Gang Chen

ORCID

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 58

Top Venues

J. Syst. Archit.

DATE

J. Circuits Syst. Comput.

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.

Technical University Munich (PHD)

Education History

Technical University Munich

PHD

Publications

Yuanhai Zhang, Shuai Zhao, Gang Chen, Haoyu Luo, Kai Huang
Timing-accurate scheduling and allocation for parallel I/O operations in real-time systems. J. Syst. Archit. 152 (2024)
Hongbing Tan, Libo Huang, Zhong Zheng, Hui Guo, Qianming Yang, Li Shen, Gang Chen, Liquan Xiao, Nong Xiao
A Low-Cost Floating-Point Dot-Product-Dual-Accumulate Architecture for HPC-Enabled AI. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 43 (2) (2024)
Haitao Meng, Changcai Li, Gang Chen, Long Cheng, Alois Knoll
Efficient 3D Object Detection Based on Pseudo-LiDAR Representation. IEEE Trans. Intell. Veh. 9 (1) (2024)
Wenwei Lin, Chonghao Zhong, Xunpei Sun, Haitao Meng, Gang Chen, Biao Hu, Zonghua Gu
Rotation-Invariant Descriptors Learned with Circulant Convolution Neural Networks. ICTAI (2023)
Siyu Luan, Zonghua Gu, Rui Xu, Qingling Zhao, Gang Chen
LRP-based network pruning and policy distillation of robust and non-robust DRL agents for embedded systems. Concurr. Comput. Pract. Exp. 35 (19) (2023)
Yushen Wang, Yang Yang, Jiaxi Deng, Haitao Meng, Gang Chen
FastOmniMVS: Real-time Omnidirectional Depth Estimation from Multiview Fisheye Images. ICPADS (2023)
Haitao Meng, Changcai Li, Gang Chen, Zonghua Gu, Alois Knoll
ER3D: An Efficient Real-time 3D Object Detection Framework for Autonomous Driving. ICPADS (2023)
Wendong Zheng, Putian Zhao, Gang Chen, Huihui Zhou, Yonghong Tian
A Hybrid Spiking Neurons Embedded LSTM Network for Multivariate Time Series Learning Under Concept-Drift Environment. IEEE Trans. Knowl. Data Eng. 35 (7) (2023)
Yuanhai Zhang, Zijin Xu, Yibo Zhang, Nan Guan, Shuai Zhao, Gang Chen, Kai Huang
FTSC: Fault-tolerant scheduling and control co-design for distributed real-time system. J. Syst. Archit. 142 (2023)
Gang Chen, Yi Zheng, Zhaoheng Zhou, Shengyu He, Wang Yi
A GPU-accelerated real-time human voice separation framework for mobile phones. J. Syst. Archit. 145 (2023)
Qian Huang, Gaoxing Shang, Yu Zhang, Gang Chen
EDS-SLAM: An Energy-Efficient Accelerator for Real-Time Dense Stereo SLAM with Learned Feature Matching. ICCAD (2023)
Yuanxing Yan, Yehua Ling, Kai Huang, Gang Chen
An efficient real-time accelerator for high-accuracy DNN-based optical flow estimation in FPGA. J. Syst. Archit. 136 (2023)
Wendong Zheng, Yu Zhou, Gang Chen, Zonghua Gu, Kai Huang
Towards Effective Training of Robust Spiking Recurrent Neural Networks Under General Input Noise via Provable Analysis. ICCAD (2023)
Yu Zhang, Yi Zheng, Yehua Ling, Haitao Meng, Gang Chen
A robust and real-time DNN-based multi-baseline stereo accelerator in FPGAs. J. Syst. Archit. 143 (2023)
Haitao Meng, Changcai Li, Chonghao Zhong, Jianfeng Gu, Gang Chen, Alois Knoll
FastFusion: Deep stereo-LiDAR fusion for real-time high-precision dense depth sensing. J. Field Robotics 40 (7) (2023)
Wendong Zheng, Gang Chen
An Accurate GRU-Based Power Time-Series Prediction Approach With Selective State Updating and Stochastic Optimization. IEEE Trans. Cybern. 52 (12) (2022)
Rui Xu, Siyu Luan, Zonghua Gu, Qingling Zhao, Gang Chen
LRP-based Policy Pruning and Distillation of Reinforcement Learning Agents for Embedded Systems. ISORC (2022)
Boyang Li, Jieling Li, Gang Chen, Hejun Wu, Kai Huang
De-snowing LiDAR Point Clouds With Intensity and Spatial-Temporal Features. ICRA (2022)
Haitao Meng, Changcai Li, Gang Chen, Alois C. Knoll
Accurate and Real-time Pseudo Lidar Detection: Is Stereo Neural Network Really Necessary? CoRR (2022)
Mingyue Cui, Yuzhang Zhu, Yechang Liu, Yunchao Liu, Gang Chen, Kai Huang
Dense Depth-Map Estimation Based on Fusion of Event Camera and Sparse LiDAR. IEEE Trans. Instrum. Meas. 71 (2022)
Changcai Li, Haitao Meng, Gang Chen, Long Cheng
Real-time Pseudo-LiDAR 3D object detection with geometric constraints. ITSC (2022)
Yu Zhang, Tao He, Lefeng Peng, Yi Chang, Kai Huang, Gang Chen
An ultra-high-speed hardware accelerator for image reconstruction and stereo rectification on event-based camera. Microelectron. J. 119 (2022)
Yehua Ling, Tao He, Yu Zhang, Haitao Meng, Kai Huang, Gang Chen
Lite-Stereo: A Resource-Efficient Hardware Accelerator for Real-Time High-Quality Stereo Estimation Using Binary Neural Network. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41 (12) (2022)
Gang Chen, Zhaoheng Zhou, Shengyu He, Yi Zheng, Wang Yi
VoiceBit: GPU-Accelerated Real-Time Human Voice Separation for Mobile Phones. HPCC/DSS/SmartCity/DependSys (2022)
Yehua Ling, Yuanxing Yan, Kai Huang, Gang Chen
FlowAcc: Real-Time High-Accuracy DNN-based Optical Flow Accelerator in FPGA. DATE (2022)
Wendong Zheng, Putian Zhao, Kai Huang, Gang Chen
Understanding the Property of Long Term Memory for the LSTM with Attention Mechanism. CIKM (2021)
Shengyu He, Haitao Meng, Zhaoheng Zhou, Yongjun Liu, Kai Huang, Gang Chen
An efficient GPU-accelerated inference engine for binary neural network on mobile phones. J. Syst. Archit. 117 (2021)
Junjie Yang, Guangyi Xu, Gang Chen, Nan Guan, Kai Huang
Efficient runtime slack management for EDF-VD-based mixed-criticality scheduling. J. Syst. Archit. 117 (2021)
Xinyang Dong, Gang Chen, Mingsong Lv, Weiguang Pang, Wang Yi
Flexible Mixed-Criticality Scheduling with Dynamic Slack Management. J. Circuits Syst. Comput. 30 (10) (2021)
Haitao Meng, Chonghao Zhong, Jianfeng Gu, Gang Chen
A GPU -accelerated Deep Stereo- LiDAR Fusion for Real-time High-precision Dense Depth Sensing. DATE (2021)
Ye Ma, Gang Chen, Mingsong Lv, Wang Yi, Xue Liu, Hao Chen, Bo Zhu
Efficient and Effective Dimension Control in Automotive Applications. IEEE Trans. Ind. Informatics 17 (3) (2021)
Yehua Ling, Tao He, Haitao Meng, Yu Zhang, Gang Chen
Hardware accelerator for an accurate local stereo matching algorithm using binary neural network. J. Syst. Archit. 117 (2021)
Boyang Li, Hao Meng, Yuzhang Zhu, Rihui Song, Mingyue Cui, Gang Chen, Kai Huang
Enhancing 3-D LiDAR Point Clouds With Event-Based Camera. IEEE Trans. Instrum. Meas. 70 (2021)
Gang Chen, Haitao Meng, Yucheng Liang, Kai Huang
GPU-Accelerated Real-Time Stereo Estimation With Binary Neural Network. IEEE Trans. Parallel Distributed Syst. 31 (12) (2020)
Gang Chen, Yehua Ling, Tao He, Haitao Meng, Shengyu He, Yu Zhang, Kai Huang
StereoEngine: An FPGA-Based Accelerator for Real-Time High-Quality Stereo Estimation With Binary Neural Network. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39 (11) (2020)
Gang Chen, Shengyu He, Haitao Meng, Kai Huang
PhoneBit: Efficient GPU-Accelerated Binary Neural Network Inference Engine for Mobile Phones. DATE (2020)
Gang Chen, Nan Guan, Kai Huang, Wang Yi
Fault-tolerant real-time tasks scheduling with dynamic fault handling. J. Syst. Archit. 102 (2020)
Gang Chen, Qingqing Meng, Yongjun Liu, Haitao Meng
Spatio-Temporal LSTM with Aggregated Feature Learning for Human Action Recognition. RCAR (2019)
Gang Chen, Shengyu He, Haitao Meng, Kai Huang
PhoneBit: Efficient GPU-Accelerated Binary Neural Network Inference Engine for Mobile Phones. CoRR (2019)
Long Cheng, Kai Huang, Gang Chen, Zhenshan Bing, Alois C. Knoll
Adaptive Periodic Thermal Management for Pipelined Hard Real-Time Systems. IEEE Access 7 (2019)
Long Cheng, Gang Chen, Jieling Li, Zhihao Zhao, Alois C. Knoll, Kai Huang
McFTP: A framework for fast thermal managements prototyping on real multi-core processors. Sustain. Comput. Informatics Syst. 22 (2019)
Long Cheng, Kai Huang, Gang Chen, Biao Hu, Zhuangyi Jiang, Alois C. Knoll
Applying Periodic Thermal Management on Hard Real-Time Systems to Minimize Peak Temperature. J. Circuits Syst. Comput. 27 (13) (2018)
Gang Chen, Nan Guan, Di Liu, Qingqiang He, Kai Huang, Todor P. Stefanov, Wang Yi
Utilization-Based Scheduling of Flexible Mixed-Criticality Real-Time Tasks. IEEE Trans. Computers 67 (4) (2018)
Biao Hu, Gang Chen, Kai Huang
Semi-Slack Scheduling Arbitrary Activation Patterns in Mixed-Criticality Systems. IEEE Access 6 (2018)
Di Liu, Nan Guan, Jelena Spasic, Gang Chen, Songran Liu, Todor P. Stefanov, Wang Yi
Scheduling Analysis of Imprecise Mixed-Criticality Real-Time Tasks. IEEE Trans. Computers 67 (7) (2018)
Gang Chen, Nan Guan, Biao Hu, Wang Yi
EDF-VD Scheduling of Flexible Mixed-Criticality System With Multiple-Shot Transitions. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 37 (11) (2018)
Biao Hu, Kai Huang, Gang Chen, Long Cheng, Alois C. Knoll
Online workload monitoring with the feedback of actual execution time for real-time systems. DATE (2017)
Long Cheng, Zhihao Zhao, Kai Huang, Gang Chen, Alois C. Knoll
McFTP: A Framework to Explore and Prototype Multi-core Thermal Managements on Real Processors. TrustCom/BigDataSE/ICESS (2017)
Biao Hu, Kai Huang, Gang Chen, Long Cheng, Dongkun Han, Alois C. Knoll
Schedulability Analysis Towards Arbitrarily Activated Tasks in Mixed-Criticality Systems. J. Circuits Syst. Comput. 26 (10) (2017)
Gang Chen, Nan Guan, Di Liu, Qingqiang He, Kai Huang, Todor P. Stefanov, Wang Yi
Utilization-Based Scheduling of Flexible Mixed-Criticality Real-Time Tasks. CoRR (2017)
Long Cheng, Kai Huang, Gang Chen, Biao Hu, Alois C. Knoll
Mixed-Criticality Control System with Performance and Robustness Guarantees. TrustCom/BigDataSE/ICESS (2017)
Gang Chen, Biao Hu, Kai Huang, Alois C. Knoll, Kai Huang, Di Liu, Todor P. Stefanov, Feng Li
Reconfigurable cache for real-time MPSoCs: Scheduling and implementation. Microprocess. Microsystems 42 (2016)
Biao Hu, Kai Huang, Gang Chen, Long Cheng, Alois C. Knoll
Adaptive Workload Management in Mixed-Criticality Systems. ACM Trans. Embed. Comput. Syst. 16 (1) (2016)
Di Liu, Jelena Spasic, Gang Chen, Nan Guan, Songran Liu, Todor P. Stefanov, Wang Yi
EDF-VD Scheduling of Mixed-Criticality Systems with Degraded Quality Guarantees. CoRR (2016)
Long Cheng, Kai Huang, Gang Chen, Biao Hu, Alois C. Knoll
Minimizing peak temperature for pipelined hard real-time systems. DATE (2016)
Di Liu, Jelena Spasic, Nan Guan, Gang Chen, Songran Liu, Todor P. Stefanov, Wang Yi
EDF-VD Scheduling of Mixed-Criticality Systems with Degraded Quality Guarantees. RTSS (2016)
Biao Hu, Kai Huang, Gang Chen, Long Cheng, Alois C. Knoll
Evaluation and Improvements of Runtime Monitoring Methods for Real-Time Event Streams. ACM Trans. Embed. Comput. Syst. 15 (3) (2016)
Gang Chen, Kai Huang, Long Cheng, Biao Hu, Alois C. Knoll
Dynamic Partitioned Cache Memory for Real-Time MPSoCs with Mixed Criticality. J. Circuits Syst. Comput. 25 (6) (2016)
Gang Chen, Kai Huang, Christian Buckl, Alois C. Knoll
Applying Pay-Burst-Only-Once Principle for Periodic Power Management in Hard Real-Time Pipelined Multiprocessor Systems. ACM Trans. Design Autom. Electr. Syst. 20 (2) (2015)
Biao Hu, Kai Huang, Gang Chen, Long Cheng, Alois C. Knoll
Adaptive runtime shaping for mixed-criticality systems. EMSOFT (2015)
Kai Huang, Xiaoxu Zhang, Siwen Xiu, Dan-dan Zheng, Min Yu, De Ma, Kai Huang, Gang Chen, Xiaolang Yan
Profiling and annotation combined method for multimedia application specific MPSoC performance estimation. Frontiers Inf. Technol. Electron. Eng. 16 (2) (2015)
Long Cheng, Kai Huang, Gang Chen, Biao Hu, Alois C. Knoll
Periodic thermal management for hard real-time systems. SIES (2015)
Biao Hu, Kai Huang, Gang Chen, Alois C. Knoll
Evaluation of runtime monitoring methods for real-time event streams. ASP-DAC (2015)
Di Liu, Jelena Spasic, Gang Chen, Todor P. Stefanov
Energy-efficient mapping of real-time streaming applications on cluster heterogeneous MPSoCs. ESTIMedia (2015)
Gang Chen, Kai Huang, Alois C. Knoll
Energy optimization for real-time multiprocessor system-on-chip with optimal DVFS and DPM combination. ACM Trans. Embed. Comput. Syst. 13 (3s) (2014)
Di Liu, Jelena Spasic, Jiali Teddy Zhai, Todor P. Stefanov, Gang Chen
Resource optimization for CSDF-modeled streaming applications with latency constraints. DATE (2014)
Gang Chen, Biao Hu, Kai Huang, Alois C. Knoll, Di Liu
Abstract: Shared L2 Cache Management in Multicore Real-Time System. FCCM (2014)
Gang Chen, Biao Hu, Kai Huang, Alois C. Knoll, Kai Huang, Di Liu, Todor P. Stefanov
Automatic cache partitioning and time-triggered scheduling for real-time MPSoCs. ReConFig (2014)
Gang Chen, Kai Huang, Alois C. Knoll
Adaptive dynamic power management for hard real-time pipelined Multiprocessor Systems. RTCSA (2014)
Gang Chen, Kai Huang, Christian Buckl, Alois C. Knoll
Energy optimization with worst-case deadline guarantee for pipelined multiprocessor systems. DATE (2013)
Gang Chen, Kai Huang, Jia Huang, Alois C. Knoll
Cache partitioning and scheduling for energy optimization of real-time MPSoCs. ASAP (2013)
Gang Chen, Kai Huang, Alois C. Knoll
Abstract: Energy optimization for real-time multiprocessor system-on-chip with optimal DVFS and DPM combination. ESTIMedia (2013)
Gang Chen, Kai Huang, Jia Huang, Christian Buckl, Alois C. Knoll
Effective Online Power Management with Adaptive Interplay of DVS and DPM for Embedded Real-Time System. DSD (2013)
Kai Huang, Gang Chen, Nadine Keddis, Michael Geisinger, Christian Buckl
Demo Abstract: An Inverted Pendulum Demonstrator for Timed Model-Based Design of Embedded Systems. ICCPS (2012)
Kai Huang, Gang Chen, Christian Buckl, Alois C. Knoll
Conforming the runtime inputs for hard real-time embedded systems. DAC (2012)

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Publication Activity (10 Years)

Top Topics

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Gang Chen