Search results

  • 2020

    Improving the Accuracy-Latency Trade-off of Edge-Cloud Computation Offloading for Deep Learning Services

    Zhao, X., Hosseinzadeh, M., Hudson, N., Khamfroush, H. & Lucani, D. E., Dec 2020, 2020 IEEE Globecom Workshops, GC Wkshps 2020 - Proceedings. 367470. (2020 IEEE Globecom Workshops, GC Wkshps 2020 - Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    13 Scopus citations
  • Inconsistent Performance of Deep Learning Models on Mammogram Classification

    Wang, X., Liang, G., Zhang, Y., Blanton, H., Bessinger, Z. & Jacobs, N., Jun 2020, In: Journal of the American College of Radiology. 17, 6, p. 796-803 8 p.

    Research output: Contribution to journalArticlepeer-review

    Open Access
    111 Scopus citations
  • Inferring Gene Regulatory Networks of Metabolic Enzymes Using Gradient Boosted Trees

    Zhang, Y., Zhang, X., Lane, A. N., Fan, T. W. M. & Liu, J., May 2020, In: IEEE Journal of Biomedical and Health Informatics. 24, 5, p. 1528-1536 9 p., 8781833.

    Research output: Contribution to journalArticlepeer-review

    Open Access
    8 Scopus citations
  • Inferring Salient Objects from Human Fixations

    Wang, W., Shen, J., Dong, X., Borji, A. & Yang, R., Aug 1 2020, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 42, 8, p. 1913-1927 15 p., 8668551.

    Research output: Contribution to journalArticlepeer-review

    164 Scopus citations
  • InstanceFusion: Real-time Instance-level 3D Reconstruction Using a Single RGBD Camera

    Lu, F., Peng, H., Wu, H., Yang, J., Yang, X., Cao, R., Zhang, L., Yang, R. & Zhou, B., Oct 2020, In: Computer Graphics Forum. 39, 7, p. 433-445 13 p.

    Research output: Contribution to journalArticlepeer-review

    6 Scopus citations
  • Instance Segmentation of LiDAR Point Clouds

    Zhang, F., Guan, C., Fang, J., Bai, S., Yang, R., Torr, P. H. S. & Prisacariu, V., May 2020, 2020 IEEE International Conference on Robotics and Automation, ICRA 2020. p. 9448-9455 8 p. 9196622. (Proceedings - IEEE International Conference on Robotics and Automation).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    51 Scopus citations
  • Interactive summarization for data filtering and triage

    Robertson, J., Harrison, B. & Jhala, A., 2020, Proceedings of the 33rd International Florida Artificial Intelligence Research Society Conference, FLAIRS 2020. Bell, E. & Bartak, R. (eds.). p. 252-257 6 p. (Proceedings of the 33rd International Florida Artificial Intelligence Research Society Conference, FLAIRS 2020).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    2 Scopus citations
  • Internal stability in hedonic games

    Schlueter, J. & Goldsmith, J., 2020, Proceedings of the 33rd International Florida Artificial Intelligence Research Society Conference, FLAIRS 2020. Bell, E. & Bartak, R. (eds.). p. 154-159 6 p. (Proceedings of the 33rd International Florida Artificial Intelligence Research Society Conference, FLAIRS 2020).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    2 Scopus citations
  • Joint 3D instance segmentation and object detection for autonomous driving

    Zhou, D., Fang, J., Song, X., Liu, L., Yin, J., Dai, Y., Li, H. & Yang, R., 2020, In: Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. p. 1836-1846 11 p., 9156967.

    Research output: Contribution to journalConference articlepeer-review

    94 Scopus citations
  • Joint Routing and Sketch Configuration in Software-Defined Networking.

    Zhai, Y., Xu, H., Wang, H., Meng, Z. & Huang, H., 2020, In: IEEE/ACM Trans. Netw.. 28, 5, p. 2092-2105 14 p., 5.

    Research output: Contribution to journalArticlepeer-review

    12 Scopus citations
  • Learning a dynamic map of visual appearance

    Salem, T., Workman, S. & Jacobs, N., 2020, In: Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. p. 12432-12441 10 p., 9156596.

    Research output: Contribution to journalConference articlepeer-review

    Open Access
    22 Scopus citations
  • Learning Depth with Convolutional Spatial Propagation Network

    Cheng, X., Wang, P. & Yang, R., Oct 1 2020, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 42, 10, p. 2361-2379 19 p., 8869936.

    Research output: Contribution to journalArticlepeer-review

    Open Access
    186 Scopus citations
  • Learning norms from stories: A prior for value aligned agents

    Al Nahian, M. S., Frazier, S., Riedl, M. & Harrison, B., Feb 7 2020, AIES 2020 - Proceedings of the AAAI/ACM Conference on AI, Ethics, and Society. p. 124-130 7 p. (AIES 2020 - Proceedings of the AAAI/ACM Conference on AI, Ethics, and Society).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    17 Scopus citations
  • Learning Resilient Behaviors for Navigation under Uncertainty

    Fan, T., Long, P., Liu, W., Pan, J., Yang, R. & Manocha, D., May 2020, 2020 IEEE International Conference on Robotics and Automation, ICRA 2020. p. 5299-5305 7 p. 9196785. (Proceedings - IEEE International Conference on Robotics and Automation).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    18 Scopus citations
  • LiDAR-based online 3D video object detection with graph-based message passing and spatiotemporal transformer attention

    Yin, J., Shen, J., Guan, C., Zhou, D. & Yang, R., 2020, In: Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. p. 11492-11501 10 p., 9156791.

    Research output: Contribution to journalConference articlepeer-review

    Open Access
    126 Scopus citations
  • Loss of CLN3, the gene mutated in juvenile neuronal ceroid lipofuscinosis, leads to metabolic impairment and autophagy induction in retinal pigment epithelium

    Zhong, Y., Mohan, K., Liu, J., Al-Attar, A., Lin, P., Flight, R. M., Sun, Q., Warmoes, M. O., Deshpande, R. R., Liu, H., Jung, K. S., Mitov, M. I., Lin, N., Butterfield, D. A., Lu, S., Liu, J., Moseley, H. N. B., Fan, T. W. M., Kleinman, M. E. & Wang, Q. J., Oct 1 2020, In: Biochimica et Biophysica Acta - Molecular Basis of Disease. 1866, 10, 165883.

    Research output: Contribution to journalArticlepeer-review

    Open Access
    22 Scopus citations
  • Machine Learning in the Wild: The Case of User-Centered Learning in Cyber Physical Systems

    Khamesi, A. R., Shin, E. & Silvestri, S., Jan 2020, 2020 International Conference on COMmunication Systems and NETworkS, COMSNETS 2020. p. 275-281 7 p. 9027329. (2020 International Conference on COMmunication Systems and NETworkS, COMSNETS 2020).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    6 Scopus citations
  • Manipulating narrative salience in interactive stories using indexter's pairwise event salience hypothesis

    Farrell, R., Ware, S. G. & Baker, L. J., Mar 2020, In: IEEE Transactions on Games. 12, 1, p. 74-85 12 p., 2905230.

    Research output: Contribution to journalArticlepeer-review

    Open Access
    6 Scopus citations
  • Maximin share allocations on cycles

    Lonc, Z. & Truszczynski, M., Oct 2020, In: Journal of Artificial Intelligence Research. 69, p. 613-655 43 p.

    Research output: Contribution to journalArticlepeer-review

    Open Access
    24 Scopus citations
  • Meeting Users' QoS in a Edge-to-Cloud Platform via Optimally Placing Services and Scheduling Tasks

    Turner, M. & Khamfroush, H., Feb 2020, 2020 International Conference on Computing, Networking and Communications, ICNC 2020. p. 368-372 5 p. 9049749. (2020 International Conference on Computing, Networking and Communications, ICNC 2020).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    8 Scopus citations
  • Message from the ISRL 2020 Program Chairs

    Zhang, C. & Fei, Z., Nov 2020, In: Proceedings - 2020 IEEE International Conference on Smart Cloud, SmartCloud 2020. p. XIV 9265954.

    Research output: Contribution to journalEditorial

    Open Access
  • Message from the SmartCloud 2020 Program Chairs

    Zhang, C. & Fei, Z., Nov 2020, In: Proceedings - 2020 IEEE International Conference on Smart Cloud, SmartCloud 2020. p. XIV 9265955.

    Research output: Contribution to journalEditorial

    Open Access
  • Message from the TPC Chairs

    Schmidt, T. C. & Calvert, K. L., Sep 22 2020, In: ICN 2020 - Proceedings of the 7th ACM Conference on Information-Centric Networking. p. II

    Research output: Contribution to journalEditorial

  • Modeling the Impact of Network Connectivity on Consensus Security of Proof-of-Work Blockchain

    Xiao, Y., Zhang, N., Lou, W. & Hou, Y. T., Jul 2020, INFOCOM 2020 - IEEE Conference on Computer Communications. p. 1648-1657 10 p. 9155451. (Proceedings - IEEE INFOCOM; vol. 2020-July).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    35 Scopus citations
  • Multi-branch attention networks for classifying galaxy clusters

    Zhang, Y., Liang, G., Su, Y. & Jacobs, N., 2020, Proceedings of ICPR 2020 - 25th International Conference on Pattern Recognition. p. 9643-9649 7 p. 9412498. (Proceedings - International Conference on Pattern Recognition).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    5 Scopus citations
  • Narrative planning for belief and intention recognition

    Farrell, R. & Ware, S. G., 2020, Proceedings of the 16th AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment, AIIDE 2020. Lelis, L. & Thue, D. (eds.). p. 52-58 7 p. (Proceedings of the 16th AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment, AIIDE 2020).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    5 Scopus citations
  • New models for generating hard random boolean formulas and disjunctive logic programs

    Amendola, G., Ricca, F. & Truszczynski, M., Feb 2020, In: Artificial Intelligence. 279, 103185.

    Research output: Contribution to journalArticlepeer-review

    Open Access
    5 Scopus citations
  • Offloading Decision in Edge Computing for Continuous Applications under Uncertainty

    Chang, W., Xiao, Y., Lou, W. & Shou, G., Sep 2020, In: IEEE Transactions on Wireless Communications. 19, 9, p. 6196-6209 14 p., 9119190.

    Research output: Contribution to journalArticlepeer-review

    24 Scopus citations
  • Omnidirectional Depth Extension Networks

    Cheng, X., Wang, P., Zhou, Y., Guan, C. & Yang, R., May 2020, 2020 IEEE International Conference on Robotics and Automation, ICRA 2020. p. 589-595 7 p. 9197123. (Proceedings - IEEE International Conference on Robotics and Automation).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    22 Scopus citations
  • On alternative quantization for doubly weighted approximation and integration over unbounded domains

    Kritzer, P., Pillichshammer, F., Plaskota, L. & Wasilkowski, G. W., Aug 2020, In: Journal of Approximation Theory. 256, 105433.

    Research output: Contribution to journalArticlepeer-review

    Open Access
    1 Scopus citations
  • On efficient weighted integration via a change of variables

    Kritzer, P., Pillichshammer, F., Plaskota, L. & Wasilkowski, G. W., Nov 1 2020, In: Numerische Mathematik. 146, 3, p. 545-570 26 p.

    Research output: Contribution to journalArticlepeer-review

    3 Scopus citations
  • On Fundamental Bounds on Failure Identifiability by Boolean Network Tomography

    Bartolini, N., He, T., Arrigoni, V., Massini, A., Trombetti, F. & Khamfroush, H., Apr 2020, In: IEEE/ACM Transactions on Networking. 28, 2, p. 588-601 14 p., 9003530.

    Research output: Contribution to journalArticlepeer-review

    Open Access
    25 Scopus citations
  • Optical Wavelength Guided Self-Supervised Feature Learning For Galaxy Cluster Richness Estimate

    Liang, G., Su, Y., Lin, S.-C., Zhang, Y., Zhang, Y. & Jacobs, N., Dec 4 2020.

    Research output: Working paperPreprint

    File
    9 Downloads (Pure)
  • Optimizing edge connectivity post natural disaster using UAVs

    Grooms, X. & Baker, C. E., Mar 3 2020, HotMobile 2020 - Proceedings of the 21st International Workshop on Mobile Computing Systems and Applications. p. 101 1 p. (HotMobile 2020 - Proceedings of the 21st International Workshop on Mobile Computing Systems and Applications).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • Overfitting can be harmless for basis pursuit, but only to a degree

    Ju, P., Lin, X. & Liu, J., 2020, In: Advances in Neural Information Processing Systems. 2020-December

    Research output: Contribution to journalConference articlepeer-review

    18 Scopus citations
  • Partly Supervised Multi-Task Learning

    Imran, A. A. Z., Huang, C., Tang, H., Fan, W., Xiao, Y., Hao, D., Qian, Z. & Terzopoulos, D., Dec 2020, Proceedings - 19th IEEE International Conference on Machine Learning and Applications, ICMLA 2020. Wani, M. A., Luo, F., Li, X., Dou, D. & Bonchi, F. (eds.). p. 769-774 6 p. 9356271. (Proceedings - 19th IEEE International Conference on Machine Learning and Applications, ICMLA 2020).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    7 Scopus citations
  • Perceived-Value-driven Optimization of Energy Consumption in Smart Homes

    Khamesi, A. R., Silvestri, S., Baker, D. A. & Paola, A. D., Apr 9 2020, In: ACM Transactions on Internet of Things. 1, 2, 3375800.

    Research output: Contribution to journalArticlepeer-review

    14 Scopus citations
  • Polanco: Enforcing natural language network policies

    Rivera, S., Fei, Z. & Griffioen, J., 2020, In: Proceedings - International Conference on Computer Communications and Networks, ICCCN. 2020-January, 9209748.

    Research output: Contribution to journalConference articlepeer-review

    1 Scopus citations
  • PrePass: Load balancing with data plane resource constraints using commodity SDN switches.

    Wang, H., Xu, H., Qian, C., Ge, J., Liu, J. & Huang, H., 2020, In: Comput. Networks. 178, p. 107339 1 p.

    Research output: Contribution to journalArticlepeer-review

    24 Scopus citations
  • Privacyguard: Enforcing private data usage control with blockchain and attested off-chain contract execution

    Xiao, Y., Zhang, N., Li, J., Lou, W. & Hou, Y. T., 2020, Computer Security – ESORICS 2020 - 25th European Symposium on Research in Computer Security, ESORICS 2020, Proceedings. Chen, L., Schneider, S., Li, N. & Liang, K. (eds.). p. 610-629 20 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12309 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    40 Scopus citations
  • Progressive adversarial semantic segmentation

    Imran, A. A. Z. & Terzopoulos, D., 2020, Proceedings of ICPR 2020 - 25th International Conference on Pattern Recognition. p. 4910-4917 8 p. 9412530. (Proceedings - International Conference on Pattern Recognition).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    3 Scopus citations
  • Quantifying deployability and evolvability of future internet architectures via economic models

    Li, Y., Xie, H., Lui, J. C. S. & Calvert, K. L., Oct 2020, In: IEEE/ACM Transactions on Networking. 28, 5, p. 1995-2008 14 p.

    Research output: Contribution to journalArticlepeer-review

    Open Access
    1 Scopus citations
  • RasterNet: Modeling free-flow speed using lidar and overhead imagery

    Hadzic, A., Blanton, H., Song, W., Chen, M., Workman, S. & Jacobs, N., Jun 2020, Proceedings - 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2020. p. 826-834 9 p. 9150864. (IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops; vol. 2020-June).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    3 Scopus citations
  • Recent shrinkage and fragmentation of bluegrass landscape in Kentucky

    Tao, B., Yang, Y., Yang, J., Smith, R., Fox, J., Ruane, A. C., Liu, J. & Ren, W., Jun 1 2020, In: Remote Sensing. 12, 11, 1815.

    Research output: Contribution to journalArticlepeer-review

    Open Access
    8 Scopus citations
  • Reproducibility of Survey Results: A New Method to Quantify Similarity of Human Subject Pools

    Khamesi, A. R., Musmeci, R., Silvestri, S. & Baker, D. A., Dec 2020, In: Proceedings - IEEE Global Communications Conference, GLOBECOM. 2020-January, 9348076.

    Research output: Contribution to journalConference articlepeer-review

    1 Scopus citations
  • Reverse auction-based demand response program: A truthful mutually beneficial mechanism

    Khamesi, A. R. & Silvestri, S., Dec 2020, Proceedings - 2020 IEEE 17th International Conference on Mobile Ad Hoc and Smart Systems, MASS 2020. p. 427-436 10 p. 9356076. (Proceedings - 2020 IEEE 17th International Conference on Mobile Ad Hoc and Smart Systems, MASS 2020).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    8 Scopus citations
  • RotPredictor: Unsupervised Canonical Viewpoint Learning for Point Cloud Classification

    Fang, J., Zhou, D., Song, X., Jin, S., Yang, R. & Zhang, L., Nov 2020, Proceedings - 2020 International Conference on 3D Vision, 3DV 2020. p. 987-996 10 p. 9320323. (Proceedings - 2020 International Conference on 3D Vision, 3DV 2020).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    14 Scopus citations
  • SDRBench: Scientific Data Reduction Benchmark for Lossy Compressors

    Zhao, K., Di, S., Lian, X., Li, S., Tao, D., Bessac, J., Chen, Z. & Cappello, F., Dec 10 2020, Proceedings - 2020 IEEE International Conference on Big Data, Big Data 2020. Wu, X., Jermaine, C., Xiong, L., Hu, X. T., Kotevska, O., Lu, S., Xu, W., Aluru, S., Zhai, C., Al-Masri, E., Chen, Z. & Saltz, J. (eds.). p. 2716-2724 9 p. 9378449. (Proceedings - 2020 IEEE International Conference on Big Data, Big Data 2020).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
    57 Scopus citations
  • Secure authentication and privacy-preserving techniques in Vehicular Ad-hoc NETworks (VANETs)

    Manivannan, D., Moni, S. S. & Zeadally, S., Oct 2020, In: Vehicular Communications. 25, 100247.

    Research output: Contribution to journalReview articlepeer-review

    Open Access
    174 Scopus citations
  • Self-Supervised, Semi-Supervised, Multi-Context Learning for the Combined Classification and Segmentation of Medical Images

    Imran, A. A. Z., Huang, C., Tang, H., Fan, W., Xiao, Y., Hao, D., Qian, Z. & Terzopoulos, D., 2020, AAAI 2020 - 34th AAAI Conference on Artificial Intelligence. p. 13815-13816 2 p. (AAAI 2020 - 34th AAAI Conference on Artificial Intelligence).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    5 Scopus citations