutional Filter Pruning. BMVC 2019: 92 - [c34]Chenchen Liu, Xinyu Weng, Yadong Mu:
Recurrent Attentive Zooming for Joint Crowd Counting and Precise Localization. CVPR 2019: 1217-1226 - [c33]Fuxun Yu, Zirui Xu, Chenchen Liu, Xiang Chen:
MASKER: Adaptive Mobile Security Enhancement against Automatic Speech Recognition in Eavesdropping. DAC 2019: 163 - [c32]Zirui Xu, Fuxun Yu, Chenchen Liu, Xiang Chen:
ReForm: Static and Dynamic Resource-Aware DNN Reconfiguration Framework for Mobile Device. DAC 2019: 183 - [c31]Chenchen Liu:
A neuromorphic GAN system for intelligent computing on edge. SEC 2019: 342-343 - [c30]Fuxun Yu, Zhuwei Qin, Chenchen Liu, Liang Zhao, Yanzhi Wang, Xiang Chen:
Interpreting and Evaluating Neural Network Robustness. IJCAI 2019: 4199-4205 - [c29]Chenchen Liu, Yuyang Zheng, Zhengyu Zhang, Weilong Ren:
Relay Selection Scheme for Energy Harvesting IoT Networks with Direct Link. ITNAC 2019: 1-4 - [c28]Jing Zhao, Chenchen Liu, Zhengyu Zhang, Shibin Zhang, Ming Zhao:
Energy Efficiency Optimization in Energy Harvesting Two-Hop Half-duplex Relay Systems. ITNAC 2019: 1-6 - [p1]Amr Mahmoud Hassan, Chenchen Liu, Chaofei Yang, Hai (Helen) Li, Yiran Chen:
Designing Neuromorphic Computing Systems with Memristor Devices. Handbook of Memristor Networks 2019: 469-494 - [i9]Fuxun Yu, Zhuwei Qin, Chenchen Liu, Liang Zhao, Yanzhi Wang, Xiang Chen:
Interpreting and Evaluating Neural Network Robustness. CoRR abs/1905.04270 (2019) - 2018
- [j5]Zhuwei Qin, Fuxun Yu, Chenchen Liu, Xiang Chen:
How convolutional neural networks see the world - A survey of convolutional neural network visualization methods. Math. Found. Comput. 1(2): 149-180 (2018) - [j4]Weizhi Nie
Mitosis event recognition and detection based on evolution of feature in time domain. Mach. Vis. Appl. 29(8): 1249-1256 (2018) - [j3]Chenchen Liu, Tiejun Lv
Joint relay-user selection in energy harvesting relay network with direct link. Phys. Commun. 28: 123-129 (2018) - [c27]Chenchen Liu, Tong Wu:
ReRAM-based Circuit and System Design for Future Storage and Computing. APCCAS 2018: 390-393 - [c26]Fuqiang Liu, Chenchen Liu:
Towards accurate and high-speed spiking neuromorphic systems with data quantization-aware deep networks. DAC 2018: 104:1-104:6 - [c25]Chenchen Liu, Yi Zhong, Yuanli Wang, Xiu Xiong:
Intelligent fault diagnosis of air conditioning system in electric bus. ICNSC 2018: 1-6 - [c24]Chenchen Liu, Yi Zhong, Yuanli Wang:
Improved Detection of User Malicious Behavior through Log Mining based on IHMM. ICSAI 2018: 1193-1198 - [c23]Zirui Xu, Zhuwei Qin, Fuxun Yu, Chenchen Liu, Xiang Chen:
DiReCt: Resource-Aware Dynamic Model Reconfiguration for Convolutional Neural Network in Mobile Systems. ISLPED 2018: 37:1-37:6 - [c22]Chenchen Liu, Qide Dong, Fuxun Yu, Xiang Chen:
ReRise: An Adversarial Example Restoration System for Neuromorphic Computing Security. ISVLSI 2018: 470-475 - [c21]Chenchen Liu, Jing Zhao, Jiaxi Zhou, Zhengyu Zhang, Weilong Ren:
Joint Design of Relay-User Selection in Direct-link Energy Harvesting Relay Networks. ITNAC 2018: 1-4 - [c20]Weilong Ren, Letian Li, Yanjun Yao, Chenchen Liu, Shuo Wang:
Sleep-based Resource Allocation Algorithm for Inter-Femto Interference Mitigation. ITNAC 2018: 1-6 - [c19]Shimeng Yu
Special session on reliability and vulnerability of neuromorphic computing systems. VTS 2018: 1 - [i8]Zhuwei Qin, Fuxun Yu, Chenchen Liu, Xiang Chen:
How convolutional neural network see the world - A survey of convolutional neural network visualization methods. CoRR abs/1804.11191 (2018) - [i7]Fuqiang Liu, Chenchen Liu:
Towards Accurate and High-Speed Spiking Neuromorphic Systems with Data Quantization-Aware Deep Networks. CoRR abs/1805.03054 (2018) - [i6]Fuxun Yu, Zirui Xu, Yanzhi Wang, Chenchen Liu, Xiang Chen:
Towards Robust Training of Neural Networks by Regularizing Adversarial Gradients. CoRR abs/1805.09370 (2018) - [i5]Fuqiang Liu, Chenchen Liu:
A Memristor based Unsupervised Neuromorphic System Towards Fast and Energy-Efficient GAN. CoRR abs/1806.01775 (2018) - [i4]Zirui Xu, Fuxun Yu, Chenchen Liu, Xiang Chen:
HASP: A High-Performance Adaptive Mobile Security Enhancement Against Malicious Speech Recognition. CoRR abs/1809.01697 (2018) - [i3]Fuxun Yu, Chenchen Liu, Yanzhi Wang, Liang Zhao, Xiang Chen:
Interpreting Adversarial Robustness: A View from Decision Surface in Input Space. CoRR abs/1810.00144 (2018) - [i2]Zhuwei Qin, Fuxun Yu, Chenchen Liu, Liang Zhao, Xiang Chen:
Interpretable Convolutional Filter Pruning. CoRR abs/1810.07322 (2018) - [i1]Zhuwei Qin, Fuxun Yu, Chenchen Liu, Xiang Chen:
Demystifying Neural Network Filter Pruning. CoRR abs/1811.02639 (2018) - 2017
- [j2]Hai (Helen) Li
Looking Ahead for Resistive Memory Technology: A broad perspective on ReRAM technology for future storage and computing. IEEE Consumer Electron. Mag. 6(1): 94-103 (2017) - [c18]Chenchen Liu, Qing Yang, Chi Zhang, Hao Jiang, Qing Wu, Hai Helen Li
A memristor-based neuromorphic engine with a current sensing scheme for artificial neural network applications. ASP-DAC 2017: 647-652 - [c17]Chenchen Liu, Miao Hu, John Paul Strachan, Hai (Helen) Li
Rescuing Memristor-based Neuromorphic Design with High Defects. DAC 2017: 87:1-87:6 - [c16]Amr M. Hassan, Chaofei Yang, Chenchen Liu, Hai Helen Li
Hybrid spiking-based multi-layered self-learning neuromorphic system based on memristor crossbar arrays. DATE 2017: 776-781 - [c15]Chenchen Liu, Tiejun Lv, Hui Gao, Yueming Lu:
Enhanced Physical Layer Security for Ultra-Dense D2D Communications Underlaying Cellular Networks with Full-Duplex Users. GLOBECOM Workshops 2017: 1-6 - [c14]Chenchen Liu, Tiejun Lv, Weijun Tang, Hui Gao, Yueming Lu:
On the performance of mode selection for hybrid-duplex D2D communications. MILCOM 2017: 852-857 - [c13]Chenchen Liu, Fuqiang Liu, Hai (Helen) Li:
Brain-inspired computing accelerated by memristor technology. NANOCOM 2017: 17:1-17:6 - [c12]Tiejun Lv, Chenchen Liu, Hui Gao:
Novel User Scheduling Algorithms for Carrier Aggregation System in Heterogeneous Network. WCNC 2017: 1-6 - 2016
- [j1]Changsheng Chen
PiCode: A New Picture-Embedding 2D Barcode. IEEE Trans. Image Process. 25(8): 3444-3458 (2016) - [c11]Chenchen Liu, Xiaolin Li, Baojian Zhou, Wai Ho Mow:
On the minimum subspace coding capacity of multiplicative finite-field matrix channels with a given rank distribution. APCC 2016: 302-306 - [c10]Chang Song, Beiye Liu, Chenchen Liu, Hai Li
Design techniques of eNVM-enabled neuromorphic computing systems. ICCD 2016: 674-677 - [c9]Chenchen Liu, Yiran Chen, Hai Li
Neural processor design enabled by memristor technology. ICRC 2016: 1-4 - [c8]Hao Jiang, Weijie Zhu, Fu Luo, Kangjun Bai
Cyclical sensing integrate-and-fire circuit for memristor array based neuromorphic computing. ISCAS 2016: 930-933 - [c7]Chenchen Liu, Qing Yang, Bonan Yan, Jianlei Yang, Xiaocong Du, Weijie Zhu, Hao Jiang, Qing Wu, Mark Barnell, Hai Li
A Memristor Crossbar Based Computing Engine Optimized for High Speed and Accuracy. ISVLSI 2016: 110-115 - 2015
- [c6]Hai (Helen) Li
Spiking-based matrix computation by leveraging memristor crossbar array. CISDA 2015: 1-4 - [c5]Chenchen Liu, Bonan Yan, Chaofei Yang, Linghao Song
A spiking neuromorphic design with resistive crossbar. DAC 2015: 14:1-14:6 - [c4]Beiye Liu, Xiaoxiao Liu
Hardware acceleration for neuromorphic computing: An evolving view. NVMTS 2015: 1-4 - [c3]Zheng Li, Chenchen Liu, Yandan Wang, Bonan Yan, Chaofei Yang, Jianlei Yang, Hai Li:
An overview on memristor crossabr based neuromorphic circuit and architecture. VLSI-SoC 2015: 52-56 - 2014
- [c2]Chenchen Liu, Hai Li
A Weighted Sensing Scheme for ReRAM-Based Cross-Point Memory Array. ISVLSI 2014: 65-70 - 2013
- [c1]Chenchen Liu, Wai Ho Mow:
Bounds on the expected rank of sparse linear operator channel matrices. APCC 2013: 514-519
Coauthor Index
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