Qi Zhang

2024

ACCURATE GIGAPIXEL CROWD COUNTING BY ITERATIVE ZOOMING AND REFINEMENT

Bakhtiarnia, A., Zhang, Q. & Iosifidis, A., 2024, ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). Institute of Electrical and Electronics Engineers Inc., p. 6510-6514 5 p. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

Research output: Contribution to book/anthology/report/proceeding › Article in proceedings › Research › peer-review

Design Octree-Based Method to Improve Model-Mediated Teleoperation in Tactile Internet

Antonsen, M. M., Chinello, F. & Zhang, Q., 2024, (Accepted/In press) International Conference on Robotics and Automation (ICRA).

Research output: Contribution to book/anthology/report/proceeding › Article in proceedings › Research › peer-review

Digital Twin-empowered Model-Mediated Teleoperation using Multimodality Data with Signed Distance Fields

Antonsen, M. M., Liu, S., Xu, X., Steinbach, E., Chinello, F. & Zhang, Q., May 2024, 2024 IEEE Haptics Symposium, HAPTICS 2024. IEEE, p. 353-359 7 p. (International Symposium on Haptic Interfaces for Virtual Environment and Teleoperator Systems (HAPTICS)).

Research output: Contribution to book/anthology/report/proceeding › Article in proceedings › Research › peer-review

Efficient High-Resolution Deep Learning: A Survey

Bakhtiarnia, A., Zhang, Q. & Iosifidis, A., Jul 2024, In: ACM Computing Surveys. 56, 7, 181.

Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaper › Journal article › Research › peer-review

Open Access

GreedyGD: Enhanced Generalized Deduplication for Direct Analytics in IoT

Hurst, A., Lucani Rötter, D. E. & Zhang, Q., 1 Apr 2024, In: IEEE Transactions on Industrial Informatics. 20, 4, p. 6954-6962 9 p.

Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaper › Journal article › Research › peer-review

PairwiseHist: Fast, Accurate, and Space-Efficient Approximate Query Processing with Data Compression

Hurst, A., Lucani Rötter, D. E. & Zhang, Q., 2024, (Accepted/In press) International Conference on Very Large Databases (VLDB).

Research output: Contribution to book/anthology/report/proceeding › Article in proceedings › Research › peer-review

triaGeD: using compression for anomaly detection

Taurone, F., Dorsch, J., Lucani Rötter, D. E. & Zhang, Q., 2024, (Accepted/In press) Data Compression Conference. IEEE

Research output: Contribution to book/anthology/report/proceeding › Article in proceedings › Research › peer-review

2023

Attention-Based Feature Compression for CNN Inference Offloading in Edge Computing

Li, N., Iosifidis, A. & Zhang, Q., Oct 2023, ICC 2023 - IEEE International Conference on Communications. Zorzi, M., Tao, M. & Saad, W. (eds.). IEEE, p. 967-972 6 p. (I E E E International Conference on Communications).

Research output: Contribution to book/anthology/report/proceeding › Article in proceedings › Research › peer-review

Change a Bit to save Bytes: Compression for Floating Point Time-Series Data

Taurone, F., Lucani Rötter, D. E. & Zhang, Q., 2023, (Accepted/In press) IEEE International Conference on Communications (ICC). IEEE

Research output: Contribution to book/anthology/report/proceeding › Article in proceedings › Research › peer-review

Crowd Counting on Heavily Compressed Images with Curriculum Pre-Training

Bakhtiarnia, A., Zhang, Q. & Iosifidis, A., 2023, 2023 IEEE Symposium Series on Computational Intelligence (SSCI). IEEE, p. 559-564 6 p. (Proceedings (IEEE Symposium Series on Computational Intelligence)).

Research output: Contribution to book/anthology/report/proceeding › Article in proceedings › Research › peer-review

Demo: 3TierView: A Three-tier Privacy-preserving Live Video Surveillance IoT System

Li, H., Zhang, Q. & Kuldeep, G., Jun 2023, MobiSys '23: Proceedings of the 21st Annual International Conference on Mobile Systems, Applications and Services. New York: Association for Computing Machinery, p. 594–595 2 p. (Conference proceedings (International Conference on Mobile Systems, Applications, and Services)).

Research output: Contribution to book/anthology/report/proceeding › Article in proceedings › Research › peer-review

Dynamic Split Computing for Efficient Deep Edge Intelligence

Bakhtiarnia, A., Milošević, N., Zhang, Q., Bajović, D. & Iosifidis, A., 2023, ICASSP 2023: 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, (I E E E International Conference on Acoustics, Speech and Signal Processing. Proceedings).

Research output: Contribution to book/anthology/report/proceeding › Article in proceedings › Research › peer-review

Lightweight electrocardiogram signal compression

Kuldeep, G. & Zhang, Q., Aug 2023, In: Biomedical Signal Processing and Control. 85, 11 p., 105012.

Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaper › Journal article › Research › peer-review

Lossless preprocessing of floating point data to enhance compression

Taurone, F., Lucani Rötter, D. E., Fehér, M. & Zhang, Q., 2023, (Accepted/In press) International Conference on Distributed Computing and Artificial Intelligence. Springer, (Lecture Notes in Networks and Systems).

Research output: Contribution to book/anthology/report/proceeding › Article in proceedings › Research › peer-review

PromptMix: Text-to-image diffusion models enhance the performance of lightweight networks

Bakhtiarnia, A., Zhang, Q. & Iosifidis, A., 2023, 2023 International Joint Conference on Neural Networks (IJCNN). IEEE, (IEEE International Joint Conference on Neural Network proceedings).

Research output: Contribution to book/anthology/report/proceeding › Article in proceedings › Research › peer-review

Rendering Delay Minimization in RIS-assisted Edge Computing for IIoT with VR Streaming.

Wang, X., Mukherjee, M., Kumar, V., Mavromoustakis, C. X., Shoufan, A., Guo, M. & Zhang, Q., 2023, (Accepted/In press) IEEE Globecom, 3rd Workshop on Sustainable and Resilient Industrial Networks, 2023.

Research output: Contribution to book/anthology/report/proceeding › Article in proceedings › Research › peer-review

Semantic Communication Enabling Robust Edge Intelligence for Time-Critical IoT Applications

Cavagna, A., Li, N., Iosifidis, A. & Zhang, Q., Oct 2023, 2023 IEEE International Conference on Communications Workshops (ICC Workshops). IEEE, p. 1617-1622 6 p. (IEEE International Conference on Communications workshops).

Research output: Contribution to book/anthology/report/proceeding › Article in proceedings › Research › peer-review

Spatiotemporal Attention-based Semantic Compression for Real-time Video Recognition.

Li, N., Bennis, M., Iosifidis, A. & Zhang, Q., 2023, (Accepted/In press) IEEE Globecom 2023. IEEE, 6 p.

Research output: Contribution to book/anthology/report/proceeding › Article in proceedings › Research › peer-review

Zip to Zip-it: Compression to Achieve Local Differential Privacy

Taurone, F., Lucani Rötter, D. E. & Zhang, Q., 2023, (Accepted/In press) IEEE Global Communications Conference. IEEE

Research output: Contribution to book/anthology/report/proceeding › Article in proceedings › Research › peer-review

2022

Collaborative edge computing for distributed CNN inference acceleration using receptive field-based segmentation

Li, N., Iosifidis, A. & Zhang, Q., 6 Jul 2022, In: Computer Networks. 214, 16 p., 109150.

Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaper › Journal article › Research › peer-review

Open Access

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Delay-optimal and Incentive-aware Computation Offloading for Reconfigurable Intelligent Surface-assisted Mobile Edge Computing

Kumar, V., Mukherjee, M., Lloret, J., Zhang, Q. & Kumari, M., 1 Jul 2022, (E-pub ahead of print) In: IEEE Networking Letters. 1 p.

Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaper › Journal article › Research › peer-review

Demo: TINGLE: Pushing Edge Intelligence in Synchronization and Useful Data Transfer for Human-Robotic Arm Interactions

Gu, X., Wang, X., Feng, Y., Long, Y., Mukherjee, M., Pan, Z., Guo, M. & Zhang, Q., Jun 2022, INFOCOM WKSHPS 2022 - IEEE Conference on Computer Communications Workshops. IEEE, 2 p.

Research output: Contribution to book/anthology/report/proceeding › Article in proceedings › Research › peer-review

Design and Prototyping Distributed CNN Inference Acceleration in Edge Computing

Dong, Z., Li, N., Iosifidis, A. & Zhang, Q., Nov 2022, ArXiv, 6 p.

Research output: Working paper/Preprint › Preprint

Distributed Deep Learning Inference Acceleration using Seamless Collaboration in Edge Computing

Li, N., Iosifidis, A. & Zhang, Q., May 2022, ICC 2022 - IEEE International Conference on Communications. IEEE, p. 3667-3672 6 p.

Research output: Contribution to book/anthology/report/proceeding › Article in proceedings › Research › peer-review

Edge Intelligence for Synchronized Human-Robotic Arm Interactions over Unreliable Wireless Channels

Wang, X., Feng, Y., Gu, X., Long, Y., Mukherjee, M., Fizza, K., Zhang, Q. & Guo, M., Dec 2022, 2022 IEEE Global Communications Conference, GLOBECOM 2022 - Proceedings. IEEE, p. 6349-6353 5 p.

Research output: Contribution to book/anthology/report/proceeding › Article in proceedings › Research › peer-review

GLEAN: Generalized Deduplication Enabled Approximate Edge Analytics

Hurst, A., Lucani Rötter, D. E., Assent, I. & Zhang, Q., Apr 2022, In: IEEE Internet of Things Journal. 10, 5, p. 4006-4020

Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaper › Journal article › Research › peer-review

Graph Reinforcement Learning-based CNN Inference Offloading in Dynamic Edge Computing

Li, N., Iosifidis, A. & Zhang, Q., 2022, 2022 IEEE Global Communications Conference, GLOBECOM 2022 - Proceedings. IEEE, p. 982-987 6 p.

Research output: Contribution to book/anthology/report/proceeding › Article in proceedings › Research › peer-review

Lightweight Compression for Severely Constrained IoT Devices

Vestergaard, R., Techel, J., Zhang, Q. & Lucani Rötter, D. E., 2022, (Accepted/In press) European Wireless Conference 2022. IEEE

Research output: Contribution to book/anthology/report/proceeding › Article in proceedings › Research › peer-review

Multi-class privacy-preserving cloud computing based on compressive sensing for IoT

Kuldeep, G. & Zhang, Q., May 2022, In: Journal of Information Security and Applications. 66, 103139.

Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaper › Journal article › Research › peer-review

Open Access

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Optimal Pricing for Offloaded Hard- and Soft-Deadline Tasks in Edge Computing

Mukherjee, M., Kumar, V., Zhang, Q., Mavromoustakis, C. X. & Matam, R., Jul 2022, In: IEEE Transactions on Intelligent Transportation Systems. 23, 7, p. 9829-9839 11 p.

Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaper › Journal article › Research › peer-review

Receptive Field-based Segmentation for Distributed CNN Inference Acceleration in Collaborative Edge Computing

Li, N., Iosifidis, A. & Zhang, Q., 2022, ICC 2022 - IEEE International Conference on Communications. IEEE, p. 4281-4286 6 p.

Research output: Contribution to book/anthology/report/proceeding › Article in proceedings › Research › peer-review

RIS-assisted Task Offloading for Wireless Dead Zone to Minimize Delay in Edge Computing

Mukherjee, M., Kumar, V., Kumar, S., Mavromoustakis, C. X., Zhang, Q. & Guo, M., Dec 2022, 2022 IEEE Global Communications Conference, GLOBECOM 2022 - Proceedings. IEEE, p. 2554-2559 6 p.

Research output: Contribution to book/anthology/report/proceeding › Article in proceedings › Research › peer-review

Single-layer vision transformers for more accurate early exits with less overhead

Bakhtiarnia, A., Zhang, Q. & Iosifidis, A., Sept 2022, In: Neural Networks. 153, p. 461-473 13 p.

Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaper › Journal article › Research › peer-review

Open Access

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2021

A Novel Efficient Secure and Error-Robust Scheme for Internet of Things Using Compressive Sensing

Kuldeep, G. & Zhang, Q., Mar 2021, In: IEEE Access. 9, p. 40903-40914 12 p., 9373354.

Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaper › Journal article › Research › peer-review

Open Access

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A Survey: Nonorthogonal Multiple Access with Compressed Sensing Multiuser Detection for mMTC

Alam, M. & Zhang, Q., Oct 2021, In: Wireless Communications and Mobile Computing. 2021, 16 p., 8840519.

Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaper › Journal article › Research › peer-review

Open Access

Design Prototype and Security Analysis of a Lightweight Joint Compression and Encryption Scheme for Resource-constrained IoT Devices

Kuldeep, G. & Zhang, Q., Jul 2021, In: IEEE Internet of Things Journal. 9, 1, p. 165-181 17 p.

Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaper › Journal article › Research › peer-review

Direct Analytics of Generalized Deduplication Compressed IoT Data

Hurst, A., Zhang, Q., Lucani Rötter, D. E. & Assent, I., 2021, 2021 IEEE Global Communications Conference, GLOBECOM 2021 - Proceedings. IEEE, (IEEE Global Communications Conference (GLOBECOM)).

Research output: Contribution to book/anthology/report/proceeding › Article in proceedings › Research › peer-review

Enabling Random Access in Universal Compressors

Vestergaard, R., Zhang, Q. & Lucani Rötter, D. E., 2021, IEEE INFOCOM 2021 - IEEE Conference on Computer Communications Workshops, INFOCOM WKSHPS 2021: Proceedings. IEEE, 6 p. 9484460

Research output: Contribution to book/anthology/report/proceeding › Article in proceedings › Research › peer-review

Improving the Accuracy of Early Exits in Multi-Exit Architectures via Curriculum Learning

Bakhtiarnia, A., Zhang, Q. & Iosifidis, A., Sept 2021, 2021 International Joint Conference on Neural Networks (IJCNN). IEEE, 8 p.

Research output: Contribution to book/anthology/report/proceeding › Article in proceedings › Research › peer-review

Multi-Exit Vision Transformer for Dynamic Inference

Bakhtiarnia, A., Zhang, Q. & Iosifidis, A., 29 Jun 2021, The 32nd British Machine Vision Conference. 12 p.

Research output: Contribution to book/anthology/report/proceeding › Article in proceedings › Research › peer-review

Reconfigurable Intelligent Surface-assisted Edge Computing to Minimize Delay in Task Offloading

Mukherjee, M., Kumar, V., Kumar, S., Lloret, J., Zhang, Q. & Guo, M., 2021, 2021 IEEE Global Communications Conference (GLOBECOM). IEEE, 6 p.

Research output: Contribution to book/anthology/report/proceeding › Article in proceedings › Research › peer-review

Titchy: Online Time-series Compression with Random Access for the Internet of Things

Vestergaard, R., Zhang, Q., Sipos, M. & Lucani Rötter, D. E., 2021, In: IEEE Internet of Things Journal. 8, 24, p. 17568-17583 26 p.

Research output: Contribution to journal/Conference contribution in journal/Contribution to newspaper › Journal article › Research › peer-review

2020

Adaptive Task Partitioning at Local Device or Remote Edge Server for Offloading in MEC

Liu, J. & Zhang, Q., May 2020, 2020 IEEE Wireless Communications and Networking Conference, WCNC 2020 - Proceedings. Seoul: IEEE, 6 p. 9120484

Research output: Contribution to book/anthology/report/proceeding › Article in proceedings › Research › peer-review

A Randomly Accessible Lossless Compression Scheme for Time-Series Data

Vestergaard, R., Lucani Rötter, D. E. & Zhang, Q., 2020, INFOCOM 2020 - IEEE Conference on Computer Communications. IEEE, p. 2145-2154 10 p. 9155450

Research output: Contribution to book/anthology/report/proceeding › Article in proceedings › Research › peer-review

Open Access

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Qi Zhang

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