Chi Harold Liu
Orcid: 0000-0002-0252-329XAffiliations:
- Beijing Institute of Technology, School of Computer Science and Technology, Beijing, China
- IBM Research, Beijing, China (former)
- Imperial College, London, UK (PhD 2010)
According to our database1,
Chi Harold Liu
authored at least 189 papers
between 2008 and 2025.
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Bibliography
2025
IEEE Trans. Vis. Comput. Graph., January, 2025
Adaptive ensemble optimization for memory-related hyperparameters in retraining DNN at edge.
Future Gener. Comput. Syst., 2025
2024
Energy-Efficient Ground-Air-Space Vehicular Crowdsensing by Hierarchical Multi-Agent Deep Reinforcement Learning With Diffusion Models.
IEEE J. Sel. Areas Commun., December, 2024
Indoor Periodic Fingerprint Collections by Vehicular Crowdsensing via Primal-Dual Multi-Agent Deep Reinforcement Learning.
IEEE J. Sel. Areas Commun., October, 2024
IEEE Trans. Vis. Comput. Graph., June, 2024
ElasticDNN: On-Device Neural Network Remodeling for Adapting Evolving Vision Domains at Edge.
IEEE Trans. Computers, June, 2024
HiBid: A Cross-Channel Constrained Bidding System With Budget Allocation by Hierarchical Offline Deep Reinforcement Learning.
IEEE Trans. Computers, March, 2024
QoI-Aware Mobile Crowdsensing for Metaverse by Multi-Agent Deep Reinforcement Learning.
IEEE J. Sel. Areas Commun., March, 2024
Ensuring Threshold AoI for UAV-Assisted Mobile Crowdsensing by Multi-Agent Deep Reinforcement Learning With Transformer.
IEEE/ACM Trans. Netw., February, 2024
Principal Properties Attention Matching for Partial Domain Adaptation in Fault Diagnosis.
IEEE Trans. Instrum. Meas., 2024
Future Gener. Comput. Syst., 2024
InsigHTable: Insight-driven Hierarchical Table Visualization with Reinforcement Learning.
CoRR, 2024
Benchmarking the Text-to-SQL Capability of Large Language Models: A Comprehensive Evaluation.
CoRR, 2024
An Efficient Generalizable Framework for Visuomotor Policies via Control-aware Augmentation and Privilege-guided Distillation.
CoRR, 2024
Weighted Multiple Source-Free Domain Adaptation Ensemble Network in Intelligent Machinery Fault Diagnosis.
Proceedings of the Knowledge Science, Engineering and Management, 2024
Proceedings of the 2024 4th International Conference on Artificial Intelligence, 2024
2023
End-to-End Transferable Anomaly Detection via Multi-Spectral Cross-Domain Representation Alignment.
IEEE Trans. Knowl. Data Eng., December, 2023
Fast DRL-based scheduler configuration tuning for reducing tail latency in edge-cloud jobs.
J. Cloud Comput., December, 2023
IEEE Trans. Knowl. Data Eng., October, 2023
IEEE Trans. Cybern., September, 2023
A Collaborative Alignment Framework of Transferable Knowledge Extraction for Unsupervised Domain Adaptation.
IEEE Trans. Knowl. Data Eng., July, 2023
IEEE Trans. Pattern Anal. Mach. Intell., July, 2023
IEEE Trans. Mob. Comput., April, 2023
IEEE Trans. Knowl. Data Eng., March, 2023
Participant Selection for Federated Learning With Heterogeneous Data in Intelligent Transport System.
IEEE Trans. Intell. Transp. Syst., January, 2023
IEEE J. Sel. Top. Signal Process., January, 2023
HiTailor: Interactive Transformation and Visualization for Hierarchical Tabular Data.
IEEE Trans. Vis. Comput. Graph., 2023
IEEE Trans. Netw. Sci. Eng., 2023
Domain Adaptive Remote Sensing Scene Recognition via Semantic Relationship Knowledge Transfer.
IEEE Trans. Geosci. Remote. Sens., 2023
CoRR, 2023
Proceedings of the 98th IEEE Vehicular Technology Conference, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
HiMacMic: Hierarchical Multi-Agent Deep Reinforcement Learning with Dynamic Asynchronous Macro Strategy.
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023
Proceedings of the Eleventh International Conference on Learning Representations, 2023
EdgeVisionBench: A Benchmark of Evolving Input Domains for Vision Applications at Edge.
Proceedings of the 39th IEEE International Conference on Data Engineering, 2023
Exploring both Individuality and Cooperation for Air-Ground Spatial Crowdsourcing by Multi-Agent Deep Reinforcement Learning.
Proceedings of the 39th IEEE International Conference on Data Engineering, 2023
FedKNOW: Federated Continual Learning with Signature Task Knowledge Integration at Edge.
Proceedings of the 39th IEEE International Conference on Data Engineering, 2023
Time-Aware Location Prediction by Convolutional Area-of-Interest Modeling and Memory-Augmented Attentive LSTM (Extended abstract).
Proceedings of the 39th IEEE International Conference on Data Engineering, 2023
Air-Ground Spatial Crowdsourcing with UAV Carriers by Geometric Graph Convolutional Multi-Agent Deep Reinforcement Learning.
Proceedings of the 39th IEEE International Conference on Data Engineering, 2023
CoinSeg: Contrast Inter- and Intra- Class Representations for Incremental Segmentation.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023
Borrowing Knowledge From Pre-trained Language Model: A New Data-efficient Visual Learning Paradigm.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023
On the Difficulty of Unpaired Infrared-to-Visible Video Translation: Fine-Grained Content-Rich Patches Transfer.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
VBLC: Visibility Boosting and Logit-Constraint Learning for Domain Adaptive Semantic Segmentation under Adverse Conditions.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
2022
Federated Learning With Heterogeneity-Aware Probabilistic Synchronous Parallel on Edge.
IEEE Trans. Serv. Comput., 2022
IEEE Trans. Parallel Distributed Syst., 2022
Time-Aware Location Prediction by Convolutional Area-of-Interest Modeling and Memory-Augmented Attentive LSTM.
IEEE Trans. Knowl. Data Eng., 2022
IEEE Trans. Image Process., 2022
Energy-efficient client selection in federated learning with heterogeneous data on edge.
Peer-to-Peer Netw. Appl., 2022
IEEE Trans. Pattern Anal. Mach. Intell., 2022
FedKNOW: Federated Continual Learning with Signature Task Knowledge Integration at Edge.
CoRR, 2022
ROMA: Cross-Domain Region Similarity Matching for Unpaired Nighttime Infrared to Daytime Visible Video Translation.
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022
Making The Best of Both Worlds: A Domain-Oriented Transformer for Unsupervised Domain Adaptation.
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022
EdgeTuner: Fast Scheduling Algorithm Tuning for Dynamic Edge-Cloud Workloads and Resources.
Proceedings of the IEEE INFOCOM 2022, 2022
AoI-minimal UAV Crowdsensing by Model-based Graph Convolutional Reinforcement Learning.
Proceedings of the IEEE INFOCOM 2022, 2022
Proceedings of the 28th IEEE International Conference on Parallel and Distributed Systems, 2022
Human-Drone Collaborative Spatial Crowdsourcing by Memory-Augmented and Distributed Multi-Agent Deep Reinforcement Learning.
Proceedings of the 38th IEEE International Conference on Data Engineering, 2022
Proceedings of the Computer Vision - ECCV 2022, 2022
Towards Fewer Annotations: Active Learning via Region Impurity and Prediction Uncertainty for Domain Adaptive Semantic Segmentation.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
CADRE: A Cascade Deep Reinforcement Learning Framework for Vision-Based Autonomous Urban Driving.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
2021
IEEE Trans. Parallel Distributed Syst., 2021
IEEE Trans. Parallel Distributed Syst., 2021
Modeling User Interests With Online Social Network Influence by Memory Augmented Sequence Learning.
IEEE Trans. Netw. Sci. Eng., 2021
Distributed and Energy-Efficient Mobile Crowdsensing with Charging Stations by Deep Reinforcement Learning.
IEEE Trans. Mob. Comput., 2021
IEEE Trans. Knowl. Data Eng., 2021
Social-Aware Incentive Mechanism for Vehicular Crowdsensing by Deep Reinforcement Learning.
IEEE Trans. Intell. Transp. Syst., 2021
IEEE Trans. Pattern Anal. Mach. Intell., 2021
Exploiting Both Domain-specific and Invariant Knowledge via a Win-win Transformer for Unsupervised Domain Adaptation.
CoRR, 2021
CoRR, 2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Proceedings of the ACM MobiCom '21: The 27th Annual International Conference on Mobile Computing and Networking, 2021
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021
Energy-Efficient 3D Vehicular Crowdsourcing for Disaster Response by Distributed Deep Reinforcement Learning.
Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021
Proceedings of the 40th IEEE Conference on Computer Communications, 2021
Passenger Payment Willingness Prediction by Static and Dynamic Multi-dimensional Ticket Attributes Fusion.
Proceedings of the 27th IEEE International Conference on Parallel and Distributed Systems, 2021
Proceedings of the 37th IEEE International Conference on Data Engineering, 2021
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021
Embedded Discriminative Attention Mechanism for Weakly Supervised Semantic Segmentation.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
2020
Discriminative Transfer Feature and Label Consistency for Cross-Domain Image Classification.
IEEE Trans. Neural Networks Learn. Syst., 2020
Free Market of Multi-Leader Multi-Follower Mobile Crowdsensing: An Incentive Mechanism Design by Deep Reinforcement Learning.
IEEE Trans. Mob. Comput., 2020
Distributed Energy-Efficient Multi-UAV Navigation for Long-Term Communication Coverage by Deep Reinforcement Learning.
IEEE Trans. Mob. Comput., 2020
Accelerating Deep Learning Systems via Critical Set Identification and Model Compression.
IEEE Trans. Computers, 2020
Energy-Efficient Mobile Crowdsensing by Unmanned Vehicles: A Sequential Deep Reinforcement Learning Approach.
IEEE Internet Things J., 2020
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020
Proceedings of the 39th IEEE Conference on Computer Communications, 2020
Proceedings of the 39th IEEE Conference on Computer Communications, 2020
Curiosity-Driven Energy-Efficient Worker Scheduling in Vehicular Crowdsourcing: A Deep Reinforcement Learning Approach.
Proceedings of the 36th IEEE International Conference on Data Engineering, 2020
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
2019
IEEE Trans. Parallel Distributed Syst., 2019
IEEE Trans. Mob. Comput., 2019
Heterogeneous Multi-Task Assignment in Mobile Crowdsensing Using Spatiotemporal Correlation.
IEEE Trans. Mob. Comput., 2019
IEEE Trans. Knowl. Data Eng., 2019
Blockchain-Enabled Data Collection and Sharing for Industrial IoT With Deep Reinforcement Learning.
IEEE Trans. Ind. Informatics, 2019
Guest Editorial: Introduction to the Special Section on Sensor Data Computing as a Service in Internet of Things.
IEEE Trans. Emerg. Top. Comput., 2019
IEEE J. Sel. Areas Commun., 2019
Towards secure and privacy preserving collision avoidance system in 5G fog based Internet of Vehicles.
Future Gener. Comput. Syst., 2019
Proceedings of the 27th ACM International Conference on Multimedia, 2019
Proceedings of the 27th ACM International Conference on Multimedia, 2019
2018
A Mobile Computing Method Using CNN and SR for Signature Authentication with Contour Damage and Light Distortion.
Wirel. Commun. Mob. Comput., 2018
Learning-Based Energy-Efficient Data Collection by Unmanned Vehicles in Smart Cities.
IEEE Trans. Ind. Informatics, 2018
J. Vis. Commun. Image Represent., 2018
Energy-Efficient UAV Control for Effective and Fair Communication Coverage: A Deep Reinforcement Learning Approach.
IEEE J. Sel. Areas Commun., 2018
IT Prof., 2018
Computer, 2018
Comput. Commun., 2018
Proceedings of the 2018 IEEE Conference on Computer Communications, 2018
2017
IEEE Syst. J., 2017
IEEE Syst. J., 2017
IEEE Syst. J., 2017
Spectrum sensing in cognitive vehicular network: State-of-Art, challenges and open issues.
Comput. Commun., 2017
Proceedings of the 2017 IEEE Wireless Communications and Networking Conference, 2017
Proceedings of the IEEE AFRICON 2017, Cape Town, South Africa, September 18-20, 2017, 2017
2016
Cloud-Based Actor Identification With Batch-Orthogonal Local-Sensitive Hashing and Sparse Representation.
IEEE Trans. Multim., 2016
Energy-Aware Preferential Attachment Model for Wireless Sensor Networks with Improved Survivability.
KSII Trans. Internet Inf. Syst., 2016
IEEE Commun. Surv. Tutorials, 2016
Comput. Networks, 2016
Credible and energy-aware participant selection with limited task budget for mobile crowd sensing.
Ad Hoc Networks, 2016
Proceedings of the 8th International Conference on Wireless Communications & Signal Processing, 2016
Proceedings of the IEEE 84th Vehicular Technology Conference, 2016
Proceedings of the 2016 IEEE 14th Intl Conf on Dependable, 2016
Proceedings of the 2016 IEEE 14th Intl Conf on Dependable, 2016
2015
IEEE Trans. Veh. Technol., 2015
Energy-Efficient Relay Selection for Cooperative Relaying in Wireless Multimedia Networks.
IEEE Trans. Veh. Technol., 2015
IEEE Trans. Veh. Technol., 2015
An Event-Driven QoI-Aware Participatory Sensing Framework with Energy and Budget Constraints.
ACM Trans. Intell. Syst. Technol., 2015
The Emerging Internet of Things Marketplace From an Industrial Perspective: A Survey.
IEEE Trans. Emerg. Top. Comput., 2015
Energy-Efficient Location and Activity-Aware On-Demand Mobile Distributed Sensing Platform for Sensing as a Service in IoT Clouds.
IEEE Trans. Comput. Soc. Syst., 2015
Modeling Battery Behavior on Sensory Operations for Context-Aware Smartphone Sensing.
Sensors, 2015
IEEE Internet Things J., 2015
Context-aware Computing in the Internet of Things: A Survey on Internet of Things From Industrial Market Perspective.
CoRR, 2015
IEEE Commun. Surv. Tutorials, 2015
Proceedings of the 2015 IEEE 12th Intl Conf on Ubiquitous Intelligence and Computing and 2015 IEEE 12th Intl Conf on Autonomic and Trusted Computing and 2015 IEEE 15th Intl Conf on Scalable Computing and Communications and Its Associated Workshops (UIC-ATC-ScalCom), 2015
Proceedings of the 26th IEEE Annual International Symposium on Personal, 2015
Proceedings of the 2015 IEEE/CIC International Conference on Communications in China, 2015
Proceedings of the 2015 IEEE/CIC International Conference on Communications in China, 2015
Proceedings of the 2015 IEEE International Conference on Communications, 2015
Personalized online video recommendations by using adaptive feedback control frameworks.
Proceedings of the 2015 IEEE International Conference on Communications, 2015
Distributed and Real-Time Query Framework for Processing Participatory Sensing Data Streams.
Proceedings of the 17th IEEE International Conference on High Performance Computing and Communications, 2015
Proceedings of the 17th IEEE International Conference on High Performance Computing and Communications, 2015
2014
Joint multi-radio multi-channel assignment, scheduling, and routing in wireless mesh networks.
Wirel. Networks, 2014
IEEE Trans. Wirel. Commun., 2014
IEEE Trans. Veh. Technol., 2014
IEEE Trans. Veh. Technol., 2014
IEEE Trans. Emerg. Top. Comput., 2014
Mob. Networks Appl., 2014
J. Sensors, 2014
IEEE Commun. Mag., 2014
Efficient naming, addressing and profile services in Internet-of-Things sensory environments.
Ad Hoc Networks, 2014
IEEE Access, 2014
Proceedings of the IEEE World Forum on Internet of Things, 2014
Proceedings of the Eleventh Annual IEEE International Conference on Sensing, 2014
Proceedings of the IEEE Global Communications Conference, 2014
Proceedings of the Cloud Computing - 5th International Conference, CloudComp 2014, Guilin, 2014
Diagnosing Virtualized Hadoop Performance from Benchmark Results: An Exploratory Study.
Proceedings of the 2014 IEEE International Congress on Big Data, Anchorage, AK, USA, June 27, 2014
2013
Mob. Networks Appl., 2013
IEEE Commun. Lett., 2013
Sensor Search Techniques for Sensing as a Service Architecture for The Internet of Things.
CoRR, 2013
Proceedings of the IEEE 10th International Conference on Mobile Ad-Hoc and Sensor Systems, 2013
Proceedings of IEEE International Conference on Communications, 2013
Proceedings of IEEE International Conference on Communications, 2013
2012
Exploring passenger dynamics and connectivities in Beijing underground via bluetooth networks.
Proceedings of the 2012 IEEE Wireless Communications and Networking Conference Workshops, 2012
Proceedings of the 10th ACM Conference on Embedded Network Sensor Systems, 2012
Proceedings of the 9th Annual IEEE Communications Society Conference on Sensor, 2012
2011
Proceedings of the 8th Annual IEEE Communications Society Conference on Sensor, 2011
Proceedings of the Ninth Annual IEEE International Conference on Pervasive Computing and Communications, 2011
International workshop on networking and object memories for the internet of things (NOMe-IoT 2011).
Proceedings of the UbiComp 2011: Ubiquitous Computing, 13th International Conference, 2011
2010
Proceedings of the 2010 IEEE Wireless Communications and Networking Conference, 2010
Proceedings of the Seventh Annual IEEE Communications Society Conference on Sensor, 2010
2009
Proceedings of the UKSim'11, 2009
Proceedings of the Global Communications Conference, 2009. GLOBECOM 2009, Honolulu, Hawaii, USA, 30 November, 2009
2008
A Distributed Scheduling Algorithm with QoS Provisions in Multi-hop Wireless Mesh Networks.
Proceedings of the IEEE International Conference on Wireless and Mobile Computing, 2008
Proceedings of the 67th IEEE Vehicular Technology Conference, 2008
Proceedings of the IEEE 19th International Symposium on Personal, 2008
Proceedings of the Third International Symposium on Wireless Pervasive Computing, 2008
Proceedings of the 2008 International Conference on Information Networking, 2008