Cong Liu

Affiliations:
  • University of California Riverside, CA, USA
  • University of Texas at Dallas, TX, USA (former)


According to our database1, Cong Liu authored at least 137 papers between 2009 and 2024.

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Bibliography

2024
Uncertainty Awareness of Large Language Models Under Code Distribution Shifts: A Benchmark Study.
CoRR, 2024

PPM: Automated Generation of Diverse Programming Problems for Benchmarking Code Generation Models.
CoRR, 2024

2023
Data Fusion in Infrastructure-Augmented Autonomous Driving System: Why? Where? and How?
IEEE Internet Things J., September, 2023

Safety Alignment in NLP Tasks: Weakly Aligned Summarization as an In-Context Attack.
CoRR, 2023

Domain Watermark: Effective and Harmless Dataset Copyright Protection is Closed at Hand.
CoRR, 2023

Distantly-Supervised Joint Entity and Relation Extraction with Noise-Robust Learning.
CoRR, 2023

R^3: On-device Real-Time Deep Reinforcement Learning for Autonomous Robotics.
CoRR, 2023

PIMbot: Policy and Incentive Manipulation for Multi-Robot Reinforcement Learning in Social Dilemmas.
CoRR, 2023

MIMONet: Multi-Input Multi-Output On-Device Deep Learning.
CoRR, 2023

SlothSpeech: Denial-of-service Attack Against Speech Recognition Models.
CoRR, 2023

RT-LM: Uncertainty-Aware Resource Management for Real-Time Inference of Language Models.
Proceedings of the IEEE Real-Time Systems Symposium, 2023

DyCL: Dynamic Neural Network Compilation Via Program Rewriting and Graph Optimization.
Proceedings of the 32nd ACM SIGSOFT International Symposium on Software Testing and Analysis, 2023

SCALE-UP: An Efficient Black-box Input-level Backdoor Detection via Analyzing Scaled Prediction Consistency.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

AntiNODE: Evaluating Efficiency Robustness of Neural ODEs.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

PolicyCleanse: Backdoor Detection and Mitigation for Competitive Reinforcement Learning.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

GLAD: Content-Aware Dynamic Graphs For Log Anomaly Detection.
Proceedings of the IEEE International Conference on Knowledge Graph, 2023

Sibling-Attack: Rethinking Transferable Adversarial Attacks against Face Recognition.
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.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

White-Box Multi-Objective Adversarial Attack on Dialogue Generation.
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.
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.
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.
IEEE Trans. Wirel. Commun., 2022

Schedulability Analysis for Coscheduling Real-Time Tasks on Multiprocessors.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022

Deep-Learning-Based Wireless Human Motion Tracking for Mobile Ship Environments.
IEEE Internet Things J., 2022

Xronos: Predictable Coordination for Safety-Critical Distributed Embedded Systems.
CoRR, 2022

Learning to Reverse DNNs from AI Programs Automatically.
CoRR, 2022

Backdoor Detection in Reinforcement Learning.
CoRR, 2022

NMTSloth: understanding and testing efficiency degradation of neural machine translation systems.
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.
Proceedings of the IEEE Real-Time Systems Symposium, 2022

Brief Industry Paper: The Necessity of Adaptive Data Fusion in Infrastructure-Augmented Autonomous Driving System.
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.
Proceedings of the 37th IEEE/ACM International Conference on Automated Software Engineering, 2022

Learn to Reverse DNNs from AI Programs Automatically.
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

EREBA: Black-box Energy Testing of Adaptive Neural Networks.
Proceedings of the 44th IEEE/ACM 44th International Conference on Software Engineering, 2022

AEVA: Black-box Backdoor Detection Using Adversarial Extreme Value Analysis.
Proceedings of the Tenth International Conference on Learning Representations, 2022

Deep Partial Updating: Towards Communication Efficient Updating for On-Device Inference.
Proceedings of the Computer Vision - ECCV 2022, 2022

NICGSlowDown: Evaluating the Efficiency Robustness of Neural Image Caption Generation Models.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Neural Mean Discrepancy for Efficient Out-of-Distribution Detection.
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.
IEEE Trans. Parallel Distributed Syst., 2021

SWIM: Speed-Aware WiFi-Based Passive Indoor Localization for Mobile Ship Environment.
IEEE Trans. Mob. Comput., 2021

Efficient algorithms for task mapping on heterogeneous CPU/GPU platforms for fast completion time.
J. Syst. Archit., 2021

PredCoin: Defense against Query-based Hard-label Attack.
CoRR, 2021

LAG-Based Analysis Techniques for Scheduling Multiprocessor Hard Real-Time Sporadic DAGs.
Proceedings of the 42nd IEEE Real-Time Systems Symposium, 2021

Eliciting Smartphone App Requirements for Helping Senior People: A Questionnaire Approach.
Proceedings of the 29th IEEE International Requirements Engineering Conference Workshops, 2021

Adv-Makeup: A New Imperceptible and Transferable Attack on Face Recognition.
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

gGuard: Enabling Leakage-Resilient Memory Isolation in GPU-accelerated Autonomous Embedded Systems.
Proceedings of the 58th ACM/IEEE Design Automation Conference, 2021

2020
An Efficient Randomized Algorithm for Rumor Blocking in Online Social Networks.
IEEE Trans. Netw. Sci. Eng., 2020

Enabling Latency-Aware Data Initialization for Integrated CPU/GPU Heterogeneous Platform.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2020

MoLoc: Unsupervised Fingerprint Roaming for Device-Free Indoor Localization in a Mobile Ship Environment.
IEEE Internet Things J., 2020

LINTS^RT: A Learning-driven Testbed for Intelligent Scheduling in Embedded Systems.
CoRR, 2020

Deep Partial Updating.
CoRR, 2020

PoisHygiene: Detecting and Mitigating Poisoning Attacks in Neural Networks.
CoRR, 2020

Co-Optimizing Performance and Memory FootprintVia Integrated CPU/GPU Memory Management, anImplementation on Autonomous Driving Platform.
CoRR, 2020

ANT: Deadline-Aware Adaptive Emergency Navigation Strategy for Dynamic Hazardous Ship Evacuation With Wireless Sensor Networks.
IEEE Access, 2020

NeuOS: A Latency-Predictable Multi-Dimensional Optimization Framework for DNN-driven Autonomous Systems.
Proceedings of the 2020 USENIX Annual Technical Conference, 2020

DENAS: automated rule generation by knowledge extraction from neural networks.
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.
Proceedings of the IEEE Real-Time and Embedded Technology and Applications Symposium, 2020

DeepBillboard: systematic physical-world testing of autonomous driving systems.
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.
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.
Proceedings of the 3rd USENIX Workshop on Hot Topics in Edge Computing, 2020

Practical Poisoning Attacks on Neural Networks.
Proceedings of the Computer Vision - ECCV 2020, 2020

PhysGAN: Generating Physical-World-Resilient Adversarial Examples for Autonomous Driving.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

ILFO: Adversarial Attack on Adaptive Neural Networks.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019
A General Analysis Framework for Soft Real-Time Tasks.
IEEE Trans. Parallel Distributed Syst., 2019

Extending Battery System Operation via Adaptive Reconfiguration.
ACM Trans. Sens. Networks, 2019

Analysis techniques for supporting hard real-time sporadic gang task systems.
Real Time Syst., 2019

Many suspensions, many problems: a review of self-suspending tasks in real-time systems.
Real Time Syst., 2019

Generating Adversarial Fragments with Adversarial Networks for Physical-world Implementation.
CoRR, 2019

Characterizing and Detecting CUDA Program Bugs.
CoRR, 2019

Work-in-Progress: Non-preemptive Scheduling of Sporadic Gang Tasks on Multiprocessors.
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.
Proceedings of the IEEE Real-Time Systems Symposium, 2019

Predictable Data-Driven Resource Management: an Implementation using Autoware on Autonomous Platforms.
Proceedings of the IEEE Real-Time Systems Symposium, 2019

PIFA: An Intelligent Phase Identification and Frequency Adjustment Framework for Time-Sensitive Mobile Computing.
Proceedings of the 25th IEEE Real-Time and Embedded Technology and Applications Symposium, 2019

Diagnosing Vehicles with Automotive Batteries.
Proceedings of the 25th Annual International Conference on Mobile Computing and Networking, 2019

Automating CUDA Synchronization via Program Transformation.
Proceedings of the 34th IEEE/ACM International Conference on Automated Software Engineering, 2019

Effective Recycling Planning for Dockless Sharing Bikes.
Proceedings of the 27th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2019

2018
SoH-Aware Reconfiguration in Battery Packs.
IEEE Trans. Smart Grid, 2018

Low-Overhead WiFi Fingerprinting.
IEEE Trans. Mob. Comput., 2018

BRAVO: Improving the Rebalancing Operation in Bike Sharing with Rebalancing Range Prediction.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2018

DeepBillboard: Systematic Physical-World Testing of Autonomous Driving Systems.
CoRR, 2018

New Analysis Techniques for Supporting Hard Real-Time Sporadic DAG Task Systems on Multiprocessors.
CoRR, 2018

DeepRoad: GAN-based Metamorphic Autonomous Driving System Testing.
CoRR, 2018

Work-in-Progress: New Analysis Techniques for Supporting Hard Real-Time Sporadic DAG Task Systems on Multiprocessors.
Proceedings of the 2018 IEEE Real-Time Systems Symposium, 2018

PredJoule: A Timing-Predictable Energy Optimization Framework for Deep Neural Networks.
Proceedings of the 2018 IEEE Real-Time Systems Symposium, 2018

ApNet: Approximation-Aware Real-Time Neural Network.
Proceedings of the 2018 IEEE Real-Time Systems Symposium, 2018

S^3DNN: Supervised Streaming and Scheduling for GPU-Accelerated Real-Time DNN Workloads.
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.
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.
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.
Proceedings of the 32nd International Conference on Supercomputing, 2018

2017
Battery-Aware Mobile Data Service.
IEEE Trans. Mob. Comput., 2017

REC: Predictable Charging Scheduling for Electric Taxi Fleets.
Proceedings of the 2017 IEEE Real-Time Systems Symposium, 2017

Fixed-priority scheduling of mixed soft and hare real-time tasks on multiprocessors.
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.
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.
Proceedings of the Second International Conference on Internet-of-Things Design and Implementation, 2017

An energy-efficient offloading framework with predictable temporal correctness.
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.
Proceedings of the 29th Euromicro Conference on Real-Time Systems, 2017

2016
RAC: Reconfiguration-Assisted Charging in Large-Scale Lithium-Ion Battery Systems.
IEEE Trans. Smart Grid, 2016

Supporting Soft Real-Time Sporadic Task Systems on Uniform Heterogeneous Multiprocessors with No Utilization Loss.
IEEE Trans. Parallel Distributed Syst., 2016

Automatic Parameter Derivations in k2U Framework.
CoRR, 2016

Energy Synchronized Task Assignment in Rechargeable Sensor Networks.
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.
Proceedings of the 2016 IEEE Real-Time Systems Symposium, 2016

Enabling Predictable Wireless Data Collection in Severe Energy Harvesting Environments.
Proceedings of the 2016 IEEE Real-Time Systems Symposium, 2016

k2Q: A Quadratic-Form Response Time and Schedulability Analysis Framework for Utilization-Based Analysis.
Proceedings of the 2016 IEEE Real-Time Systems Symposium, 2016

Uniprocessor Scheduling Strategies for Self-Suspending Task Systems.
Proceedings of the 24th International Conference on Real-Time Networks and Systems, 2016

Terminal-set-enhanced community detection in social networks.
Proceedings of the 35th Annual IEEE International Conference on Computer Communications, 2016

Taming collisions for delay reduction in low-duty-cycle wireless sensor networks.
Proceedings of the 35th Annual IEEE International Conference on Computer Communications, 2016

2015
CDC: Compressive Data Collection for Wireless Sensor Networks.
IEEE Trans. Parallel Distributed Syst., 2015

Evaluate and Compare Two Uitlization-Based Schedulability-Test Frameworks for Real-Time Systems.
CoRR, 2015

k2U: A General Framework from k-Point Effective Schedulability Analysis to Utilization-Based Tests.
Proceedings of the 2015 IEEE Real-Time Systems Symposium, 2015

GPES: a preemptive execution system for GPGPU computing.
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.
Proceedings of the ACM/IEEE Sixth International Conference on Cyber-Physical Systems, 2015

Supporting Dynamic GPU Computing Result Reuse in the Cloud.
Proceedings of the 7th USENIX Workshop on Hot Topics in Cloud Computing, 2015

A Computation Offloading Framework for Soft Real-Time Embedded Systems.
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.
Proceedings of the 52nd Annual Design Automation Conference, 2015

2014
Supporting soft real-time parallel applications on multiprocessors.
J. Syst. Archit., 2014

Supporting Soft Real-Time Sporadic Task Systems on Heterogeneous Multiprocessors with No Utilization Loss.
CoRR, 2014

REPC: Reliable and efficient participatory computing for mobile devices.
Proceedings of the Eleventh Annual IEEE International Conference on Sensing, 2014

Bursty-Interference Analysis Techniques for Analyzing Complex Real-Time Task Models.
Proceedings of the IEEE 35th IEEE Real-Time Systems Symposium, 2014

Fixed-Relative-Deadline Scheduling of Hard Real-Time Tasks with Self-Suspensions.
Proceedings of the IEEE 35th IEEE Real-Time Systems Symposium, 2014

Minimizing response times of automotive dataflows on multicore.
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.
Proceedings of the 2014 IEEE Conference on Computer Communications, 2014

On Exploiting Dynamic Execution Patterns for Workload Offloading in Mobile Cloud Applications.
Proceedings of the 22nd IEEE International Conference on Network Protocols, 2014

Reconfiguration-assisted charging in large-scale Lithium-ion battery systems.
Proceedings of the ACM/IEEE International Conference on Cyber-Physical Systems, 2014

Task mapping in heterogeneous embedded systems for fast completion time.
Proceedings of the 2014 International Conference on Embedded Software, 2014

Supporting read/write applications in embedded real-time systems via suspension-aware analysis.
Proceedings of the 2014 International Conference on Embedded Software, 2014

Analysis Techniques for Supporting Harmonic Real-Time Tasks with Suspensions.
Proceedings of the 26th Euromicro Conference on Real-Time Systems, 2014

2013
Exploring Adaptive Reconfiguration to Optimize Energy Efficiency in Large-Scale Battery Systems.
Proceedings of the IEEE 34th Real-Time Systems Symposium, 2013

Suspension-Aware Analysis for Hard Real-Time Multiprocessor Scheduling.
Proceedings of the 25th Euromicro Conference on Real-Time Systems, 2013

2012
A new technique for analyzing soft real-time self-suspending task systems.
SIGBED Rev., 2012

An O(m) Analysis Technique for Supporting Real-Time Self-Suspending Task Systems.
Proceedings of the 33rd IEEE Real-Time Systems Symposium, 2012

Supporting Soft Real-Time Parallel Applications on Multicore Processors.
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.
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.
Proceedings of the 31st IEEE Real-Time Systems Symposium, 2010

Improving the Schedulability of Sporadic Self-Suspending Soft Real-Time Multiprocessor Task Systems.
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.
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.
Proceedings of the 30th IEEE Real-Time Systems Symposium, 2009

Supporting Sporadic Pipelined Tasks with Early-Releasing in Soft Real-Time Multiprocessor Systems.
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.
Proceedings of the 21st Euromicro Conference on Real-Time Systems, 2009


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