C. Lee Giles

Affiliate Researcher
Titles and Affiliations
David Reese Professor, College of Information Sciences and Technology
Professor, Supply Chain and Information Systems
Professor, Computer Science and Engineering

In the News

Research Keywords

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Projects

Recent Publications

Automating document classification with distant supervision to increase the efficiency of systematic reviews: A case study on identifying studies with HIV impacts on female sex workers

Li, X., Zhang, A., Al-Zaidy, R., Rao, A., Baral, S., Bao, L. & Giles, C. L., Jun 2022, In: PloS one. 17, 6 June, e0270034.

Research output: Contribution to journalArticlepeer-review

Understanding the onset of hot streaks across artistic, cultural, and scientific careers

Liu, L., Dehmamy, N., Chown, J., Giles, C. L. & Wang, D., Dec 1 2021, In: Nature communications. 12, 1, 5392.

Research output: Contribution to journalArticlepeer-review

Understanding and predicting retractions of published work

Modukuri, S. A., Rajtmajer, S., Squicciarini, A. C., Wu, J. & Giles, C. L., 2021, In: CEUR Workshop Proceedings. 2831

Research output: Contribution to journalConference articlepeer-review

Design and analysis of a synthetic prediction market using dynamic convex sets

Nakshatri, N., Menon, A., Giles, C. L., Rajtmajer, S. & Griffin, C., Dec 2021, In: Results in Control and Optimization. 5, 100052.

Research output: Contribution to journalArticlepeer-review

Screenomics: A Framework to Capture and Analyze Personal Life Experiences and the Ways that Technology Shapes Them

Reeves, B., Ram, N., Robinson, T. N., Cummings, J. J., Giles, C. L., Pan, J., Chiatti, A., Cho, M., Roehrick, K., Yang, X., Gagneja, A., Brinberg, M., Muise, D., Lu, Y., Luo, M., Fitzgerald, A. & Yeykelis, L., 2021, In: Human-Computer Interaction. 36, 2, p. 150-201 52 p.

Research output: Contribution to journalArticlepeer-review

Ranked list fusion and re-ranking with pre-trained transformers for ARQMath lab

Rohatgi, S., Wu, J. & Giles, C. L., 2021, In: CEUR Workshop Proceedings. 2936, p. 125-132 8 p.

Research output: Contribution to journalConference articlepeer-review

Deep Learning Can Predict Laboratory Quakes From Active Source Seismic Data

Shokouhi, P., Girkar, V., Rivière, J., Shreedharan, S., Marone, C., Giles, C. L. & Kifer, D., Jun 28 2021, In: Geophysical Research Letters. 48, 12, e2021GL093187.

Research output: Contribution to journalArticlepeer-review

Physics-informed deep learning for prediction of CO2 storage site response

Shokouhi, P., Kumar, V., Prathipati, S., Hosseini, S. A., Giles, C. L. & Kifer, D., Aug 2021, In: Journal of Contaminant Hydrology. 241, 103835.

Research output: Contribution to journalArticlepeer-review

Guest Editorial: Scholarly Big Data

Xia, F., Giles, C. L., Liu, H. & Wang, K., Jan 1 2021, In: IEEE Transactions on Emerging Topics in Computing. 9, 1, p. 200-203 4 p., 9372350.

Research output: Contribution to journalEditorialpeer-review

An entropy metric for regular grammar classification and learning with recurrent neural networks

Zhang, K., Wang, Q. & Giles, C. L., Feb 2021, In: Entropy. 23, 1, p. 1-19 19 p., 127.

Research output: Contribution to journalArticlepeer-review

Continual Learning of Recurrent Neural Networks by Locally Aligning Distributed Representations

Ororbia, A., Mali, A., Lee Giles, C. & Kifer, D., Oct 2020, In: IEEE Transactions on Neural Networks and Learning Systems. 31, 10, p. 4267-4278 12 p., 8963851.

Research output: Contribution to journalArticlepeer-review

PSU at CLEF-2020 ARQMath Track: Unsupervised Re-ranking using Pretraining

Rohatgi, S., Wu, J. & Giles, C. L., 2020, In: CEUR Workshop Proceedings. 2696

Research output: Contribution to journalConference articlepeer-review

Shapley Homology: Topological Analysis of Sample Influence for Neural Networks

Zhang, K., Wang, Q., Liu, X. & Giles, C. L., Jul 1 2020, In: Neural computation. 32, 7, p. 1355-1378 24 p.

Research output: Contribution to journalArticlepeer-review

Sec-lib: Protecting scholarly digital libraries from infected papers using active machine learning framework

Nissim, N., Cohen, A., Wu, J., Lanzi, A., Rokach, L., Elovici, Y. & Giles, L., 2019, In: IEEE Access. 7, p. 110050-110073 24 p., 8788686.

Research output: Contribution to journalArticlepeer-review

BBookX: Creating semi-automated textbooks to support student learning and decrease student costs

Pursel, B., Ramsay, C., Dave, N., Liang, C. & Lee Giles, C., 2019, In: CEUR Workshop Proceedings. 2384, p. 81-87 7 p.

Research output: Contribution to journalConference articlepeer-review