College of Computing

2024

A Case for In-Memory Random Scatter-Gather for Fast Graph Processing

Shin, C., Kwon, T., Song, J., Ju, J. H., Liu, F., Choi, Y. & Lee, J., 2024 Jan 1, In: IEEE Computer Architecture Letters. 23, 1, p. 73-77 5 p.

Research output: Contribution to journal › Article › peer-review

Adaptable DNA Storage Coding: An Efficient Framework for Homopolymer Constraint Transitions

Gao, Y. & No, A., 2024, In: IEEE Access. 12, p. 9976-9983 8 p.

Research output: Contribution to journal › Article › peer-review

Open Access

Adaptive cloud resource allocation for large-scale crowdsourced multimedia live streaming services

Kim, J. H., Kim, S. H., Bak, C. D. & Han, S. J., 2024 Jun, In: Cluster Computing. 27, 3, p. 3233-3257 25 p.

Research output: Contribution to journal › Article › peer-review

AdoB: Bridging Benign and Byzantine Consensus with Atomic Distributed Objects

Honoré, W., Qiu, L., Kim, Y., Shin, J. Y., Kim, J. & Shao, Z., 2024 Apr 29, In: Proceedings of the ACM on Programming Languages. 8, OOPSLA1, 109.

Research output: Contribution to journal › Article › peer-review

Open Access

1 Citation (Scopus)

Advancing COVID-19 poverty estimation with satellite imagery-based deep learning techniques: a systematic review

Mishra, S., Satapathy, S. K., Cho, S. B., Mohanty, S. N., Sah, S. & Sharma, S., 2024 Oct, In: Spatial Information Research. 32, 5, p. 583-592 10 p.

Research output: Contribution to journal › Article › peer-review

1 Citation (Scopus)

An evolutionary functional link artificial neural network for assessment of compressive strength of concrete structures

Chandra Nayak, S., Dehuri, S. & Cho, S. B., 2024 Mar, In: Ain Shams Engineering Journal. 15, 3, 102462.

Research output: Contribution to journal › Article › peer-review

Open Access

1 Citation (Scopus)

Artificial Intelligence-Based Diagnostic Support System for Patent Ductus Arteriosus in Premature Infants

Park, S., Moon, J., Eun, H., Hong, J. H. & Lee, K., 2024 Apr, In: Journal of Clinical Medicine. 13, 7, 2089.

Research output: Contribution to journal › Article › peer-review

Open Access

1 Citation (Scopus)

Automatically Discovering Novel Visual Categories with Adaptive Prototype Learning

Zhang, L., Qi, L., Yang, X., Qiao, H., Yang, M. H. & Liu, Z., 2024 Apr 1, In: IEEE transactions on pattern analysis and machine intelligence. 46, 4, p. 2533-2544 12 p.

Research output: Contribution to journal › Article › peer-review

Burst Image Restoration and Enhancement

Dudhane, A., Zamir, S. W., Khan, S., Khan, F. S. & Yang, M. H., 2024, (Accepted/In press) In: IEEE transactions on pattern analysis and machine intelligence. p. 1-14 14 p.

Research output: Contribution to journal › Article › peer-review

Open Access

2 Citations (Scopus)

Cloning-based virtual machine pre-provisioning for resource-constrained edge cloud server

Sung, J., Han, S. J. & Kim, J. W., 2024 Apr, In: Cluster Computing. 27, 2, p. 1831-1847 17 p.

Research output: Contribution to journal › Article › peer-review

3 Citations (Scopus)

Consistency-Aware Anchor Pyramid Network for Crowd Localization

Liu, X., Li, G., Qi, Y., Han, Z., Hengel, A. V. D., Sebe, N., Yang, M. H. & Huang, Q., 2024, (Accepted/In press) In: IEEE transactions on pattern analysis and machine intelligence. p. 1-15 15 p.

Research output: Contribution to journal › Article › peer-review

Cooperative Federated Learning Over Ground-to-Satellite Integrated Networks: Joint Local Computation and Data Offloading

Han, D. J., Hosseinalipour, S., Love, D. J., Chiang, M. & Brinton, C. G., 2024 May 1, In: IEEE Journal on Selected Areas in Communications. 42, 5, p. 1080-1096 17 p.

Research output: Contribution to journal › Article › peer-review

Open Access

7 Citations (Scopus)

Correcting Optical Aberration via Depth-Aware Point Spread Functions

Luo, J., Nie, Y., Ren, W., Cao, X. & Yang, M. H., 2024, In: IEEE transactions on pattern analysis and machine intelligence. 46, 8, p. 5541-5555 15 p.

Research output: Contribution to journal › Article › peer-review

2 Citations (Scopus)

Databiting: Lightweight, Transient, and Insight Rich Exploration of Personal Data

Rey, B., Lee, B., Choe, E. K. & Irani, P., 2024 Mar 1, In: IEEE Computer Graphics and Applications. 44, 2, p. 65-72 8 p.

Research output: Contribution to journal › Article › peer-review

2 Citations (Scopus)

Data Formulator: AI-Powered Concept-Driven Visualization Authoring

Wang, C., Thompson, J. & Lee, B., 2024 Jan 1, In: IEEE Transactions on Visualization and Computer Graphics. 30, 1, p. 1128-1138 11 p.

Research output: Contribution to journal › Article › peer-review

Open Access

6 Citations (Scopus)

Department: Applications Is Less More Rendering for Esports

Watson, B., Spjut, J., Kim, J., Lee, B., Yoo, M., Shirley, P., Raymond, R. & Potel, M., 2024 Mar 1, In: IEEE Computer Graphics and Applications. 44, 2, p. 110-116 7 p.

Research output: Contribution to journal › Article › peer-review

Dialogue act-based partner persona extraction for consistent personalized response generation

Lee, K., Lee, C., Kim, D. & Lee, K. H., 2024 Nov 15, In: Expert Systems with Applications. 254, 124380.

Research output: Contribution to journal › Article › peer-review

Diffusion Models: A Comprehensive Survey of Methods and Applications

Yang, L., Zhang, Z., Song, Y., Hong, S., Xu, R., Zhao, Y., Zhang, W., Cui, B. & Yang, M. H., 2024 Apr 30, In: ACM Computing Surveys. 56, 4, 105.

Research output: Contribution to journal › Article › peer-review

Open Access

285 Citations (Scopus)

Discovering an inference recipe for weakly-supervised object localization

Lee, S., Mun, C., Uh, Y., Choe, J. & Byun, H., 2024 Dec, In: Pattern Recognition. 156, 110838.

Research output: Contribution to journal › Article › peer-review

Disentangled Prototypical Convolutional Network for Few-Shot Learning in In-Vehicle Noise Classification

Inho Kee, R., Nam, D., Buu, S. J. & Cho, S. B., 2024, In: IEEE Access. 12, p. 66801-66808 8 p.

Research output: Contribution to journal › Article › peer-review

Open Access

2 Citations (Scopus)

Elitist-opposition-based artificial electric field algorithm for higher-order neural network optimization and financial time series forecasting

Nayak, S. C., Dehuri, S. & Cho, S. B., 2024 Dec, In: Financial Innovation. 10, 1, 5.

Research output: Contribution to journal › Article › peer-review

Open Access

2 Citations (Scopus)

Enhancing Road Safety and Cybersecurity in Traffic Management Systems: Leveraging the Potential of Reinforcement Learning

Agarwal, I., Singh, A., Agarwal, A., Mishra, S., Satapathy, S. K., Cho, S. B., Prusty, M. R. & Mohanty, S. N., 2024, In: IEEE Access. 12, p. 9963-9975 13 p.

Research output: Contribution to journal › Article › peer-review

Open Access

5 Citations (Scopus)

Estimation of compressive strength of concrete cement using random vector functional link networks: a case study

Nayak, S. C., Das, S., Misra, B. B. & Cho, S. B., 2024 Aug, In: Soft Computing. 28, 15-16, p. 8641-8656 16 p.

Research output: Contribution to journal › Article › peer-review

Open Access

Expediting Prediction Accuracy with Exploration and Incorporation of Virtual Data

Nayak, S. C., Dehuri, S. & Cho, S. B., 2024 Jun, In: SN Computer Science. 5, 5, 545.

Research output: Contribution to journal › Article › peer-review

Exploring Implicit Biological Heterogeneity in ASD Diagnosis Using a Multi-Head Attention Graph Neural Network

Moon, H. J. & Cho, S. B., 2024 Jul, In: Journal of Integrative Neuroscience. 23, 7, 135.

Research output: Contribution to journal › Article › peer-review

Open Access

Fast Ultra High-Definition Video Deblurring via Multi-scale Separable Network

Ren, W., Deng, S., Zhang, K., Song, F., Cao, X. & Yang, M. H., 2024 May, In: International Journal of Computer Vision. 132, 5, p. 1817-1834 18 p.

Research output: Contribution to journal › Article › peer-review

Federated Split Learning with Joint Personalization-Generalization for Inference-Stage Optimization in Wireless Edge Networks

Han, D. J., Kim, D. Y., Choi, M., Nickel, D., Moon, J., Chiang, M. & Brinton, C. G., 2024 Jun 1, In: IEEE Transactions on Mobile Computing. 23, 6, p. 7048-7065 18 p.

Research output: Contribution to journal › Article › peer-review

4 Citations (Scopus)

FlowNAS: Neural Architecture Search for Optical Flow Estimation

Lin, Z., Liang, T., Xiao, T., Wang, Y. & Yang, M. H., 2024 Apr, In: International Journal of Computer Vision. 132, 4, p. 1055-1074 20 p.

Research output: Contribution to journal › Article › peer-review

1 Citation (Scopus)

F-RDW: Redirected Walking With Forecasting Future Position

Jeon, S. B., Jung, J., Park, J. & Lee, I. K., 2024, (Accepted/In press) In: IEEE Transactions on Visualization and Computer Graphics. p. 1-15 15 p.

Research output: Contribution to journal › Article › peer-review

Open Access

1 Citation (Scopus)

Gem5-AVX: Extension of the Gem5 Simulator to Support AVX Instruction Sets

Lee, S., Kim, Y., Nam, D. & Kim, J., 2024, In: IEEE Access. 12, p. 20767-20778 12 p.

Research output: Contribution to journal › Article › peer-review

Open Access

Generic Soft Error Data and Control Flow Error Detection by Instruction Duplication

Didehban, M., So, H., Gali, P., Shrivastava, A. & Lee, K., 2024 Jan 1, In: IEEE Transactions on Dependable and Secure Computing. 21, 1, p. 78-92 15 p., 3245842.

Research output: Contribution to journal › Article › peer-review

5 Citations (Scopus)

Hamiltonian variational ansatz without barren plateaus

Park, C. Y. & Killoran, N., 2024, In: Quantum. 8

Research output: Contribution to journal › Article › peer-review

Open Access

10 Citations (Scopus)

HarvAR: Mobile Augmented-Reality-Assisted Photovoltaic Energy-Harvesting Sensor Management

Kim, D., Ahn, J., Kim, J., Ha, R. & Cha, H., 2024, In: IEEE Internet of Things Journal. 11, 17, p. 28591-28604 14 p.

Research output: Contribution to journal › Article › peer-review

Identify, Adapt, Persist: The Journey of Blind Individuals with Personal Health Technologies

Lee, J. G. W., Lee, B., Choi, S., Seo, J. Y. & Choe, E. K., 2024 May 15, In: Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies. 8, 2, 51.

Research output: Contribution to journal › Article › peer-review

Open Access

Improving Low-Latency Predictions in Multi-Exit Neural Networks via Block-Dependent Losses

Han, D. J., Park, J., Ham, S., Lee, N. & Moon, J., 2024, In: IEEE Transactions on Neural Networks and Learning Systems. 35, 11, p. 16927-16935 9 p.

Research output: Contribution to journal › Article › peer-review

2 Citations (Scopus)

Incentive-Aware Partitioning and Offloading Scheme for Inference Services in Edge Computing

Kim, T. Y., Kim, C. K., Lee, S. S. & Lee, S. K., 2024, In: IEEE Transactions on Services Computing. 17, 4, p. 1580-1592 13 p.

Research output: Contribution to journal › Article › peer-review

IoT data dissemination scheme for reducing delay in multi-broker environments

Cho, A., Kim, T. Y., Kim, C. K., Choi, S. & Lee, S. K., 2024 Apr, In: Internet of Things (Netherlands). 25, 101025.

Research output: Contribution to journal › Article › peer-review

3 Citations (Scopus)

ISP Agent: A Generalized In-storage-processing Workload Offloading Framework by Providing Multiple Optimization Opportunities

Kang, S., Kim, J., Lee, G., Lee, J., Seo, J., Jung, H., Song, Y. H. & Park, Y., 2024 Jan 19, In: ACM Transactions on Architecture and Code Optimization. 21, 1, 11.

Research output: Contribution to journal › Article › peer-review

Open Access

1 Citation (Scopus)

K2vTune: A workload-aware configuration tuning for RocksDB

Lee, J., Seo, S., Choi, J. & Park, S., 2024 Jan, In: Information Processing and Management. 61, 1, 103567.

Research output: Contribution to journal › Article › peer-review

2 Citations (Scopus)

Learning Disentangled Representation for One-Shot Progressive Face Swapping

Li, Q., Wang, W., Xu, C., Sun, Z. & Yang, M. H., 2024, In: IEEE transactions on pattern analysis and machine intelligence. 46, 12, p. 8348-8364 17 p.

Research output: Contribution to journal › Article › peer-review

Open Access

4 Citations (Scopus)

Learning Hierarchical Modular Networks for Video Captioning

Li, G., Ye, H., Qi, Y., Wang, S., Qing, L., Huang, Q. & Yang, M. H., 2024 Feb 1, In: IEEE transactions on pattern analysis and machine intelligence. 46, 2, p. 1049-1064 16 p.

Research output: Contribution to journal › Article › peer-review

6 Citations (Scopus)

LiDO: Linearizable Byzantine Distributed Objects with Refinement-Based Liveness Proofs

Qiu, L., Kim, Y., Shin, J. Y., Kim, J., Honoré, W. & Shao, Z., 2024 Jun 20, In: Proceedings of the ACM on Programming Languages. 8, p. 1140-1164 25 p.

Research output: Contribution to journal › Article › peer-review

Open Access

Locomotion Techniques for Dynamic Environments: Effects on Spatial Knowledge and User Experiences

Kim, H., Jeon, S. B. & Lee, I. K., 2024 May 1, In: IEEE Transactions on Visualization and Computer Graphics. 30, 5, p. 2184-2194 11 p.

Research output: Contribution to journal › Article › peer-review

1 Citation (Scopus)

MARR: A Multi-Agent Reinforcement Resetter for Redirected Walking

Lee, H. J., Jeon, S. B., Cho, Y. H. & Lee, I. K., 2024, (Accepted/In press) In: IEEE Transactions on Visualization and Computer Graphics. p. 1-13 13 p.

Research output: Contribution to journal › Article › peer-review

Open Access

1 Citation (Scopus)

MC-Blur: A Comprehensive Benchmark for Image Deblurring

Zhang, K., Wang, T., Luo, W., Ren, W., Stenger, B., Liu, W., Li, H. & Yang, M. H., 2024 May 1, In: IEEE Transactions on Circuits and Systems for Video Technology. 34, 5, p. 3755-3767 13 p.

Research output: Contribution to journal › Article › peer-review

Open Access