Cong Liu

According to our database, Cong Liu authored at least 148 papers between 2009 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

MII: A Multifaceted Framework for Intermittence-Aware Inference and Scheduling.

Ziliang Zhang, Cong Liu, Hyoseung Kim

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., November, 2024

Transferable Adversarial Attacks Against ASR.

Xiaoxue Gao, Zexin Li, Yiming Chen, Cong Liu, Haizhou Li

IEEE Signal Process. Lett., 2024

PPM: Automated Generation of Diverse Programming Problems for Benchmarking Code Generation Models.

Simin Chen, Xiaoning Feng, Xiaohong Han, Cong Liu, Wei Yang

Proc. ACM Softw. Eng., 2024

DeciX: Explain Deep Learning Based Code Generation Applications.

Simin Chen, Zexin Li, Wei Yang, Cong Liu

Proc. ACM Softw. Eng., 2024

Toward a Predictive eXtended Reality Teleoperation System with Duo-Virtual Spaces.

Ziliang Zhang, Cong Liu, Hyoseung Kim

CoRR, 2024

Genie: Smart ROS-based Caching for Connected Autonomous Robots.

Zexin Li, Soroush Bateni, Cong Liu

CoRR, 2024

Uncertainty Awareness of Large Language Models Under Code Distribution Shifts: A Benchmark Study.

Yufei Li, Simin Chen, Yanghong Guo, Wei Yang, Yue Dong, Cong Liu

CoRR, 2024

Unleashing the Power of Preemptive Priority-based Scheduling for Real-Time GPU Tasks.

Yidi Wang, Cong Liu, Daniel Wong, Hyoseung Kim

CoRR, 2024

GCAPS: GPU Context-Aware Preemptive Priority-Based Scheduling for Real-Time Tasks.

Yidi Wang, Cong Liu, Daniel Wong, Hyoseung Kim

Proceedings of the 36th Euromicro Conference on Real-Time Systems, 2024

Distantly-Supervised Joint Extraction with Noise-Robust Learning.

Yufei Li, Xiao Yu, Yanghong Guo, Yanchi Liu, Haifeng Chen, Cong Liu

Proceedings of the Findings of the Association for Computational Linguistics, 2024

Safety Alignment in NLP Tasks: Weakly Aligned Summarization as an In-Context Attack.

Yu Fu, Yufei Li, Wen Xiao, Cong Liu, Yue Dong

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

2023

MemPerf: Profiling Allocator-Induced Performance Slowdowns.

Jin Zhou, Sam Silvestro, Steven (Jiaxun) Tang, Hanmei Yang, Hongyu Liu, Guangming Zeng, Bo Wu, Cong Liu, Tongping Liu

Proc. ACM Program. Lang., October, 2023

Data Fusion in Infrastructure-Augmented Autonomous Driving System: Why? Where? and How?

Jianda Wang, Zhendong Wang, Bo Yu, Jie Tang, Shuaiwen Leon Song, Cong Liu, Yang Hu

IEEE Internet Things J., September, 2023

Distantly-Supervised Joint Entity and Relation Extraction with Noise-Robust Learning.

Yufei Li, Xiao Yu, Yanghong Guo, Yanchi Liu, Haifeng Chen, Cong Liu

CoRR, 2023

R^3: On-device Real-Time Deep Reinforcement Learning for Autonomous Robotics.

Zexin Li, Aritra Samanta, Yufei Li, Andrea Soltoggio, Hyoseung Kim, Cong Liu

CoRR, 2023

MIMONet: Multi-Input Multi-Output On-Device Deep Learning.

Zexin Li, Xiaoxi He, Yufei Li, Shahab Nikkhoo, Wei Yang, Lothar Thiele, Cong Liu

CoRR, 2023

RED: A Systematic Real-Time Scheduling Approach for Robotic Environmental Dynamics.

Zexin Li, Tao Ren, Xiaoxi He, Cong Liu

Proceedings of the IEEE Real-Time Systems Symposium, 2023

RT-LM: Uncertainty-Aware Resource Management for Real-Time Inference of Language Models.

Yufei Li, Zexin Li, Wei Yang, Cong Liu

Proceedings of the IEEE Real-Time Systems Symposium, 2023

$\mathrm{R}^{3}$: On-Device Real-Time Deep Reinforcement Learning for Autonomous Robotics.

Zexin Li, Aritra Samanta, Yufei Li, Andrea Soltoggio, Hyoseung Kim, Cong Liu

Proceedings of the IEEE Real-Time Systems Symposium, 2023

Domain Watermark: Effective and Harmless Dataset Copyright Protection is Closed at Hand.

Junfeng Guo, Yiming Li, Lixu Wang, Shu-Tao Xia, Heng Huang, Cong Liu, Bo Li

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

DyCL: Dynamic Neural Network Compilation Via Program Rewriting and Graph Optimization.

Simin Chen, Shiyi Wei, Cong Liu, Wei Yang

Proceedings of the 32nd ACM SIGSOFT International Symposium on Software Testing and Analysis, 2023

PIMbot: Policy and Incentive Manipulation for Multi-Robot Reinforcement Learning in Social Dilemmas.

Shahab Nikkhoo, Zexin Li, Aritra Samanta, Yufei Li, Cong Liu

IROS, 2023

SlothSpeech: Denial-of-service Attack Against Speech Recognition Models.

Mirazul Haque, Rutvij Shah, Simin Chen, Berrak Sisman, Cong Liu, Wei Yang

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

SCALE-UP: An Efficient Black-box Input-level Backdoor Detection via Analyzing Scaled Prediction Consistency.

Junfeng Guo, Yiming Li, Xun Chen, Hanqing Guo, Lichao Sun, Cong Liu

Proceedings of the Eleventh International Conference on Learning Representations, 2023

AntiNODE: Evaluating Efficiency Robustness of Neural ODEs.

Mirazul Haque, Simin Chen, Wasif Arman Haque, Cong Liu, Wei Yang

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

PolicyCleanse: Backdoor Detection and Mitigation for Competitive Reinforcement Learning.

Junfeng Guo, Ang Li, Lixu Wang, Cong Liu

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

GLAD: Content-Aware Dynamic Graphs For Log Anomaly Detection.

Yufei Li, Yanchi Liu, Haoyu Wang, Zhengzhang Chen, Wei Cheng, Yuncong Chen, Wenchao Yu, Haifeng Chen, Cong Liu

Proceedings of the IEEE International Conference on Knowledge Graph, 2023

Sibling-Attack: Rethinking Transferable Adversarial Attacks against Face Recognition.

Zexin Li, Bangjie Yin, Taiping Yao, Junfeng Guo, Shouhong Ding, Simin Chen, Cong Liu

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

The Dark Side of Dynamic Routing Neural Networks: Towards Efficiency Backdoor Injection.

Simin Chen, Hanlin Chen, Mirazul Haque, Cong Liu, Wei Yang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

White-Box Multi-Objective Adversarial Attack on Dialogue Generation.

Yufei Li, Zexin Li, Yingfan Gao, Cong Liu

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Uncertainty-Aware Bootstrap Learning for Joint Extraction on Distantly-Supervised Data.

Yufei Li, Xiao Yu, Yanchi Liu, Haifeng Chen, Cong Liu

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 2023

Dynamic Transformers Provide a False Sense of Efficiency.

Yiming Chen, Simin Chen, Zexin Li, Wei Yang, Cong Liu, Robby T. Tan, Haizhou Li

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022

Collision-Free Dynamic Convergecast in Low-Duty-Cycle Wireless Sensor Networks.

Long Cheng, Linghe Kong, Yu Gu, Jianwei Niu, Ting Zhu, Cong Liu, Shahid Mumtaz, Tian He

IEEE Trans. Wirel. Commun., 2022

Schedulability Analysis for Coscheduling Real-Time Tasks on Multiprocessors.

Zheng Dong, Cong Liu

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022

Deep-Learning-Based Wireless Human Motion Tracking for Mobile Ship Environments.

Kezhong Liu, Wen Yang, Mozi Chen, Kai Zheng, Xuming Zeng, Shengkai Zhang, Cong Liu

IEEE Internet Things J., 2022

Xronos: Predictable Coordination for Safety-Critical Distributed Embedded Systems.

Soroush Bateni, Marten Lohstroh, Hou Seng Wong, Rohan Tabish, Hokeun Kim, Shaokai Lin, Christian Menard, Cong Liu, Edward A. Lee

CoRR, 2022

Learning to Reverse DNNs from AI Programs Automatically.

Simin Chen, Hamed Khanpour, Cong Liu, Wei Yang

CoRR, 2022

Backdoor Detection in Reinforcement Learning.

Junfeng Guo, Ang Li, Cong Liu

CoRR, 2022

NMTSloth: understanding and testing efficiency degradation of neural machine translation systems.

Simin Chen, Cong Liu, Mirazul Haque, Zihe Song, Wei Yang

Proceedings of the 30th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2022

A Utilization-based Test for Non-preemptive Gang Tasks on Multiprocessors.

Zheng Dong, Cong Liu

Proceedings of the IEEE Real-Time Systems Symposium, 2022

Brief Industry Paper: The Necessity of Adaptive Data Fusion in Infrastructure-Augmented Autonomous Driving System.

Shaoshan Liu, Jianda Wang, Zhendong Wang, Bo Yu, Wei Hu, Yahui Liu, Jie Tang, Shuaiwen Leon Song, Cong Liu, Yang Hu

Proceedings of the 28th IEEE Real-Time and Embedded Technology and Applications Symposium, 2022

DeepPerform: An Efficient Approach for Performance Testing of Resource-Constrained Neural Networks.

Simin Chen, Mirazul Haque, Cong Liu, Wei Yang

Proceedings of the 37th IEEE/ACM International Conference on Automated Software Engineering, 2022

Learn to Reverse DNNs from AI Programs Automatically.

Simin Chen, Hamed Khanpour, Cong Liu, Wei Yang

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

EREBA: Black-box Energy Testing of Adaptive Neural Networks.

Mirazul Haque, Yaswanth Yadlapalli, Wei Yang, Cong Liu

Proceedings of the 44th IEEE/ACM 44th International Conference on Software Engineering, 2022

AEVA: Black-box Backdoor Detection Using Adversarial Extreme Value Analysis.

Junfeng Guo, Ang Li, Cong Liu

Proceedings of the Tenth International Conference on Learning Representations, 2022

Deep Partial Updating: Towards Communication Efficient Updating for On-Device Inference.

Zhongnan Qu, Cong Liu, Lothar Thiele

Proceedings of the Computer Vision - ECCV 2022, 2022

NICGSlowDown: Evaluating the Efficiency Robustness of Neural Image Caption Generation Models.

Simin Chen, Zihe Song, Mirazul Haque, Cong Liu, Wei Yang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Neural Mean Discrepancy for Efficient Out-of-Distribution Detection.

Xin Dong, Junfeng Guo, Ang Li, Wei-Te Ting, Cong Liu, H. T. Kung

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

Tardiness Bounds for Sporadic Gang Tasks Under Preemptive Global EDF Scheduling.

Zheng Dong, Kecheng Yang, Nathan Fisher, Cong Liu

IEEE Trans. Parallel Distributed Syst., 2021

SWIM: Speed-Aware WiFi-Based Passive Indoor Localization for Mobile Ship Environment.

Mozi Chen, Kezhong Liu, Jie Ma, Yu Gu, Zheng Dong, Cong Liu

IEEE Trans. Mob. Comput., 2021

Efficient algorithms for task mapping on heterogeneous CPU/GPU platforms for fast completion time.

Zexin Li, Yuqun Zhang, Ao Ding, Husheng Zhou, Cong Liu

J. Syst. Archit., 2021

PredCoin: Defense against Query-based Hard-label Attack.

Junfeng Guo, Yaswanth Yadlapalli, Lothar Thiele, Ang Li, Cong Liu

CoRR, 2021

LAG-Based Analysis Techniques for Scheduling Multiprocessor Hard Real-Time Sporadic DAGs.

Yaswanth Yadlapalli, Cong Liu

Proceedings of the 42nd IEEE Real-Time Systems Symposium, 2021

Eliciting Smartphone App Requirements for Helping Senior People: A Questionnaire Approach.

Julie R. Rauer, Kirthy Kolluri, Lawrence Chung, Cong Liu, Tom Hill

Proceedings of the 29th IEEE International Requirements Engineering Conference Workshops, 2021

Adv-Makeup: A New Imperceptible and Transferable Attack on Face Recognition.

Bangjie Yin, Wenxuan Wang, Taiping Yao, Junfeng Guo, Zelun Kong, Shouhong Ding, Jilin Li, Cong Liu

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

gGuard: Enabling Leakage-Resilient Memory Isolation in GPU-accelerated Autonomous Embedded Systems.

Yaswanth Yadlapalli, Husheng Zhou, Yuqun Zhang, Cong Liu

Proceedings of the 58th ACM/IEEE Design Automation Conference, 2021

2020

An Efficient Randomized Algorithm for Rumor Blocking in Online Social Networks.

Guangmo Tong, Weili Wu, Ling Guo, Deying Li, Cong Liu, Bin Liu, Ding-Zhu Du

IEEE Trans. Netw. Sci. Eng., 2020

Enabling Latency-Aware Data Initialization for Integrated CPU/GPU Heterogeneous Platform.

Zhendong Wang, Zihang Jiang, Zhen Wang, Xulong Tang, Cong Liu, Shouyi Yin, Yang Hu

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2020

MoLoc: Unsupervised Fingerprint Roaming for Device-Free Indoor Localization in a Mobile Ship Environment.

Mozi Chen, Kezhong Liu, Jie Ma, Xuming Zeng, Zheng Dong, Guangmo Tong, Cong Liu

IEEE Internet Things J., 2020

LINTS^RT: A Learning-driven Testbed for Intelligent Scheduling in Embedded Systems.

Zelun Kong, Yaswanth Yadlapalli, Soroush Bateni, Junfeng Guo, Cong Liu

CoRR, 2020

Deep Partial Updating.

Zhongnan Qu, Cong Liu, Junfeng Guo, Lothar Thiele

CoRR, 2020

PoisHygiene: Detecting and Mitigating Poisoning Attacks in Neural Networks.

Junfeng Guo, Zelun Kong, Cong Liu

CoRR, 2020

Co-Optimizing Performance and Memory FootprintVia Integrated CPU/GPU Memory Management, anImplementation on Autonomous Driving Platform.

Soroush Bateni, Zhendong Wang, Yuankun Zhu, Yang Hu, Cong Liu

CoRR, 2020

ANT: Deadline-Aware Adaptive Emergency Navigation Strategy for Dynamic Hazardous Ship Evacuation With Wireless Sensor Networks.

Yuting Ma, Kezhong Liu, Mozi Chen, Jie Ma, Xuming Zeng, Kehao Wang, Cong Liu

IEEE Access, 2020

NeuOS: A Latency-Predictable Multi-Dimensional Optimization Framework for DNN-driven Autonomous Systems.

Soroush Bateni, Cong Liu

Proceedings of the 2020 USENIX Annual Technical Conference, 2020

DENAS: automated rule generation by knowledge extraction from neural networks.

Simin Chen, Soroush Bateni, Sampath Grandhi, Xiaodi Li, Cong Liu, Wei Yang

Proceedings of the ESEC/FSE '20: 28th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2020

Co-Optimizing Performance and Memory Footprint Via Integrated CPU/GPU Memory Management, an Implementation on Autonomous Driving Platform.

Soroush Bateni, Zhendong Wang, Yuankun Zhu, Yang Hu, Cong Liu

Proceedings of the IEEE Real-Time and Embedded Technology and Applications Symposium, 2020

DeepBillboard: systematic physical-world testing of autonomous driving systems.

Husheng Zhou, Wei Li, Zelun Kong, Junfeng Guo, Yuqun Zhang, Bei Yu, Lingming Zhang, Cong Liu

Proceedings of the ICSE '20: 42nd International Conference on Software Engineering, Seoul, South Korea, 27 June, 2020

Simulee: detecting CUDA synchronization bugs via memory-access modeling.

Mingyuan Wu, Yicheng Ouyang, Husheng Zhou, Lingming Zhang, Cong Liu, Yuqun Zhang

Proceedings of the ICSE '20: 42nd International Conference on Software Engineering, Seoul, South Korea, 27 June, 2020

Understanding and Tackling the Hidden Memory Latency for Edge-based Heterogeneous Platform.

Zhendong Wang, Zhen Wang, Cong Liu, Yang Hu

Proceedings of the 3rd USENIX Workshop on Hot Topics in Edge Computing, 2020

Practical Poisoning Attacks on Neural Networks.

Junfeng Guo, Cong Liu

Proceedings of the Computer Vision - ECCV 2020, 2020

PhysGAN: Generating Physical-World-Resilient Adversarial Examples for Autonomous Driving.

Zelun Kong, Junfeng Guo, Ang Li, Cong Liu

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

ILFO: Adversarial Attack on Adaptive Neural Networks.

Mirazul Haque, Anki Chauhan, Cong Liu, Wei Yang

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

A General Analysis Framework for Soft Real-Time Tasks.

Zheng Dong, Cong Liu, Soroush Bateni, Zelun Kong, Liang He, Lingming Zhang, Ravi Prakash, Yuqun Zhang

IEEE Trans. Parallel Distributed Syst., 2019

Extending Battery System Operation via Adaptive Reconfiguration.

Liang He, Linghe Kong, Yu Gu, Cong Liu, Tian He, Kang G. Shin

ACM Trans. Sens. Networks, 2019

Analysis techniques for supporting hard real-time sporadic gang task systems.

Zheng Dong, Cong Liu

Real Time Syst., 2019

Many suspensions, many problems: a review of self-suspending tasks in real-time systems.

Jian-Jia Chen, Geoffrey Nelissen, Wen-Hung Huang, Maolin Yang, Björn B. Brandenburg, Konstantinos Bletsas, Cong Liu, Pascal Richard, Frédéric Ridouard, Neil C. Audsley, Raj Rajkumar, Dionisio de Niz, Georg von der Brüggen

Real Time Syst., 2019

Generating Adversarial Fragments with Adversarial Networks for Physical-world Implementation.

Zelun Kong, Cong Liu

CoRR, 2019

Characterizing and Detecting CUDA Program Bugs.

Mingyuan Wu, Husheng Zhou, Lingming Zhang, Cong Liu, Yuqun Zhang

CoRR, 2019

Work-in-Progress: Non-preemptive Scheduling of Sporadic Gang Tasks on Multiprocessors.

Zheng Dong, Cong Liu

Proceedings of the IEEE Real-Time Systems Symposium, 2019

An Efficient Utilization-Based Test for Scheduling Hard Real-Time Sporadic DAG Task Systems on Multiprocessors.

Zheng Dong, Cong Liu

Proceedings of the IEEE Real-Time Systems Symposium, 2019

Predictable Data-Driven Resource Management: an Implementation using Autoware on Autonomous Platforms.

Soroush Bateni, Cong Liu

Proceedings of the IEEE Real-Time Systems Symposium, 2019

PIFA: An Intelligent Phase Identification and Frequency Adjustment Framework for Time-Sensitive Mobile Computing.

Xia Zhang, Xusheng Xiao, Liang He, Yun Ma, Yangyang Huang, Xuanzhe Liu, Wenyao Xu, Cong Liu

Proceedings of the 25th IEEE Real-Time and Embedded Technology and Applications Symposium, 2019

Diagnosing Vehicles with Automotive Batteries.

Liang He, Linghe Kong, Ziyang Liu, Yuanchao Shu, Cong Liu

Proceedings of the 25th Annual International Conference on Mobile Computing and Networking, 2019

Automating CUDA Synchronization via Program Transformation.

Mingyuan Wu, Lingming Zhang, Cong Liu, Shin Hwei Tan, Yuqun Zhang

Proceedings of the 34th IEEE/ACM International Conference on Automated Software Engineering, 2019

Effective Recycling Planning for Dockless Sharing Bikes.

Cong Zhang, Yanhua Li, Jie Bao, Sijie Ruan, Tianfu He, Hui Lu, Zhihong Tian, Cong Liu, Chao Tian, Jianfeng Lin, Xianen Li

Proceedings of the 27th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2019

2018

SoH-Aware Reconfiguration in Battery Packs.

Liang He, Zhe Yang, Yu Gu, Cong Liu, Tian He, Kang G. Shin

IEEE Trans. Smart Grid, 2018

Low-Overhead WiFi Fingerprinting.

Jung-Hyun Jun, Liang He, Yu Gu, Wenchao Jiang, Gaurav Kushwaha, Vipin A, Long Cheng, Cong Liu, Ting Zhu

IEEE Trans. Mob. Comput., 2018

BRAVO: Improving the Rebalancing Operation in Bike Sharing with Rebalancing Range Prediction.

Shuai Wang, Tian He, Desheng Zhang, Yuanchao Shu, Yunhuai Liu, Yu Gu, Cong Liu, Haengju Lee, Sang Hyuk Son

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2018

DeepBillboard: Systematic Physical-World Testing of Autonomous Driving Systems.

Husheng Zhou, Wei Li, Yuankun Zhu, Yuqun Zhang, Bei Yu, Lingming Zhang, Cong Liu

CoRR, 2018

New Analysis Techniques for Supporting Hard Real-Time Sporadic DAG Task Systems on Multiprocessors.

Zheng Dong, Cong Liu

CoRR, 2018

DeepRoad: GAN-based Metamorphic Autonomous Driving System Testing.

Mengshi Zhang, Yuqun Zhang, Lingming Zhang, Cong Liu, Sarfraz Khurshid

CoRR, 2018

Work-in-Progress: New Analysis Techniques for Supporting Hard Real-Time Sporadic DAG Task Systems on Multiprocessors.

Zheng Dong, Cong Liu

Proceedings of the 2018 IEEE Real-Time Systems Symposium, 2018

PredJoule: A Timing-Predictable Energy Optimization Framework for Deep Neural Networks.

Soroush Bateni, Husheng Zhou, Yuankun Zhu, Cong Liu

Proceedings of the 2018 IEEE Real-Time Systems Symposium, 2018

ApNet: Approximation-Aware Real-Time Neural Network.

Soroush Bateni, Cong Liu

Proceedings of the 2018 IEEE Real-Time Systems Symposium, 2018

S^3DNN: Supervised Streaming and Scheduling for GPU-Accelerated Real-Time DNN Workloads.

Husheng Zhou, Soroush Bateni, Cong Liu

Proceedings of the IEEE Real-Time and Embedded Technology and Applications Symposium, 2018

Shared-Resource-Centric Limited Preemptive Scheduling: A Comprehensive Study of Suspension-Based Partitioning Approaches.

Zheng Dong, Cong Liu, Soroush Bateni, Kuan-Hsun Chen, Jian-Jia Chen, Georg von der Brüggen, Junjie Shi

Proceedings of the IEEE Real-Time and Embedded Technology and Applications Symposium, 2018

DeepRoad: GAN-based metamorphic testing and input validation framework for autonomous driving systems.

Mengshi Zhang, Yuqun Zhang, Lingming Zhang, Cong Liu, Sarfraz Khurshid

Proceedings of the 33rd ACM/IEEE International Conference on Automated Software Engineering, 2018

GRU: Exploring Computation and Data Redundancy via Partial GPU Computing Result Reuse.

Husheng Zhou, Soroush Bateni, Cong Liu

Proceedings of the 32nd International Conference on Supercomputing, 2018

2017

Battery-Aware Mobile Data Service.

Liang He, Guozhu Meng, Yu Gu, Cong Liu, Jun Sun, Ting Zhu, Yang Liu, Kang G. Shin

IEEE Trans. Mob. Comput., 2017

REC: Predictable Charging Scheduling for Electric Taxi Fleets.

Zheng Dong, Cong Liu, Yanhua Li, Jie Bao, Yu Gu, Tian He

Proceedings of the 2017 IEEE Real-Time Systems Symposium, 2017

Fixed-priority scheduling of mixed soft and hare real-time tasks on multiprocessors.

Jian-Jia Chen, Wen-Hung Huang, Zheng Dong, Cong Liu

Proceedings of the 23rd IEEE International Conference on Embedded and Real-Time Computing Systems and Applications, 2017

State of the art for scheduling and analyzing self-suspending sporadic real-time tasks.

Jian-Jia Chen, Georg von der Brüggen, Wen-Hung Huang, Cong Liu

Proceedings of the 23rd IEEE International Conference on Embedded and Real-Time Computing Systems and Applications, 2017

ATHOME: Automatic Tunable Wireless Charging for Smart Home.

Zheng Dong, Yu Gu, Lingkun Fu, Jiming Chen, Tian He, Cong Liu

Proceedings of the Second International Conference on Internet-of-Things Design and Implementation, 2017

An energy-efficient offloading framework with predictable temporal correctness.

Zheng Dong, Yuchuan Liu, Husheng Zhou, Xusheng Xiao, Yu Gu, Lingming Zhang, Cong Liu

Proceedings of the Second ACM/IEEE Symposium on Edge Computing, San Jose / Silicon Valley, 2017

Optimal Dataflow Scheduling on a Heterogeneous Multiprocessor With Reduced Response Time Bounds.

Zheng Dong, Cong Liu, Alan Gatherer, Lee McFearin, Peter Yan, James H. Anderson

Proceedings of the 29th Euromicro Conference on Real-Time Systems, 2017

2016

RAC: Reconfiguration-Assisted Charging in Large-Scale Lithium-Ion Battery Systems.

Liang He, Linghe Kong, Siyu Lin, Shaodong Ying, Yu Jason Gu, Tian He, Cong Liu

IEEE Trans. Smart Grid, 2016

Supporting Soft Real-Time Sporadic Task Systems on Uniform Heterogeneous Multiprocessors with No Utilization Loss.

Guangmo Tong, Cong Liu

IEEE Trans. Parallel Distributed Syst., 2016

Automatic Parameter Derivations in k2U Framework.

Jian-Jia Chen, Wen-Hung Huang, Cong Liu

CoRR, 2016

Energy Synchronized Task Assignment in Rechargeable Sensor Networks.

Zheng Dong, Cong Liu, Lingkun Fu, Peng Cheng, Liang He, Yu Gu, Wei Gao, Chau Yuen, Tian He

Proceedings of the 13th Annual IEEE International Conference on Sensing, 2016

Closing the Loop for the Selective Conversion Approach: A Utilization-Based Test for Hard Real-Time Suspending Task Systems.

Zheng Dong, Cong Liu

Proceedings of the 2016 IEEE Real-Time Systems Symposium, 2016

Enabling Predictable Wireless Data Collection in Severe Energy Harvesting Environments.

Zheng Dong, Yu Gu, Jiming Chen, Shaojie Tang, Tian He, Cong Liu

Proceedings of the 2016 IEEE Real-Time Systems Symposium, 2016

k2Q: A Quadratic-Form Response Time and Schedulability Analysis Framework for Utilization-Based Analysis.

Jian-Jia Chen, Wen-Hung Huang, Cong Liu

Proceedings of the 2016 IEEE Real-Time Systems Symposium, 2016

Uniprocessor Scheduling Strategies for Self-Suspending Task Systems.

Georg von der Brüggen, Wen-Hung Huang, Jian-Jia Chen, Cong Liu

Proceedings of the 24th International Conference on Real-Time Networks and Systems, 2016

Terminal-set-enhanced community detection in social networks.

Guangmo Tong, Lei Cui, Weili Wu, Cong Liu, Ding-Zhu Du

Proceedings of the 35th Annual IEEE International Conference on Computer Communications, 2016

Taming collisions for delay reduction in low-duty-cycle wireless sensor networks.

Long Cheng, Yu Gu, Jianwei Niu, Ting Zhu, Cong Liu, Qingquan Zhang, Tian He

Proceedings of the 35th Annual IEEE International Conference on Computer Communications, 2016

2015

CDC: Compressive Data Collection for Wireless Sensor Networks.

Xiao-Yang Liu, Yanmin Zhu, Linghe Kong, Cong Liu, Yu Gu, Athanasios V. Vasilakos, Min-You Wu

IEEE Trans. Parallel Distributed Syst., 2015

Evaluate and Compare Two Uitlization-Based Schedulability-Test Frameworks for Real-Time Systems.

Jian-Jia Chen, Wen-Hung Huang, Cong Liu

CoRR, 2015

k2U: A General Framework from k-Point Effective Schedulability Analysis to Utilization-Based Tests.

Jian-Jia Chen, Wen-Hung Huang, Cong Liu

Proceedings of the 2015 IEEE Real-Time Systems Symposium, 2015

GPES: a preemptive execution system for GPGPU computing.

Husheng Zhou, Guangmo Tong, Cong Liu

Proceedings of the 21st IEEE Real-Time and Embedded Technology and Applications Symposium, 2015

SHARE: SoH-aware reconfiguration to enhance deliverable capacity of large-scale battery packs.

Liang He, Yu Gu, Ting Zhu, Cong Liu, Kang G. Shin

Proceedings of the ACM/IEEE Sixth International Conference on Cyber-Physical Systems, 2015

Supporting Dynamic GPU Computing Result Reuse in the Cloud.

Husheng Zhou, Yangchun Fu, Cong Liu

Proceedings of the 7th USENIX Workshop on Hot Topics in Cloud Computing, 2015

A Computation Offloading Framework for Soft Real-Time Embedded Systems.

Yuchuan Liu, Cong Liu, Xia Zhang, Wei Gao, Liang He, Yu Gu

Proceedings of the 27th Euromicro Conference on Real-Time Systems, 2015

PASS: priority assignment of real-time tasks with dynamic suspending behavior under fixed-priority scheduling.

Wen-Hung Huang, Jian-Jia Chen, Husheng Zhou, Cong Liu

Proceedings of the 52nd Annual Design Automation Conference, 2015

2014

Supporting soft real-time parallel applications on multiprocessors.

Cong Liu, James H. Anderson

J. Syst. Archit., 2014

Supporting Soft Real-Time Sporadic Task Systems on Heterogeneous Multiprocessors with No Utilization Loss.

Guangmo Tong, Cong Liu

CoRR, 2014

REPC: Reliable and efficient participatory computing for mobile devices.

Zheng Dong, Linghe Kong, Peng Cheng, Liang He, Yu Gu, Lu Fang, Ting Zhu, Cong Liu

Proceedings of the Eleventh Annual IEEE International Conference on Sensing, 2014

Bursty-Interference Analysis Techniques for Analyzing Complex Real-Time Task Models.

Cong Liu, Jian-Jia Chen

Proceedings of the IEEE 35th IEEE Real-Time Systems Symposium, 2014

Fixed-Relative-Deadline Scheduling of Hard Real-Time Tasks with Self-Suspensions.

Jian-Jia Chen, Cong Liu

Proceedings of the IEEE 35th IEEE Real-Time Systems Symposium, 2014

Minimizing response times of automotive dataflows on multicore.

Glenn A. Elliott, Namhoon Kim, Jeremy P. Erickson, Cong Liu, James H. Anderson

Proceedings of the 2014 IEEE 20th International Conference on Embedded and Real-Time Computing Systems and Applications, 2014

Mobile-to-mobile energy replenishment in mission-critical robotic sensor networks.

Liang He, Peng Cheng, Yu Gu, Jianping Pan, Ting Zhu, Cong Liu

Proceedings of the 2014 IEEE Conference on Computer Communications, 2014

On Exploiting Dynamic Execution Patterns for Workload Offloading in Mobile Cloud Applications.

Wei Gao, Yong Li, Haoyang Lu, Ting Wang, Cong Liu

Proceedings of the 22nd IEEE International Conference on Network Protocols, 2014

Reconfiguration-assisted charging in large-scale Lithium-ion battery systems.

Liang He, Linghe Kong, Siyu Lin, Shaodong Ying, Yu Gu, Tian He, Cong Liu

Proceedings of the ACM/IEEE International Conference on Cyber-Physical Systems, 2014

Task mapping in heterogeneous embedded systems for fast completion time.

Husheng Zhou, Cong Liu

Proceedings of the 2014 International Conference on Embedded Software, 2014

Supporting read/write applications in embedded real-time systems via suspension-aware analysis.

Guangmo Tong, Cong Liu

Proceedings of the 2014 International Conference on Embedded Software, 2014

Analysis Techniques for Supporting Harmonic Real-Time Tasks with Suspensions.

Cong Liu, Jian-Jia Chen, Liang He, Yu Gu

Proceedings of the 26th Euromicro Conference on Real-Time Systems, 2014

2013

Exploring Adaptive Reconfiguration to Optimize Energy Efficiency in Large-Scale Battery Systems.

Liang He, Lipeng Gu, Linghe Kong, Yu Gu, Cong Liu, Tian He

Proceedings of the IEEE 34th Real-Time Systems Symposium, 2013

Suspension-Aware Analysis for Hard Real-Time Multiprocessor Scheduling.

Cong Liu, James H. Anderson

Proceedings of the 25th Euromicro Conference on Real-Time Systems, 2013

2012

A new technique for analyzing soft real-time self-suspending task systems.

Cong Liu, James H. Anderson

SIGBED Rev., 2012

An O(m) Analysis Technique for Supporting Real-Time Self-Suspending Task Systems.

Cong Liu, James H. Anderson

Proceedings of the 33rd IEEE Real-Time Systems Symposium, 2012

Supporting Soft Real-Time Parallel Applications on Multicore Processors.

Cong Liu, James H. Anderson

Proceedings of the 2012 IEEE International Conference on Embedded and Real-Time Computing Systems and Applications, 2012

2011

Supporting Graph-Based Real-Time Applications in Distributed Systems.

Cong Liu, James H. Anderson

Proceedings of the 17th IEEE International Conference on Embedded and Real-Time Computing Systems and Applications, 2011

2010

Supporting Soft Real-Time DAG-Based Systems on Multiprocessors with No Utilization Loss.

Cong Liu, James H. Anderson

Proceedings of the 31st IEEE Real-Time Systems Symposium, 2010

Improving the Schedulability of Sporadic Self-Suspending Soft Real-Time Multiprocessor Task Systems.

Cong Liu, James H. Anderson

Proceedings of the 16th IEEE International Conference on Embedded and Real-Time Computing Systems and Applications, 2010

Scheduling Suspendable, Pipelined Tasks with Non-Preemptive Sections in Soft Real-Time Multiprocessor Systems.

Cong Liu, James H. Anderson

Proceedings of the 16th IEEE Real-Time and Embedded Technology and Applications Symposium, 2010

2009

Task Scheduling with Self-Suspensions in Soft Real-Time Multiprocessor Systems.

Cong Liu, James H. Anderson

Proceedings of the 30th IEEE Real-Time Systems Symposium, 2009

Supporting Sporadic Pipelined Tasks with Early-Releasing in Soft Real-Time Multiprocessor Systems.

Cong Liu, James H. Anderson

Proceedings of the 15th IEEE International Conference on Embedded and Real-Time Computing Systems and Applications, 2009

Supporting Pipelines in Soft Real-Time Multiprocessor Systems.

Cong Liu, James H. Anderson

Proceedings of the 21st Euromicro Conference on Real-Time Systems, 2009