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ORCIDRen Chen
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- affiliation: University of Southern California, USA
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2020 – today
- 2024
[c30]Hanjia Lyu, Song Jiang, Hanqing Zeng, Yinglong Xia, Qifan Wang, Si Zhang, Ren Chen, Christopher Leung, Jiajie Tang, Jiebo Luo:
LLM-Rec: Personalized Recommendation via Prompting Large Language Models. NAACL-HLT (Findings) 2024: 583-612- [c29]Xi Liu, Changgang Zheng
, Zhen Chen, Yong Liao, Ren Chen, Shufan Yang:
Reinforcement Learning for Patient Scheduling with Combinatorial Optimisation. SGAI Conf. (2) 2024: 238-243 - [i5]Aitor Ormazabal, Che Zheng, Cyprien de Masson d'Autume, Dani Yogatama, Deyu Fu, Donovan Ong, Eric Chen, Eugenie Lamprecht, Hai Pham, Isaac Ong, Kaloyan Aleksiev, Lei Li, Matthew Henderson, Max Bain, Mikel Artetxe, Nishant Relan, Piotr Padlewski, Qi Liu, Ren Chen, Samuel Phua, Yazheng Yang, Yi Tay, Yuqi Wang, Zhongkai Zhu, Zhihui Xie:
Reka Core, Flash, and Edge: A Series of Powerful Multimodal Language Models. CoRR abs/2404.12387 (2024) - [i4]Hanjia Lyu, Hanqing Zeng, Yinglong Xia, Ren Chen, Jiebo Luo:
Retrieval Augmentation via User Interest Clustering. CoRR abs/2408.03886 (2024) - 2023
- [j13]Zengzhen Mi, Ren Chen, Shanshan Zhao:
Research on steel rail surface defects detection based on improved YOLOv4 network. Frontiers Neurorobotics 17 (2023) - [c28]Xi Liu, Long Ma, Zhen Chen, Changgang Zheng, Ren Chen, Yong Liao, Shufan Yang:
A Novel State Space Exploration Method for the Sparse-Reward Reinforcement Learning Environment. SGAI Conf. 2023: 216-221 - 2022
- [j12]Ren Chen, Hao-Wei Tseng, Jie-Lin Lien, Wanjiun Liao:
Blockchain-Empowered Identity Management with a Dual Identity Model for UAVs in 5G Networks. IEEE Internet Things Mag. 5(2): 69-73 (2022) - [j11]Qiying Shen, Yongsheng Liu, Ren Chen, Zhijing Xu, Yuan Zhang, Yaxuan Chen, Jingyu Huang:
The Atmospheric Vertical Detection of Large Area Regions Based on Interference Signal Denoising of Weighted Adaptive Kalman Filter. Sensors 22(22): 8724 (2022) - [j10]Yaodong Cui, Ren Chen, Wenbo Chu, Long Chen, Daxin Tian, Ying Li, Dongpu Cao:
Deep Learning for Image and Point Cloud Fusion in Autonomous Driving: A Review. IEEE Trans. Intell. Transp. Syst. 23(2): 722-739 (2022) - [c27]Ren Chen, Hong Cheng:
Design and implementation of carbon dioxide sensor based on energy acquisition technology. ICCSIE 2022: 701-704 - [i3]Hanqing Zeng, Muhan Zhang, Yinglong Xia, Ajitesh Srivastava, Andrey Malevich, Rajgopal Kannan, Viktor K. Prasanna, Long Jin, Ren Chen:
Decoupling the Depth and Scope of Graph Neural Networks. CoRR abs/2201.07858 (2022) - 2021
- [c26]Hanqing Zeng, Muhan Zhang, Yinglong Xia, Ajitesh Srivastava, Andrey Malevich, Rajgopal Kannan, Viktor K. Prasanna, Long Jin, Ren Chen:
Decoupling the Depth and Scope of Graph Neural Networks. NeurIPS 2021: 19665-19679 - 2020
- [j9]Xinxin Hu, Leichai Shen, Jing Wen, Ren Chen, Heng Wang, Ming Kan, Mi Shen:
Medical Quality Control in a General Hospital Based on Plan-Do-Check-Act Cycle. J. Medical Imaging Health Informatics 10(12): 2795-2799 (2020) - [j8]Xinxin Hu, Leichai Shen, Jing Wen, Ren Chen, Heng Wang, Ming Kan, Mi Shen:
Medical Quality Control in a General Hospital Based on Plan-Do-Check-Act Cycle. J. Medical Imaging Health Informatics 10(12): 2795-2799 (2020) - [j7]Ren Chen, I-Ping Tu, Kai-Er Chuang, Qin-Xue Lin, Shih-Wei Liao, Wanjiun Liao:
Endex: Degree of Mining Power Decentralization for Proof-of-Work Based Blockchain Systems. IEEE Netw. 34(6): 266-271 (2020) - [i2]Yaodong Cui, Ren Chen, Wenbo Chu, Long Chen, Daxin Tian, Dongpu Cao:
Deep Learning for Image and Point Cloud Fusion in Autonomous Driving: A Review. CoRR abs/2004.05224 (2020)
2010 – 2019
- 2018
- [j6]Gui-Sen Li, Xuhui Chen, Keshou Wu, Ren Chen:
Direction-based urban broadcast protocol for vehicular ad hoc networks. Int. J. Ad Hoc Ubiquitous Comput. 28(3): 180-192 (2018) - [c25]Hanqing Zeng, Ren Chen, Chi Zhang, Viktor K. Prasanna:
A Framework for Generating High Throughput CNN Implementations on FPGAs. FPGA 2018: 117-126 - [c24]Li Zhou, Ren Chen, Yinglong Xia, Radu Teodorescu:
C-Graph: A Highly Efficient Concurrent Graph Reachability Query Framework. ICPP 2018: 79:1-79:10 - [c23]Chi-Ning Chou, Yu-Jing Lin, Ren Chen, Hsiu-Yao Chang, I-Ping Tu, Shih-Wei Liao:
Personalized Difficulty Adjustment for Countering the Double-Spending Attack in Proof-of-Work Consensus Protocols. iThings/GreenCom/CPSCom/SmartData 2018: 1456-1462 - [i1]Chi-Ning Chou, Yu-Jing Lin, Ren Chen, Hsiu-Yao Chang, I-Ping Tu, Shih-wei Liao:
Personalized Difficulty Adjustment for Countering the Double-Spending Attack in Proof-of-Work Consensus Protocols. CoRR abs/1807.02933 (2018) - 2017
- [j5]Ren Chen, Shreyas G. Singapura, Viktor K. Prasanna:
Optimal dynamic data layouts for 2D FFT on 3D memory integrated FPGA. J. Supercomput. 73(2): 652-663 (2017) - [j4]Ren Chen, Viktor K. Prasanna:
Computer Generation of High Throughput and Memory Efficient Sorting Designs on FPGA. IEEE Trans. Parallel Distributed Syst. 28(11): 3100-3113 (2017) - [c22]Ren Chen, Viktor K. Prasanna:
Optimal Circuits for Parallel Bit Reversal. DAC 2017: 73:1-73:6 - [c21]Qingsong Wen, Ren Chen, Lifeng Nai, Li Zhou, Yinglong Xia:
Finding Top K Shortest Simple Paths with Improved Space Efficiency. GRADES@SIGMOD/PODS 2017: 13:1-13:6 - [c20]Ren Chen, Gui-Sen Li, Bin Dai, Shun-Zhi Zhu:
Priority-based application level multicast for distributed interactive applications based on distance. iCAST 2017: 410-415 - [c19]Bin Dai, Ren Chen, Rung-Ching Chen:
Temperature control with fuzzy neural network. iCAST 2017: 452-455 - 2016
- [j3]Chunning Yan, Ren Chen, Yangxin Huang:
Mixed-effects Models with Skewed Distributions for Time-varying Decay Rate in HIV Dynamics. Commun. Stat. Simul. Comput. 45(2): 737-757 (2016) - [c18]Ren Chen, Viktor K. Prasanna:
Accelerating Equi-Join on a CPU-FPGA Heterogeneous Platform. FCCM 2016: 212-219 - [c17]Ren Chen, Viktor K. Prasanna:
Optimizing interconnection complexity for realizing fixed permutation in data and signal processing algorithms. FPL 2016: 1-9 - [c16]Wei-xin Cai, Gui-Sen Li, Xuhui Chen, Chao-Qun Hong, Shun-Zhi Zhu, Qin-Hong Wu, Ren Chen:
Education based new computer network simulator design and implementation. ICCSE 2016: 933-935 - [c15]Chi Zhang, Ren Chen, Viktor K. Prasanna:
High Throughput Large Scale Sorting on a CPU-FPGA Heterogeneous Platform. IPDPS Workshops 2016: 148-155 - 2015
- [c14]Ren Chen, Viktor K. Prasanna:
DRAM Row Activation Energy Optimization for Stride Memory Access on FPGA-Based Systems. ARC 2015: 349-356 - [c13]Ren Chen, Sruja Siriyal, Viktor K. Prasanna:
Energy and Memory Efficient Mapping of Bitonic Sorting on FPGA. FPGA 2015: 240-249 - [c12]Ren Chen, Viktor K. Prasanna:
Automatic generation of high throughput energy efficient streaming architectures for arbitrary fixed permutations. FPL 2015: 1-8 - [c11]Ren Chen, Shreyas G. Singapura, Viktor K. Prasanna:
Optimal Dynamic Data Layouts for 2D FFT on 3D Memory Integrated FPGA. PaCT 2015: 338-348 - [c10]Ajitesh Srivastava, Ren Chen, Viktor K. Prasanna, Charalampos Chelmis:
A hybrid design for high performance large-scale sorting on FPGA. ReConFig 2015: 1-6 - 2014
- [j2]Zhongfei Mu, Yihua Hu, Li Chen, Xiaojuan Wang, Ren Chen, Tao Wang, Yinrong Fu, Jinxuan Xu:
Synthesis of Bi3+ and Gd3+ doped ZnB2O4 for evaluation as potential materials in luminescent display applications. Displays 35(3): 147-151 (2014) - [c9]Ren Chen, Viktor K. Prasanna:
Algorithmic optimizations for energy efficient throughput-oriented FFT architectures on FPGA. IGCC 2014: 1-6 - [c8]Ren Chen, Viktor K. Prasanna:
Energy optimizations for FPGA-based 2-D FFT architecture. HPEC 2014: 1-6 - [c7]Sanmukh R. Kuppannagari, Ren Chen, Andrea Sanny, Shreyas G. Singapura, Geoffrey Phi C. Tran, Shijie Zhou, Yusong Hu, Stephen P. Crago, Viktor K. Prasanna:
Energy performance of FPGAs on PERFECT suite kernels. HPEC 2014: 1-6 - 2013
- [c6]Ren Chen, Hoang Le, Viktor K. Prasanna:
Energy efficient parameterized FFT architecture. FPL 2013: 1-7 - [c5]Ren Chen, Neungsoo Park, Viktor K. Prasanna:
High throughput energy efficient parallel FFT architecture on FPGAs. HPEC 2013: 1-6 - [c4]Ren Chen, Viktor K. Prasanna:
Energy-efficient architecture for stride permutation on streaming data. ReConFig 2013: 1-7 - 2011
- [c3]Ren Chen, Jun-hao Li:
"Light Saber 2": an enhanced wireless interactive system based on infrared motion capture. VRCAI 2011: 597-600
2000 – 2009
- 2008
- [j1]Ren Chen, Xiaonan Luo, Hao Xu:
Geometric compression of a quadrilateral mesh. Comput. Math. Appl. 56(6): 1597-1603 (2008) - 2006
- [c2]Ruotian Ling, Xiaonan Luo, Ren Chen, Wanmin Huang:
Interpolatory Ternary Subdivision for Triangular Meshes with Arbitrary Topology. ICAT Workshops 2006: 5-10 - [c1]Ruotian Ling, Xiaonan Luo, Ren Chen, Guifeng Zheng:
An Interpolatory Subdivision Scheme for Triangular Meshes and Progressive Transmission. VSMM 2006: 242-252
Coauthor Index
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