Cong Liu

ORCID

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 105

Top Venues

Publications

Yufei Li, Simin Chen, Yanghong Guo, Wei Yang, Yue Dong, Cong Liu
Uncertainty Awareness of Large Language Models Under Code Distribution Shifts: A Benchmark Study. CoRR (2024)
Yu Fu, Yufei Li, Wen Xiao, Cong Liu, Yue Dong
Safety Alignment in NLP Tasks: Weakly Aligned Summarization as an In-Context Attack. ACL (1) (2024)
Simin Chen, Xiaoning Feng, Xiaohong Han, Cong Liu, Wei Yang
PPM: Automated Generation of Diverse Programming Problems for Benchmarking Code Generation Models. Proc. ACM Softw. Eng. 1 (FSE) (2024)
Yufei Li, Xiao Yu, Yanghong Guo, Yanchi Liu, Haifeng Chen, Cong Liu
Distantly-Supervised Joint Extraction with Noise-Robust Learning. ACL (Findings) (2024)
Simin Chen, Zexin Li, Wei Yang, Cong Liu
DeciX: Explain Deep Learning Based Code Generation Applications. Proc. ACM Softw. Eng. 1 (FSE) (2024)
Zexin Li, Soroush Bateni, Cong Liu
Genie: Smart ROS-based Caching for Connected Autonomous Robots. CoRR (2024)
Zexin Li, Xiaoxi He, Yufei Li, Shahab Nikkhoo, Wei Yang, Lothar Thiele, Cong Liu
MIMONet: Multi-Input Multi-Output On-Device Deep Learning. CoRR (2023)
Simin Chen, Shiyi Wei, Cong Liu, Wei Yang
DyCL: Dynamic Neural Network Compilation Via Program Rewriting and Graph Optimization. CoRR (2023)
Yufei Li, Xiao Yu, Yanghong Guo, Yanchi Liu, Haifeng Chen, Cong Liu
Distantly-Supervised Joint Entity and Relation Extraction with Noise-Robust Learning. CoRR (2023)
Yufei Li, Zexin Li, Yingfan Gao, Cong Liu
White-Box Multi-Objective Adversarial Attack on Dialogue Generation. CoRR (2023)
Simin Chen, Shiyi Wei, Cong Liu, Wei Yang
DyCL: Dynamic Neural Network Compilation Via Program Rewriting and Graph Optimization. ISSTA (2023)
Mirazul Haque, Rutvij Shah, Simin Chen, Berrak Sisman, Cong Liu, Wei Yang
SlothSpeech: Denial-of-service Attack Against Speech Recognition Models. INTERSPEECH (2023)
Junfeng Guo, Ang Li, Lixu Wang, Cong Liu
PolicyCleanse: Backdoor Detection and Mitigation for Competitive Reinforcement Learning. ICCV (2023)
Jianda Wang, Zhendong Wang, Bo Yu, Jie Tang, Shuaiwen Leon Song, Cong Liu, Yang Hu
Data Fusion in Infrastructure-Augmented Autonomous Driving System: Why? Where? and How? IEEE Internet Things J. 10 (18) (2023)
Yu Fu, Yufei Li, Wen Xiao, Cong Liu, Yue Dong
Safety Alignment in NLP Tasks: Weakly Aligned Summarization as an In-Context Attack. CoRR (2023)
Zexin Li, Bangjie Yin, Taiping Yao, Junfeng Guo, Shouhong Ding, Simin Chen, Cong Liu
Sibling-Attack: Rethinking Transferable Adversarial Attacks against Face Recognition. CoRR (2023)
Junfeng Guo, Yiming Li, Xun Chen, Hanqing Guo, Lichao Sun, Cong Liu
SCALE-UP: An Efficient Black-box Input-level Backdoor Detection via Analyzing Scaled Prediction Consistency. ICLR (2023)
Yufei Li, Yanchi Liu, Haoyu Wang, Zhengzhang Chen, Wei Cheng, Yuncong Chen, Wenchao Yu, Haifeng Chen, Cong Liu
GLAD: Content-aware Dynamic Graphs For Log Anomaly Detection. CoRR (2023)
Junfeng Guo, Yiming Li, Xun Chen, Hanqing Guo, Lichao Sun, Cong Liu
SCALE-UP: An Efficient Black-box Input-level Backdoor Detection via Analyzing Scaled Prediction Consistency. CoRR (2023)
Yufei Li, Zexin Li, Wei Yang, Cong Liu
RT-LM: Uncertainty-Aware Resource Management for Real-Time Inference of Language Models. CoRR (2023)
Yiming Chen, Simin Chen, Zexin Li, Wei Yang, Cong Liu, Robby T. Tan, Haizhou Li
Dynamic Transformers Provide a False Sense of Efficiency. ACL (1) (2023)
Yufei Li, Yanchi Liu, Haoyu Wang, Zhengzhang Chen, Wei Cheng, Yuncong Chen, Wenchao Yu, Haifeng Chen, Cong Liu
GLAD: Content-Aware Dynamic Graphs For Log Anomaly Detection. ICKG (2023)
Yiming Chen, Simin Chen, Zexin Li, Wei Yang, Cong Liu, Robby T. Tan, Haizhou Li
Dynamic Transformers Provide a False Sense of Efficiency. CoRR (2023)
Long Cheng, Linghe Kong, Yu Gu, Jianwei Niu, Ting Zhu, Cong Liu, Shahid Mumtaz, Tian He
Collision-Free Dynamic Convergecast in Low-Duty-Cycle Wireless Sensor Networks. IEEE Trans. Wirel. Commun. 21 (3) (2022)
Shaoshan Liu, Jianda Wang, Zhendong Wang, Bo Yu, Wei Hu, Yahui Liu, Jie Tang, Shuaiwen Leon Song, Cong Liu, Yang Hu
Brief Industry Paper: The Necessity of Adaptive Data Fusion in Infrastructure-Augmented Autonomous Driving System. RTAS (2022)
Shaoshan Liu, Jianda Wang, Zhendong Wang, Bo Yu, Wei Hu, Yahui Liu, Jie Tang, Shuaiwen Leon Song, Cong Liu, Yang Hu
Brief Industry Paper: The Necessity of Adaptive Data Fusion in Infrastructure-Augmented Autonomous Driving System. CoRR (2022)
Zhongnan Qu, Cong Liu, Lothar Thiele
Deep Partial Updating: Towards Communication Efficient Updating for On-Device Inference. ECCV (11) (2022)
Kezhong Liu, Wen Yang, Mozi Chen, Kai Zheng, Xuming Zeng, Shengkai Zhang, Cong Liu
Deep-Learning-Based Wireless Human Motion Tracking for Mobile Ship Environments. IEEE Internet Things J. 9 (23) (2022)
Yaswanth Yadlapalli, Cong Liu
LAG-Based Analysis Techniques for Scheduling Multiprocessor Hard Real-Time Sporadic DAGs. RTSS (2021)
Junfeng Guo, Yaswanth Yadlapalli, Lothar Thiele, Ang Li, Cong Liu
PredCoin: Defense against Query-based Hard-label Attack. CoRR (2021)
Yaswanth Yadlapalli, Husheng Zhou, Yuqun Zhang, Cong Liu
gGuard: Enabling Leakage-Resilient Memory Isolation in GPU-accelerated Autonomous Embedded Systems. DAC (2021)
Mozi Chen, Kezhong Liu, Jie Ma, Yu Gu, Zheng Dong, Cong Liu
SWIM: Speed-Aware WiFi-Based Passive Indoor Localization for Mobile Ship Environment. IEEE Trans. Mob. Comput. 20 (2) (2021)
Zexin Li, Yuqun Zhang, Ao Ding, Husheng Zhou, Cong Liu
Efficient algorithms for task mapping on heterogeneous CPU/GPU platforms for fast completion time. J. Syst. Archit. 114 (2021)
Guangmo Tong, Weili Wu, Ling Guo, Deying Li, Cong Liu, Bin Liu, Ding-Zhu Du
An Efficient Randomized Algorithm for Rumor Blocking in Online Social Networks. IEEE Trans. Netw. Sci. Eng. 7 (2) (2020)
Zelun Kong, Yaswanth Yadlapalli, Soroush Bateni, Junfeng Guo, Cong Liu
LINTS^RT: A Learning-driven Testbed for Intelligent Scheduling in Embedded Systems. CoRR (2020)
Mingyuan Wu, Yicheng Ouyang, Husheng Zhou, Lingming Zhang, Cong Liu, Yuqun Zhang
Simulee: detecting CUDA synchronization bugs via memory-access modeling. ICSE (2020)
Soroush Bateni, Zhendong Wang, Yuankun Zhu, Yang Hu, Cong Liu
Co-Optimizing Performance and Memory FootprintVia Integrated CPU/GPU Memory Management, anImplementation on Autonomous Driving Platform. CoRR (2020)
Mozi Chen, Kezhong Liu, Jie Ma, Xuming Zeng, Zheng Dong, Guangmo Tong, Cong Liu
MoLoc: Unsupervised Fingerprint Roaming for Device-Free Indoor Localization in a Mobile Ship Environment. IEEE Internet Things J. 7 (12) (2020)
Soroush Bateni, Cong Liu
NeuOS: A Latency-Predictable Multi-Dimensional Optimization Framework for DNN-driven Autonomous Systems. USENIX Annual Technical Conference (2020)
Junfeng Guo, Cong Liu
Practical Poisoning Attacks on Neural Networks. ECCV (27) (2020)
Zhendong Wang, Zihang Jiang, Zhen Wang, Xulong Tang, Cong Liu, Shouyi Yin, Yang Hu
Enabling Latency-Aware Data Initialization for Integrated CPU/GPU Heterogeneous Platform. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39 (11) (2020)
Yuting Ma, Kezhong Liu, Mozi Chen, Jie Ma, Xuming Zeng, Kehao Wang, Cong Liu
ANT: Deadline-Aware Adaptive Emergency Navigation Strategy for Dynamic Hazardous Ship Evacuation With Wireless Sensor Networks. IEEE Access 8 (2020)
Zhongnan Qu, Cong Liu, Junfeng Guo, Lothar Thiele
Deep Partial Updating. CoRR (2020)
Junfeng Guo, Zelun Kong, Cong Liu
PoisHygiene: Detecting and Mitigating Poisoning Attacks in Neural Networks. CoRR (2020)
Zhendong Wang, Zhen Wang, Cong Liu, Yang Hu
Understanding and Tackling the Hidden Memory Latency for Edge-based Heterogeneous Platform. HotEdge (2020)
Soroush Bateni, Zhendong Wang, Yuankun Zhu, Yang Hu, Cong Liu
Co-Optimizing Performance and Memory Footprint Via Integrated CPU/GPU Memory Management, an Implementation on Autonomous Driving Platform. RTAS (2020)
Zelun Kong, Junfeng Guo, Ang Li, Cong Liu
PhysGAN: Generating Physical-World-Resilient Adversarial Examples for Autonomous Driving. CVPR (2020)
Husheng Zhou, Wei Li, Zelun Kong, Junfeng Guo, Yuqun Zhang, Bei Yu, Lingming Zhang, Cong Liu
DeepBillboard: systematic physical-world testing of autonomous driving systems. ICSE (2020)
Mingyuan Wu, Lingming Zhang, Cong Liu, Shin Hwei Tan, Yuqun Zhang
Automating CUDA Synchronization via Program Transformation. ASE (2019)
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
Many suspensions, many problems: a review of self-suspending tasks in real-time systems. Real Time Syst. 55 (1) (2019)
Liang He, Linghe Kong, Ziyang Liu, Yuanchao Shu, Cong Liu
Diagnosing Vehicles with Automotive Batteries. MobiCom (2019)
Cong Zhang, Yanhua Li, Jie Bao, Sijie Ruan, Tianfu He, Hui Lu, Zhihong Tian, Cong Liu, Chao Tian, Jianfeng Lin, Xianen Li
Effective Recycling Planning for Dockless Sharing Bikes. SIGSPATIAL/GIS (2019)
Xia Zhang, Xusheng Xiao, Liang He, Yun Ma, Yangyang Huang, Xuanzhe Liu, Wenyao Xu, Cong Liu
PIFA: An Intelligent Phase Identification and Frequency Adjustment Framework for Time-Sensitive Mobile Computing. RTAS (2019)
Liang He, Linghe Kong, Yu Gu, Cong Liu, Tian He, Kang G. Shin
Extending Battery System Operation via Adaptive Reconfiguration. ACM Trans. Sens. Networks 15 (1) (2019)
Zheng Dong, Cong Liu
Work-in-Progress: Non-preemptive Scheduling of Sporadic Gang Tasks on Multiprocessors. RTSS (2019)
Zheng Dong, Cong Liu, Soroush Bateni, Zelun Kong, Liang He, Lingming Zhang, Ravi Prakash, Yuqun Zhang
A General Analysis Framework for Soft Real-Time Tasks. IEEE Trans. Parallel Distributed Syst. 30 (6) (2019)
Soroush Bateni, Cong Liu
Predictable Data-Driven Resource Management: an Implementation using Autoware on Autonomous Platforms. RTSS (2019)
Zheng Dong, Cong Liu
An Efficient Utilization-Based Test for Scheduling Hard Real-Time Sporadic DAG Task Systems on Multiprocessors. RTSS (2019)
Zelun Kong, Cong Liu
Generating Adversarial Fragments with Adversarial Networks for Physical-world Implementation. CoRR (2019)
Mingyuan Wu, Husheng Zhou, Lingming Zhang, Cong Liu, Yuqun Zhang
Characterizing and Detecting CUDA Program Bugs. CoRR (2019)
Zheng Dong, Cong Liu
Analysis techniques for supporting hard real-time sporadic gang task systems. Real Time Syst. 55 (3) (2019)
Liang He, Zhe Yang, Yu Gu, Cong Liu, Tian He, Kang G. Shin
SoH-Aware Reconfiguration in Battery Packs. IEEE Trans. Smart Grid 9 (4) (2018)
Shuai Wang, Tian He, Desheng Zhang, Yuanchao Shu, Yunhuai Liu, Yu Gu, Cong Liu, Haengju Lee, Sang Hyuk Son
BRAVO: Improving the Rebalancing Operation in Bike Sharing with Rebalancing Range Prediction. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 2 (1) (2018)
Husheng Zhou, Soroush Bateni, Cong Liu
GRU: Exploring Computation and Data Redundancy via Partial GPU Computing Result Reuse. ICS (2018)
Soroush Bateni, Husheng Zhou, Yuankun Zhu, Cong Liu
PredJoule: A Timing-Predictable Energy Optimization Framework for Deep Neural Networks. RTSS (2018)
Zheng Dong, Cong Liu
Work-in-Progress: New Analysis Techniques for Supporting Hard Real-Time Sporadic DAG Task Systems on Multiprocessors. RTSS (2018)
Husheng Zhou, Soroush Bateni, Cong Liu
S^3DNN: Supervised Streaming and Scheduling for GPU-Accelerated Real-Time DNN Workloads. RTAS (2018)
Zheng Dong, Cong Liu
New Analysis Techniques for Supporting Hard Real-Time Sporadic DAG Task Systems on Multiprocessors. CoRR (2018)
Zheng Dong, Cong Liu, Soroush Bateni, Kuan-Hsun Chen, Jian-Jia Chen, Georg von der Brüggen, Junjie Shi
Shared-Resource-Centric Limited Preemptive Scheduling: A Comprehensive Study of Suspension-Based Partitioning Approaches. RTAS (2018)
Mengshi Zhang, Yuqun Zhang, Lingming Zhang, Cong Liu, Sarfraz Khurshid
DeepRoad: GAN-based Metamorphic Autonomous Driving System Testing. CoRR (2018)
Husheng Zhou, Wei Li, Yuankun Zhu, Yuqun Zhang, Bei Yu, Lingming Zhang, Cong Liu
DeepBillboard: Systematic Physical-World Testing of Autonomous Driving Systems. CoRR (2018)
Jung-Hyun Jun, Liang He, Yu Gu, Wenchao Jiang, Gaurav Kushwaha, Vipin A, Long Cheng, Cong Liu, Ting Zhu
Low-Overhead WiFi Fingerprinting. IEEE Trans. Mob. Comput. 17 (3) (2018)
Soroush Bateni, Cong Liu
ApNet: Approximation-Aware Real-Time Neural Network. RTSS (2018)
Mengshi Zhang, Yuqun Zhang, Lingming Zhang, Cong Liu, Sarfraz Khurshid
DeepRoad: GAN-based metamorphic testing and input validation framework for autonomous driving systems. ASE (2018)
Zheng Dong, Yu Gu, Lingkun Fu, Jiming Chen, Tian He, Cong Liu
ATHOME: Automatic Tunable Wireless Charging for Smart Home. IoTDI (2017)
Jian-Jia Chen, Wen-Hung Huang, Zheng Dong, Cong Liu
Fixed-priority scheduling of mixed soft and hare real-time tasks on multiprocessors. RTCSA (2017)
Zheng Dong, Yuchuan Liu, Husheng Zhou, Xusheng Xiao, Yu Gu, Lingming Zhang, Cong Liu
An energy-efficient offloading framework with predictable temporal correctness. SEC (2017)
Zheng Dong, Cong Liu, Alan Gatherer, Lee McFearin, Peter Yan, James H. Anderson
Optimal Dataflow Scheduling on a Heterogeneous Multiprocessor With Reduced Response Time Bounds. ECRTS (2017)
Liang He, Guozhu Meng, Yu Gu, Cong Liu, Jun Sun, Ting Zhu, Yang Liu, Kang G. Shin
Battery-Aware Mobile Data Service. IEEE Trans. Mob. Comput. 16 (6) (2017)
Zheng Dong, Cong Liu, Yanhua Li, Jie Bao, Yu Gu, Tian He
REC: Predictable Charging Scheduling for Electric Taxi Fleets. RTSS (2017)
Guangmo Tong, Weili Wu, Ling Guo, Deying Li, Cong Liu, Bin Liu, Ding-Zhu Du
An Efficient Randomized Algorithm for Rumor Blocking in Online Social Networks. CoRR (2017)
Jian-Jia Chen, Georg von der Brüggen, Wen-Hung Huang, Cong Liu
State of the art for scheduling and analyzing self-suspending sporadic real-time tasks. RTCSA (2017)
Guangmo Amo Tong, Weili Wu, Ling Guo, Deying Li, Cong Liu, Bin Liu, Ding-Zhu Du
An efficient randomized algorithm for rumor blocking in online social networks. INFOCOM (2017)
Zheng Dong, Cong Liu
Analysis Techniques for Supporting Hard Real-Time Sporadic Gang Task Systems. RTSS (2017)
Guangmo Tong, Lei Cui, Weili Wu, Cong Liu, Ding-Zhu Du
Terminal-Set-Enhanced Community Detection in Social Networks. CoRR (2016)
Liang He, Linghe Kong, Siyu Lin, Shaodong Ying, Yu Jason Gu, Tian He, Cong Liu
RAC: Reconfiguration-Assisted Charging in Large-Scale Lithium-Ion Battery Systems. IEEE Trans. Smart Grid 7 (3) (2016)
Zheng Dong, Cong Liu
Closing the Loop for the Selective Conversion Approach: A Utilization-Based Test for Hard Real-Time Suspending Task Systems. RTSS (2016)
Zheng Dong, Yu Gu, Jiming Chen, Shaojie Tang, Tian He, Cong Liu
Enabling Predictable Wireless Data Collection in Severe Energy Harvesting Environments. RTSS (2016)
Jian-Jia Chen, Wen-Hung Huang, Cong Liu
Automatic Parameter Derivations in k2U Framework. CoRR (2016)
Long Cheng, Yu Gu, Jianwei Niu, Ting Zhu, Cong Liu, Qingquan Zhang, Tian He
Taming collisions for delay reduction in low-duty-cycle wireless sensor networks. INFOCOM (2016)
Georg von der Brüggen, Wen-Hung Huang, Jian-Jia Chen, Cong Liu
Uniprocessor Scheduling Strategies for Self-Suspending Task Systems. RTNS (2016)
Zheng Dong, Cong Liu, Lingkun Fu, Peng Cheng, Liang He, Yu Gu, Wei Gao, Chau Yuen, Tian He
Energy Synchronized Task Assignment in Rechargeable Sensor Networks. SECON (2016)
Guangmo Tong, Cong Liu
Supporting Soft Real-Time Sporadic Task Systems on Uniform Heterogeneous Multiprocessors with No Utilization Loss. IEEE Trans. Parallel Distributed Syst. 27 (9) (2016)
Jian-Jia Chen, Wen-Hung Huang, Cong Liu
k2Q: A Quadratic-Form Response Time and Schedulability Analysis Framework for Utilization-Based Analysis. RTSS (2016)
Guangmo Tong, Lei Cui, Weili Wu, Cong Liu, Ding-Zhu Du
Terminal-set-enhanced community detection in social networks. INFOCOM (2016)
Wen-Hung Huang, Jian-Jia Chen, Husheng Zhou, Cong Liu
PASS: priority assignment of real-time tasks with dynamic suspending behavior under fixed-priority scheduling. DAC (2015)
Jian-Jia Chen, Wen-Hung Huang, Cong Liu
k2U: A General Framework from k-Point Effective Schedulability Analysis to Utilization-Based Tests. CoRR (2015)
Yuchuan Liu, Cong Liu, Xia Zhang, Wei Gao, Liang He, Yu Gu
A Computation Offloading Framework for Soft Real-Time Embedded Systems. ECRTS (2015)
Liang He, Yu Gu, Ting Zhu, Cong Liu, Kang G. Shin
SHARE: SoH-aware reconfiguration to enhance deliverable capacity of large-scale battery packs. ICCPS (2015)
Jian-Jia Chen, Wen-Hung Huang, Cong Liu
k2U: A General Framework from k-Point Effective Schedulability Analysis to Utilization-Based Tests. RTSS (2015)

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Publication Activity (10 Years)

Top Topics

Top Venues

Cong Liu