2026
Inference Time Optimization with Confidence Dynamics
Yu Wang, Minghao Liu, Jiayun Wang, Jinrui Huang, Ankit Shah, Wei Wei
ICML, 2026
Resolution-Agnostic Neural Operators for Multi-Rate Sparse-View CT
Aujasvit Datta*, Jiayun Wang*, Asad Aali, Anima Anandkumar
ECCV, 2026
Memex (RL): Scaling Long-Horizon LLM Agents via Indexed Experience Memory
Zhenting Wang, Huancheng Chen, Jiayun Wang, Wei Wei
arXiv preprint, 2026
Reward-Free Evolving Agents via Pairwise Validator
Minghao Liu, Yu Wang, Jiayun Wang, Wei Wei
arXiv preprint, 2026
UniVL: Unified Vision-Language Embedding for Spatially Grounded Contextual Image Generation
Jiayun Wang, Yu Wang, Weijie Gan, Zhenting Wang, Wei Wei
arXiv preprint, 2026
2025
A Unified Model for Compressed Sensing MRI Across Undersampling Patterns
Armeet Jatyani*, Jiayun Wang*, Aditi Chandrashekar, Zihui Wu, Miguel Liu-Schiaffini, Bahareh Tolooshams, Anima Anandkumar
CVPR, 2025
Artificial Intelligence Models Utilize Lifestyle Factors to Predict Dry Eye Related Outcomes
Andrew D. Graham, Jiayun Wang, Tejasvi Kothapalli, Jennifer E. Ding, Helen Tasho, Alisa Molina, Vivien Tse, Sarah M. Chang, Stella X. Yu, Meng C. Lin
Scientific Reports, 2025
Flow-Guided Neural Operator for Self-Supervised Learning on Time Series Data
Duy Nguyen*, Jiayun Wang*, Jiachen Yao*, Julius Berner, Anima Anandkumar
TMLR, 2025
Open Vocabulary Monocular 3D Object Detection
Jin Yao, Hao Gu, Xuweiyi Chen, Jiayun Wang, Zezhou Cheng
3DV, 2025
Accelerating 3D Photoacoustic Computed Tomography with End-to-End Physics-Aware Neural Operators
Jiayun Wang, Yousuf Aborahama, Arya Khokhar, Yang Zhang, Chuwei Wang, Karteekeya Sastry, Julius Berner, Yilin Luo, Boris Bonev, Zongyi Li, Kamyar Azizzadenesheli, Lihong V. Wang, Anima Anandkumar
arXiv preprint, 2025
Beyond Closure Models: Learning Chaotic-Systems via Physics-Informed Neural Operators
Chuwei Wang, Julius Berner, Zongyi Li, Di Zhou, Jiayun Wang, Jane Bae, Anima Anandkumar
arXiv preprint, 2025
Ultrasound Lung Aeration Map via Physics-Aware Neural Operators
Jiayun Wang, Oleksii Ostras, Masashi Sode, Bahareh Tolooshams, Zongyi Li, Kamyar Azizzadenesheli, Giammarco Pinton, Anima Anandkumar
arXiv preprint, 2025
Variable Sampling for Fast and Efficient Functional Ultrasound Imaging using Neural Operators
Bahareh Tolooshams, Lydia Lin, Thierri Callier, Jiayun Wang, Sanvi Pal, Aditi Chandrashekar, Claire M. Rabut, Sumner Norman, Kamyar Azizzadenesheli, Mikhail G. Shapiro, Charles Liu, Richard A. Andersen, Anima Anandkumar
bioRxiv preprint, 2025
2024
A Machine Learning Approach to Predicting Dry Eye-Related Signs, Symptoms and Diagnoses
Andrew D Graham, Tejasvi Kothapalli, Jiayun Wang, Jennifer Ding, Vivien Tse, Penny Asbell, Stella Yu, Meng C Lin
Heliyon, 2024
Insight: A Multi-Modal Diagnostic Pipeline using LLMs for Ocular Surface Disease Diagnosis
Chun-Hsiao Yeh, Jiayun Wang, Andrew D. Graham, Andrea J. Liu, Bo Tan, Yubei Chen, Yi Ma, Meng C. Lin
MICCAI, 2024
Multi-Modal Self-Supervised Learning for Surgical Feedback Effectiveness Assessment
Arushi Gupta, Rafal Kocielnik, Jiayun Wang, Firdavs Nasriddinov, Cherine Yang, Elyssa Wong, Anima Anandkumar, Andrew J Hung
ML4H, 2024 · Best Paper
Pose-Aware Self-Supervised Learning with Viewpoint Trajectory Regularization
Jiayun Wang, Yubei Chen, Stella Yu
ECCV, 2024 · Oral
2023
Compact and Optimal Deep Learning with Recurrent Parameter Generators
Jiayun Wang, Yubei Chen, Stella Yu, Brian Cheung, Yann LeCun
WACV, 2023
Deep Multimodal Fusion for Surgical Feedback Classification
Rafal Kocielnik, Elyssa Y Wong, Timothy N Chu, Lydia Lin, De-An Huang, Jiayun Wang, Anima Anandkumar, Andrew J Hung
ML4H, 2023 · Best Paper
Human Reposing and Virtual Try-On from Multi-View Images
Jiayun Wang, Amin Kheradmand, Himanshu Arora
US Patent, 2023
2022
3D Shape Reconstruction from Free-Hand Sketches
Jiayun Wang, Jierui Lin, Qian Yu, Runtao Liu, Yubei Chen, Stella Yu
DIRA @ ECCV, 2022 · Spotlight
Open Long-Tailed Recognition in a Dynamic World
Ziwei Liu, Zhongqi Miao, Xiaohang Zhan, Jiayun Wang, Boqing Gong, Stella Yu
IEEE TPAMI, 2022
Predicting Demographics from Meibography Using Deep Learning
Jiayun Wang, Andrew D Graham, Stella Yu, Meng C Lin
Scientific Reports, 2022
Tracking the Dynamics of the Tear Film Lipid Layer
Tejasvi Kothapalli, Charlie Shou, Jennifer Ding, Jiayun Wang, Andrew D Graham, Tatyana Svitova, Stella Yu, Meng C Lin
MI @ NeurIPS, 2022
Unsupervised Scene Sketch to Photo Synthesis
Jiayun Wang, Sangryul Jeon, Stella Yu, Xi Zhang, Himanshu Arora, Yu Lou
ECCV, 2022
2021
Quantifying meibomian gland morphology using artificial intelligence
Jiayun Wang, Shixuan Li, Thao N Yeh, Rudrasis Chakraborty, Andrew D Graham, Stella Yu, Meng C Lin
Optometry and Vision Science, 2021
2020
Orthogonal Convolutional Neural Networks
Jiayun Wang, Yubei Chen, Rudrasis Chakraborty, Stella Yu
CVPR, 2020
2019
A Deep Learning Approach for Meibomian Gland Atrophy Evaluation in Meibography Images
Jiayun Wang, Thao N Yeh, Rudrasis Chakraborty, Stella Yu, Meng C Lin
Translational Vision Science & Technology, 2019
Insights and Approaches Using Deep Learning to Classify Wildlife
Zhongqi Miao, Kaitlyn M Gaynor, Jiayun Wang, Ziwei Liu, Oliver Muellerklein, Mohammad Sadegh Norouzzadeh, Alex McInturff, Rauri CK Bowie, Ran Nathan, Stella Yu, et al.
Scientific Reports, 2019
Large-Scale Long-Tailed Recognition in an Open World
Ziwei Liu, Zhongqi Miao, Xiaohang Zhan, Jiayun Wang, Boqing Gong, Stella Yu
CVPR, 2019 · Oral
Sur-Real: Frechet Mean and Distance Transform for Complex-Valued Deep Learning
Rudrasis Chakraborty, Jiayun Wang, Stella Yu
PBVS @ CVPR, 2019 · Best Paper
2018
Deep Ranking Model by Large Adaptive Margin Learning for Person Re-Identification
Jiayun Wang, Sanping Zhou, Jinjun Wang, Qiqi Hou
Pattern Recognition, 2018
2017
Point to Set Similarity Based Deep Feature Learning for Person Re-Identification
Sanping Zhou, Jinjun Wang, Jiayun Wang, Yihong Gong, Nanning Zheng
CVPR, 2017
Successive Embedding and Classification loss for Aerial Image Classification
Jiayun Wang, Patrick Virtue, Stella Yu
arXiv preprint, 2017
* Equal contribution.