Spectral Bandwidth Recovery of Optical Coherence Tomography Images using Deep Learning. - Timothy T. L. Yu; Da Ma; Jayden Cole; MyeongJin Ju; Mirza Faisal Beg; Marinko V. Sarunic (ISPA, 2021)

NL4Opt Competition: Formulating Optimization Problems Based on Their Natural Language Descriptions. - Rindranirina Ramamonjison; Timothy T. L. Yu; Raymond Li; Haley Li; Giuseppe Carenini; Bissan Ghaddar; Shiqi He; Mahdi Mostajabdaveh; Amin Banitalebi-Dehkordi; Zirui Zhou; Yong Zhang 004 (NeurIPS (Competition and Demos), 2021)

Domain Adaptation via CycleGAN for Retina Segmentation in Optical Coherence Tomography. - Ricky Chen; Timothy T. L. Yu; Gavin Xu; Da Ma; Marinko V. Sarunic; Mirza Faisal Beg (CoRR, 2021)

Augmenting Operations Research with Auto-Formulation of Optimization Models From Problem Descriptions. - Rindra Ramamonjison; Haley Li; Timothy T. L. Yu; Shiqi He; Vishnu Rengan; Amin Banitalebi-Dehkordi; Zirui Zhou; Yong Zhang 004 (EMNLP (Industry Track), 2022)

Clinical explainable differential diagnosis of polypoidal choroidal vasculopathy and age-related macular degeneration using deep learning. - Da Ma; Meenakshi Kumar; Vikas Khetan; Parveen Sen; Muna Bhende; Shuo Chen; Timothy T. L. Yu; Sieun Lee; Eduardo V. Navajas; Joanne A. Matsubara; Myeong Jin Ju; Marinko V. Sarunic; et al. (Comput. Biol. Medicine, 2022)

LaTeX2Solver: a Hierarchical Semantic Parsing of LaTeX Document into Code for an Assistive Optimization Modeling Application. - Rindra Ramamonjison; Timothy T. L. Yu; Linzi Xing; Mahdi Mostajabdaveh; Xiaorui Li; Xiaojin Fu; Xiongwei Han; Yuanzhe Chen; Ren Li; Kun Mao 001; Yong Zhang 004 (ACL (demo), 2023)

Segmentation-guided domain adaptation and data harmonization of multi-device retinal optical coherence tomography using cycle-consistent generative adversarial networks. - Shuo Chen; Da Ma; Sieun Lee; Timothy T. L. Yu; Gavin Xu; Donghuan Lu; Karteek Popuri; Myeong Jin Ju; Marinko V. Sarunic; Mirza Faisal Beg (Comput. Biol. Medicine, 2023)

Optimization modeling and verification from problem specifications using a multi-agent multi-stage LLM framework. - Mahdi Mostajabdaveh; Timothy T. L. Yu; Rindranirina Ramamonjison; Giuseppe Carenini; Zirui Zhou; Yong Zhang 004 (INFOR Inf. Syst. Oper. Res., 2024)

Evaluating LLM Reasoning in the Operations Research Domain with ORQA. - Mahdi Mostajabdaveh; Timothy Tin Long Yu; Samarendra Chandan Bindu Dash; Rindra Ramamonjison; Jabo Serge Byusa; Giuseppe Carenini; Zirui Zhou; Yong Zhang 004 (AAAI, 2025)

SMARTAPS: Tool-augmented LLMs for Operations Management. - Timothy Tin Long Yu; Mahdi Mostajabdaveh; Jabo Serge Byusa; Rindra Ramamonjison; Giuseppe Carenini; Kun Mao 001; Zirui Zhou; Yong Zhang 004 (CoRR, 2025)