Chenchen Liu

ORCID

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 103

Top Venues

CoRR

DAC

ASP-DAC

Interact. Learn. Environ.

Publications

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 (2024)
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 (2024)
Chenchen Liu, Wenjun Jiang, Xiaojun Yuan
Learning-Based Block-Wise Planar Channel Estimation for Time-Varying MIMO OFDM. IEEE Wirel. Commun. Lett. 13 (8) (2024)
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)
Chenchen Liu, Yadong Mu
Multi-Granularity Interaction for Multi-Person 3D Motion Prediction. IEEE Trans. Circuits Syst. Video Technol. 34 (3) (2024)
Chenchen Liu, Shi-Jie Liu, Gwo-Jen Hwang, Yun-Fang Tu, Youmei Wang, Naini Wang
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) (2023)
Chenchen Liu, Gwo-Jen Hwang
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) (2023)
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)
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 (2023)
Chenchen Liu, Ping Wan, Gwo-Jen Hwang, Yun-Fang Tu, Youmei Wang
From competition to social interaction: a mobile team-based competition approach to promoting students' professional identity and perceptions. Interact. Learn. Environ. 31 (2) (2023)
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) (2023)
Zirui Xu, Fuxun Yu, Chenchen Liu, Xiang Chen
LanCeX: A Versatile and Lightweight Defense Method against Condensed Adversarial Attacks in Image and Audio Recognition. ACM Trans. Embed. Comput. Syst. 22 (1) (2023)
Chenchen Liu, Gwo-Jen Hwang, Yun-Fang Tu, Yiqing Yin, Youmei Wang
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) (2023)
Chenchen Liu, Jierui Hou, Yun-Fang Tu, Youmei Wang, Gwo-Jen Hwang
Incorporating a reflective thinking promoting mechanism into artificial intelligence-supported English writing environments. Interact. Learn. Environ. 31 (9) (2023)
Zhiguang Mo, Xiaoping Zhang, Huageng Liang, Qiaoyan Chen, Changjun Tie, Wen Xiao, Qi Cao, Chenchen Liu, Chao Zou, Liwen Wan, Xiaoliang Zhang, Ye Li
A Novel Three-Channel Endorectal Coil for Prostate Magnetic Resonance Imaging at 3T. IEEE Trans. Biomed. Eng. 70 (12) (2023)
Xingyuan Yan, Chenchen Liu, Meng Yang, Wei Feng, Min Zhong
An Improved Parameter Estimation Method for High-Efficiency Multi-GNSS-Integrated Orbit Determination. Remote. Sens. 15 (10) (2023)
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) (2023)
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 (2023)
Chenchen Liu, Wenyi Zhang, Yang Yang
Ternary perfect sequences with three-valued cross-correlation. Adv. Math. Commun. 16 (4) (2022)
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) (2022)
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) (2022)
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)
Fuxun Yu, Di Wang, Longfei Shangguan, Minjia Zhang, Chenchen Liu, Xiang Chen
A Survey of Multi-Tenant Deep Learning Inference on GPU. CoRR (2022)
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) (2022)
Chenchen Liu, Chengmao Wu
Transmission Efficiency Analysis and Data Calculation of vue.js Component in Front and Back Interaction Process. CIPAE (2022)
Ben Xue, Chenchen Liu, Yadong Mu
Video2Subtitle: Matching Weakly-Synchronized Sequences via Dynamic Temporal Alignment. ICMR (2022)
Zhuwei Qin, Fuxun Yu, Zirui Xu, Chenchen Liu, Xiang Chen
CaptorX: A Class-Adaptive Convolutional Neural Network Reconfiguration Framework. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41 (3) (2022)
Fuxun Yu, Zirui Xu, Chenchen Liu, Dimitrios Stamoulis, Di Wang, Yanzhi Wang, Xiang Chen
AntiDoteX: Attention-Based Dynamic Optimization for Neural Network Runtime Efficiency. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41 (11) (2022)
Yan Gao, Chenchen Liu, Liangyu Zhao, Kun Zhang
Multi-attribute group decision-making method based on time-series q-rung orthopair fuzzy sets. J. Intell. Fuzzy Syst. 41 (1) (2021)
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 (2021)
Chenchen Liu, Yadong Mu
Searching Motion Graphs for Human Motion Synthesis. ACM Multimedia (2021)
Zirui Xu, Fuxun Yu, Zhuwei Qin, Chenchen Liu, Xiang Chen
DiReCtX: Dynamic Resource-Aware CNN Reconfiguration Framework for Real-Time Mobile Applications. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 40 (2) (2021)
Fuxun Yu, Zhuwei Qin, Chenchen Liu, Di Wang, Xiang Chen
REIN the RobuTS: Robust DNN-Based Image Recognition in Autonomous Driving Systems. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 40 (6) (2021)
Fuxun Yu, Weishan Zhang, Zhuwei Qin, Zirui Xu, Di Wang, Chenchen Liu, Zhi Tian, Xiang Chen
Fed2: Feature-Aligned Federated Learning. KDD (2021)
Yan Gao, Chenchen Liu, Jiaqi Wang
Stabilization of Periodic Switched k-Valued Logical Networks. IEEE Access 9 (2021)
Chenchen Liu, Yongzhi Li, Kangqi Ma, Duo Zhang, Peijun Bao, Yadong Mu
Learning 3-D Human Pose Estimation from Catadioptric Videos. IJCAI (2021)
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 (2021)
Fuxun Yu, Weishan Zhang, Zhuwei Qin, Zirui Xu, Di Wang, Chenchen Liu, Zhi Tian, Xiang Chen
Fed2: Feature-Aligned Federated Learning. CoRR (2021)
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 (2021)
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. ICCAD (2021)
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)
Fuxun Yu, Chenchen Liu, Di Wang, Yanzhi Wang, Xiang Chen
AntiDote: Attention-based Dynamic Optimization for Neural Network Runtime Efficiency. DATE (2020)
Ruihai Wu, Kehan Xu, Chenchen Liu, Nan Zhuang, Yadong Mu
Localize, Assemble, and Predicate: Contextual Object Proposal Embedding for Visual Relation Detection. AAAI (2020)
Chenchen Liu, Yang Jin, Kehan Xu, Guoqiang Gong, Yadong Mu
Beyond Short-Term Snippet: Video Relation Detection With Spatio-Temporal Global Context. CVPR (2020)
Fuxun Yu, Chenchen Liu, Di Wang, Yanzhi Wang, Xiang Chen
AntiDote: Attention-based Dynamic Optimization for Neural Network Runtime Efficiency. CoRR (2020)
Fuxun Yu, Weishan Zhang, Zhuwei Qin, Zirui Xu, Di Wang, Chenchen Liu, Zhi Tian, Xiang Chen
Heterogeneous Federated Learning. CoRR (2020)
Chenchen Liu, Fuxun Yu, Zhuwei Qin, Xiang Chen
Enabling efficient ReRAM-based neural network computing via crossbar structure adaptive optimization. ISLPED (2020)
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 (2020)
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) (2019)
Zirui Xu, Fuxun Yu, Chenchen Liu, Xiang Chen
ReForm: Static and Dynamic Resource-Aware DNN Reconfiguration Framework for Mobile Device. DAC (2019)
Xingyuan Yan, Chenchen Liu, Guanwen Huang, Qin Zhang, Le Wang, Zhiwei Qin, Shichao Xie
A Priori Solar Radiation Pressure Model for BeiDou-3 MEO Satellites. Remote. Sens. 11 (13) (2019)
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) (2019)
Zhuwei Qin, Fuxun Yu, Chenchen Liu, Xiang Chen
Functionality-Oriented Convolutional Filter Pruning. BMVC (2019)
Fuxun Yu, Zhuwei Qin, Chenchen Liu, Liang Zhao, Yanzhi Wang, Xiang Chen
Interpreting and Evaluating Neural Network Robustness. CoRR (2019)
Chenchen Liu
A neuromorphic GAN system for intelligent computing on edge. SEC (2019)
Fuxun Yu, Zirui Xu, Chenchen Liu, Xiang Chen
MASKER: Adaptive Mobile Security Enhancement against Automatic Speech Recognition in Eavesdropping. DAC (2019)
Chenchen Liu, Yuyang Zheng, Zhengyu Zhang, Weilong Ren
Relay Selection Scheme for Energy Harvesting IoT Networks with Direct Link. ITNAC (2019)
Jing Zhao, Chenchen Liu, Zhengyu Zhang, Shibin Zhang, Ming Zhao
Energy Efficiency Optimization in Energy Harvesting Two-Hop Half-duplex Relay Systems. ITNAC (2019)
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)
Zirui Xu, Fuxun Yu, Chenchen Liu, Xiang Chen
HAMPER: high-performance adaptive mobile security enhancement against malicious speech and image recognition. ASP-DAC (2019)
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)
Chenchen Liu, Xinyu Weng, Yadong Mu
Recurrent Attentive Zooming for Joint Crowd Counting and Precise Localization. CVPR (2019)
Bing Li, Bonan Yan, Chenchen Liu, Hai (Helen) Li
Build reliable and efficient neuromorphic design with memristor technology. ASP-DAC (2019)
Fuxun Yu, Zhuwei Qin, Chenchen Liu, Liang Zhao, Yanzhi Wang, Xiang Chen
Interpreting and Evaluating Neural Network Robustness. IJCAI (2019)
Chenchen Liu, Sarah Sands-Meyer, Jacques Audran
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) (2019)
Fuxun Yu, Chenchen Liu, Yanzhi Wang, Liang Zhao, Xiang Chen
Interpreting Adversarial Robustness: A View from Decision Surface in Input Space. CoRR (2018)
Zhuwei Qin, Fuxun Yu, Chenchen Liu, Xiang Chen
How convolutional neural network see the world - A survey of convolutional neural network visualization methods. CoRR (2018)
Zhuwei Qin, Fuxun Yu, Chenchen Liu, Liang Zhao, Xiang Chen
Interpretable Convolutional Filter Pruning. CoRR (2018)
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)
Chenchen Liu, Yi Zhong, Yuanli Wang
Improved Detection of User Malicious Behavior through Log Mining based on IHMM. ICSAI (2018)
Weizhi Nie, Yan Yan, Tong Hao, Chenchen Liu, Yuting Su
Mitosis event recognition and detection based on evolution of feature in time domain. Mach. Vis. Appl. 29 (8) (2018)
Weilong Ren, Letian Li, Yanjun Yao, Chenchen Liu, Shuo Wang
Sleep-based Resource Allocation Algorithm for Inter-Femto Interference Mitigation. ITNAC (2018)
Zhuwei Qin, Fuxun Yu, Chenchen Liu, Xiang Chen
Demystifying Neural Network Filter Pruning. CoRR (2018)
Zirui Xu, Fuxun Yu, Chenchen Liu, Xiang Chen
HASP: A High-Performance Adaptive Mobile Security Enhancement Against Malicious Speech Recognition. CoRR (2018)
Chenchen Liu, Tiejun Lv
Joint relay-user selection in energy harvesting relay network with direct link. Phys. Commun. 28 (2018)
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)
Shimeng Yu, Chenchen Liu, Wujie Wen, Yiran Chen
Special session on reliability and vulnerability of neuromorphic computing systems. VTS (2018)
Chenchen Liu, Yi Zhong, Yuanli Wang, Xiu Xiong
Intelligent fault diagnosis of air conditioning system in electric bus. ICNSC (2018)
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) (2018)
Chenchen Liu, Qide Dong, Fuxun Yu, Xiang Chen
ReRise: An Adversarial Example Restoration System for Neuromorphic Computing Security. ISVLSI (2018)
Chenchen Liu, Tong Wu
ReRAM-based Circuit and System Design for Future Storage and Computing. APCCAS (2018)
Fuxun Yu, Zirui Xu, Yanzhi Wang, Chenchen Liu, Xiang Chen
Towards Robust Training of Neural Networks by Regularizing Adversarial Gradients. CoRR (2018)
Fuqiang Liu, Chenchen Liu
A Memristor based Unsupervised Neuromorphic System Towards Fast and Energy-Efficient GAN. CoRR (2018)
Fuqiang Liu, Chenchen Liu
Towards accurate and high-speed spiking neuromorphic systems with data quantization-aware deep networks. DAC (2018)
Fuqiang Liu, Chenchen Liu
Towards Accurate and High-Speed Spiking Neuromorphic Systems with Data Quantization-Aware Deep Networks. CoRR (2018)
Tiejun Lv, Chenchen Liu, Hui Gao
Novel User Scheduling Algorithms for Carrier Aggregation System in Heterogeneous Network. WCNC (2017)
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)
Chenchen Liu, Tiejun Lv, Weijun Tang, Hui Gao, Yueming Lu
On the performance of mode selection for hybrid-duplex D2D communications. MILCOM (2017)
Chenchen Liu, Miao Hu, John Paul Strachan, Hai (Helen) Li
Rescuing Memristor-based Neuromorphic Design with High Defects. DAC (2017)
Chenchen Liu, Fuqiang Liu, Hai (Helen) Li
Brain-inspired computing accelerated by memristor technology. NANOCOM (2017)
Amr M. Hassan, Chaofei Yang, Chenchen Liu, Hai Helen Li, Yiran Chen
Hybrid spiking-based multi-layered self-learning neuromorphic system based on memristor crossbar arrays. DATE (2017)
Hai (Helen) Li, Yiran Chen, Chenchen Liu, John Paul Strachan, Noraica Davila
Looking Ahead for Resistive Memory Technology: A broad perspective on ReRAM technology for future storage and computing. IEEE Consumer Electron. Mag. 6 (1) (2017)
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)
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)
Chang Song, Beiye Liu, Chenchen Liu, Hai Li, Yiran Chen
Design techniques of eNVM-enabled neuromorphic computing systems. ICCD (2016)
Changsheng Chen, Wenjian Huang, Baojian Zhou, Chenchen Liu, Wai Ho Mow
PiCode: A New Picture-Embedding 2D Barcode. IEEE Trans. Image Process. 25 (8) (2016)
Hao Jiang, Weijie Zhu, Fu Luo, Kangjun Bai, Chenchen Liu, Xiaorong Zhang, J. Joshua Yang, Qiangfei Xia, Yiran Chen, Qing Wu
Cyclical sensing integrate-and-fire circuit for memristor array based neuromorphic computing. ISCAS (2016)
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)
Chenchen Liu, Yiran Chen, Hai Li
Neural processor design enabled by memristor technology. ICRC (2016)
Chenchen Liu, Bonan Yan, Chaofei Yang, Linghao Song, Zheng Li, Beiye Liu, Yiran Chen, Hai Li, Qing Wu, Hao Jiang
A spiking neuromorphic design with resistive crossbar. DAC (2015)

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Publication Activity (10 Years)

Top Topics

Top Venues

Chenchen Liu