Phase Insensitive High Order Mode Pass Filter with Low Reflection for Two-Mode Division Multiplexing. - Min Teng; Yun Jo Lee; Abdullah Al Noman; Yi Xuan; Ziyun Kong; Yingheng Tang; Minghao Qi (OFC, 2019)

Learning To Find Good Correspondences Of Multiple Objects. - Youye Xie; Yingheng Tang; Gongguo Tang; William A. Hoff (ICPR, 2020)

Deep Neural Networks for Designing Integrated Photonics. - Keisuke Kojima; Mohammad H. Tahersima; Toshiaki Koike-Akino; Devesh K. Jha; Yingheng Tang; Ye Wang 001; Kieran Parsons; Fengqiao Sang; Jonathan Klamkin (OFC, 2020)

Generative Deep Learning Model for a Multi-Level Nano-Optic Broadband Power Splitter. - Yingheng Tang; Keisuke Kojima; Toshiaki Koike-Akino; Ye Wang 001; Pengxiang Wu; Mohammad H. Tahersima; Devesh K. Jha; Kieran Parsons; Minghao Qi (OFC, 2020)

Physics-aware Complex-valued Adversarial Machine Learning in Reconfigurable Diffractive All-optical Neural Network. - Ruiyang Chen; Yingjie Li; Minhan Lou; Jichao Fan; Yingheng Tang; Berardi Sensale Rodriguez; Cunxi Yu; Weilu Gao (CoRR, 2022)

Device-system Co-design of Photonic Neuromorphic Processor using Reinforcement Learning. - Yingheng Tang; Princess Tara Zamani; Ruiyang Chen; Jianzhu Ma; Minghao Qi; Cunxi Yu; Weilu Gao (CoRR, 2022)

Perfectly Perform Machine Learning Task with Imperfect Optical Hardware Accelerator. - Jichao Fan; Yingheng Tang; Weilu Gao (CoRR, 2022)

Physics-informed recurrent neural network for time dynamics in optical resonances. - Yingheng Tang; Jichao Fan; Xinwei Li; Jianzhu Ma; Minghao Qi; Cunxi Yu; Weilu Gao (Nat. Comput. Sci., 2022)

Universal Approach for Calibrating Large-Scale Electronic and Photonic Crossbar Arrays. - Jichao Fan; Yingheng Tang; Weilu Gao (Adv. Intell. Syst., 2023)

Scientific Computing with Diffractive Optical Neural Networks. - Ruiyang Chen; Yingheng Tang; Jianzhu Ma; Weilu Gao (Adv. Intell. Syst., 2023)

MatterChat: A Multi-Modal LLM for Material Science. - Yingheng Tang; Wenbin Xu; Jie Cao 010; Jianzhu Ma; Weilu Gao; Steve Farrell; N. Benjamin Erichson; Michael W. Mahoney; Andy Nonaka; Zhi Yao (CoRR, 2025)