College of Liberal Arts and Sciences

2024

ACCELERATED CONVERGENCE OF STOCHASTIC HEAVY BALL METHOD UNDER ANISOTROPIC GRADIENT NOISE

Pan, R., Liu, Y., Wang, X. & Zhang, T., 2024.

Research output: Contribution to conference › Paper › peer-review

A Photonic Resonator Interferometric Scattering Microscope for Label-free Imaging of Bio-nanoparticles in Point-of-use Environments

Liu, L., Tibbs, J., Li, N., Bacon, A., Shepherd, S., Lee, H., Chauhan, N., Demirci, U., Wang, X. & Cunningham, B. T., 2024.

Research output: Contribution to conference › Paper › peer-review

C-TPT: CALIBRATED TEST-TIME PROMPT TUNING FOR VISION-LANGUAGE MODELS VIA TEXT FEATURE DISPERSION

Yoon, H. S., Yoon, E., Tee, J. T. J., Hasegawa-Johnson, M., Li, Y. & Yoo, C. D., 2024.

Research output: Contribution to conference › Paper › peer-review

GRAPHCARE: ENHANCING HEALTHCARE PREDICTIONS WITH PERSONALIZED KNOWLEDGE GRAPHS

Jiang, P., Xiao, C., Cross, A. & Sun, J., 2024.

Research output: Contribution to conference › Paper › peer-review

Label-free Imaging with Photonic Crystal Surface for Hematopoietic Stem Cell Differentiation

Zhuo, Y., Choi, J. S., Marin, T., Yu, H., Harley, B. A. & Cunningham, B. T., 2024.

Research output: Contribution to conference › Paper › peer-review

LMFlow: An Extensible Toolkit for Finetuning and Inference of Large Foundation Models

Diao, S., Pan, R., Dong, H., Shum, K. S., Zhang, J., Xiong, W. & Zhang, T., 2024, p. 116-127. 12 p.

Research output: Contribution to conference › Paper › peer-review

MAKING PRE-TRAINED LANGUAGE MODELS GREAT ON TABULAR PREDICTION

Yan, J., Zheng, B., Xu, H., Zhu, Y., Chen, D. Z., Sun, J., Wu, J. & Chen, J., 2024.

Research output: Contribution to conference › Paper › peer-review

Morphological imaging of 3D cultured kidney mesangial cells using gradient light interference microscopy

Butola, A., Ghosh, B., Park, J., Kwon, M., De la Cadena, A., Mukherjee, S., Bhargava, R., Boppart, S. A. & Agarwal, K., 2024.

Research output: Contribution to conference › Paper › peer-review

MULTIMODAL PATIENT REPRESENTATION LEARNING WITH MISSING MODALITIES AND LABELS

Wu, Z., Dadu, A., Tustison, N., Avants, B., Nalls, M., Sun, J. & Faghri, F., 2024.

Research output: Contribution to conference › Paper › peer-review

Photonic Crystal-Coupled Enhanced Steering Emission: A Prism-Free, Objective-Free and Metal-Free Lossless Technology for Biosensing

Bhaskar, S., Liu, W., Tibbs, J. & Cunningham, B. T., 2024.

Research output: Contribution to conference › Paper › peer-review

Photonic Crystal Enhanced Fluorescence Emission for Ultrasensitive Biosensing in Liquid Biopsies

Xiong, Y., Barya, P., Zhou, L., Shepherd, S., Liu, S., Akin, L. D., Arogundade, O. H., Canady, T. D., Che, C., Cooper, L., Dwivedy, A., Gupta, R., Huang, Q., Igarashi, A., Lee, H. K., Race, C. M., Song, T., Tibbs, J., Wang, X. & Wang, T. & 6 others, Rong, L., Kohli, M., Smith, A. M., Singamaneni, S., Wang, X. & Cunningham, B. T., 2024.

Research output: Contribution to conference › Paper › peer-review

REVERSE DIFFUSION MONTE CARLO

Huang, X., Dong, H., Hao, Y., Ma, Y. A. & Zhang, T., 2024.

Research output: Contribution to conference › Paper › peer-review

ROBUST MODEL-BASED OPTIMIZATION FOR CHALLENGING FITNESS LANDSCAPES

Ghaffari, S., Saleh, E., Schwing, A. G., Wang, Y. X., Burke, M. D. & Sinha, S., 2024.

Research output: Contribution to conference › Paper › peer-review

SPURIOUS FEATURE DIVERSIFICATION IMPROVES OUT-OF-DISTRIBUTION GENERALIZATION

Lin, Y., Tan, L., Hao, Y., Wong, H. N., Dong, H., Zhang, W., Yang, Y. & Zhang, T., 2024.

Research output: Contribution to conference › Paper › peer-review

STATISTICALLY OPTIMAL K-MEANS CLUSTERING VIA NONNEGATIVE LOW-RANK SEMIDEFINITE PROGRAMMING

Zhuang, Y., Chen, X., Yang, Y. & Zhang, R. Y., 2024.

Research output: Contribution to conference › Paper › peer-review

TREATMENT EFFECTS ESTIMATION BY UNIFORM TRANSFORMER

Yu, R. & Wang, S., 2024.

Research output: Contribution to conference › Paper › peer-review

2023

Assessing the agreement in retraction indexing across 4 multidisciplinary sources: Crossref, Retraction Watch, Scopus, and Web of Science

Schneider, J., Lee, J., Zheng, H. & Salami, M., May 19 2023.

Research output: Contribution to conference › Paper › peer-review

Bioinspired UV-Visible Multispectral Imaging Sensor Enabled by Perovskite Nanocrystal Coating

Chen, C., Wang, Z., Wu, J., Deng, Z., Zhang, T., Zhu, Z., Jin, Y., Lew, B., Srivastava, I., Liang, Z., Nie, S. & Gruev, V., 2023.

Research output: Contribution to conference › Paper › peer-review

DRGCODER: Explainable Clinical Coding for the Early Prediction of Diagnostic-Related Groups

Hajialigol, D., Kaknes, D., Barbour, T., Yao, D., North, C., Sun, J., Liem, D. & Wang, X., 2023, p. 373-380. 8 p.

Research output: Contribution to conference › Paper › peer-review

Open Access

EFFICIENT MODEL UPDATES FOR APPROXIMATE UNLEARNING OF GRAPH-STRUCTURED DATA

Chien, E., Pan, C. & Milenkovic, O., 2023.

Research output: Contribution to conference › Paper › peer-review

MACHINE UNLEARNING OF FEDERATED CLUSTERS

Pan, C., Sima, J., Prakash, S., Rana, V. & Milenkovic, O., 2023.

Research output: Contribution to conference › Paper › peer-review

MANYDG: MANY-DOMAIN GENERALIZATION FOR HEALTHCARE APPLICATIONS

Yang, C., Brandon Westover, M. & Sun, J., 2023.

Research output: Contribution to conference › Paper › peer-review

QUASI-OPTIMAL REINFORCEMENT LEARNING WITH CONTINUOUS ACTIONS

Li, Y., Zhou, W. & Zhu, R., 2023.

Research output: Contribution to conference › Paper › peer-review

REACTION MINER: An Integrated System for Chemical Reaction Extraction from Textual Data

Zhong, M., Ouyang, S., Jiao, Y., Kargupta, P., Luo, L., Shen, Y., Zhou, B., Zhong, X., Liu, X., Li, H., Xiao, J., Jiang, M., Hu, V., Wang, X., Ji, H., Burke, M., Zhao, H. & Han, J., 2023, p. 389-402. 14 p.

Research output: Contribution to conference › Paper › peer-review

Open Access

TAKING A STEP BACK WITH KCAL: MULTI-CLASS KERNEL-BASED CALIBRATION FOR DEEP NEURAL NETWORKS

Lin, Z., Trivedi, S. & Sun, J., 2023.

Research output: Contribution to conference › Paper › peer-review

2022

CHEMICAL-REACTION-AWARE MOLECULE REPRESENTATION LEARNING

Wang, H., Li, W., Jin, X., Cho, K., Ji, H., Han, J. & Burke, M. D., 2022.

Research output: Contribution to conference › Paper › peer-review

DIFFERENTIABLE SCAFFOLDING TREE FOR MOLECULAR OPTIMIZATION

Fu, T., Gao, W., Xiao, C., Yasonik, J., Coley, C. W. & Sun, J., 2022.

Research output: Contribution to conference › Paper › peer-review

Exaggeration of Stimulus Attributes in the Representation of Relational Categories

Du, A. Y., Hummel, J. E. & Petrov, A. A., 2022, p. 3333-3338. 6 p.

Research output: Contribution to conference › Paper › peer-review

Generalization and Transfer Learning in Neural Networks Performing Shape, Size, and Color Classification

Huang, A., Huebner, P. A. & Willits, J. A., 2022, p. 3258-3264. 7 p.

Research output: Contribution to conference › Paper › peer-review

Hermetic Storage Technology to Reduce Postharvest Loss of Paddy: Farmers to Commercial Scale

Alam, M. M., Ali, M. R., Gope, S. N., Awal, M. A. & Winter-Nelson, A. E., 2022.

Research output: Contribution to conference › Paper › peer-review

Informing Design: Exploring Community Use of GPU Resources for NCSA's Delta System: Interview Highlights

Alameda, J., Stirm, C., Bauer, G. H., Boerner, T., Bode, B., Dahan, M., Gropp, W. D., Pierce, M., Yewdall, C., Zentner, M., Bianchi, D., Babbar-Sebens, M., Barton, M., Bell, M., Boufadel, M., Cianfrocco, M., Cleveland, S., Daskiran, C., Fagnan, K. & Fox, G. & 11 others, Garyfallidis, E., Hajjar, J. F., Klimeck, G., Miller, M. A., Perri, M., Roberts, A., Romero, A. H., Song, C., Strachan, A. H., Tadmor, E. B. & Tucker, G., 2022.

Research output: Contribution to conference › Paper › peer-review

Is the learning of artificial phonotactic rules interfered with by the concurrent experience of English?

Hwang, S., Dell, G. S. & Fisher, C. L., 2022, p. 2207-2213. 7 p.

Research output: Contribution to conference › Paper › peer-review

Kinetic Inductance Detector based focal plane arrays for the Terahertz Intensity Mapper

Janssen, R. M. J., Liu, L. J., Nie, R., Bumble, B., Fu, J., Redford, J., Filippini, J. P., Hailey-Dunsheath, S., Bradford, C. M., Aguirre, J. E., Bracks, J. S., Brendal, B., Corso, A. J., Groppi, C. E., Joralmon, D., Keenan, R. P., Lowe, I., Marrone, D. P., Mauskopf, P. D. & Mayer, E. C. & 4 others, Razavimaleki, V., Saeid, T., Trumper, I. & Vieira, J. D., 2022.

Research output: Contribution to conference › Paper › peer-review

Language Model Pre-Training with Sparse Latent Typing

Ren, L., Zhang, Z., Wang, H., Voss, C. R., Zhai, C. & Ji, H., 2022, p. 1480-1494. 15 p.

Research output: Contribution to conference › Paper › peer-review

Open Access

MedCLIP: Contrastive Learning from Unpaired Medical Images and Text

Wang, Z., Wu, Z., Agarwal, D. & Sun, J., 2022, p. 3876-3887. 12 p.

Research output: Contribution to conference › Paper › peer-review

Open Access

NODE FEATURE EXTRACTION BY SELF-SUPERVISED MULTI-SCALE NEIGHBORHOOD PREDICTION

Chien, E., Chang, W. C., Hsieh, C. J., Yu, H. F., Zhang, J., Milenkovic, O. & Dhillon, I. S., 2022.

Research output: Contribution to conference › Paper › peer-review

PAC-BAYES INFORMATION BOTTLENECK

Wang, Z., Huang, S. L., Kuruoglu, E. E., Sun, J., Chen, X. & Zheng, Y., 2022.

Research output: Contribution to conference › Paper › peer-review

Proficiency Development and Smartphone Usage in Study Abroad: Microgenetic Longitudinal Case Studies of French Learners.

Mroz, A. P. & Thrasher, T., Jun 2 2022.

Research output: Contribution to conference › Paper › peer-review

PromptEHR: Conditional Electronic Healthcare Records Generation with Prompt Learning

Wang, Z. & Sun, J., 2022, p. 2873-2885. 13 p.

Research output: Contribution to conference › Paper › peer-review

Open Access

SMSMix: Sense-Maintained Sentence Mixup for Word Sense Disambiguation

Yoon, H. S., Yoon, E., Harvill, J., Yoon, S., Hasegawa-Johnson, M. & Yoo, C. D., 2022, p. 1493-1502. 10 p.

Research output: Contribution to conference › Paper › peer-review

Open Access

The Terahertz Intensity Mapper (TIM): design and development status of a far-infrared balloon for spectroscopic galaxy evolution studies

Groppi, C. E., Janssen, R. M. J., Aguirre, J. E., Bracks, J. S., Bradford, C. M., Brendal, B., Corso, A. J., Filippini, J. P., Fu, J., Hailey-Dunsheath, S., Joralmon, D., Keenan, R. P., Liu, L. J., Lowe, I., Marrone, D. P., Mauskopf, P. D., Mayer, E. C., Nie, R., Razavimaleki, V. & Saeid, T. & 2 others, Trumper, I. & Vieira, J. D., 2022.

Research output: Contribution to conference › Paper › peer-review