A Coarse-to-Fine Face Hallucination Method by Exploiting Facial Prior Knowledge. - Mengyan Li; Yuechuan Sun; Zhaoyu Zhang; Jun Yu 001 (ICIP, 2018)

On the convergence and mode collapse of GAN. - Zhaoyu Zhang; Mengyan Li; Jun Yu 001 (SIGGRAPH Asia Technical Briefs, 2018)

NTIRE 2019 Challenge on Real Image Super-Resolution: Methods and Results. - Jianrui Cai; Shuhang Gu; Radu Timofte; Lei Zhang 006; Xiao Liu 022; Yukang Ding; Dongliang He; Chao Li 034; Yi Fu; Shilei Wen; Ruicheng Feng; Jinjin Gu; et al. (CVPR Workshops, 2019)

D2PGGAN: Two Discriminators Used in Progressive Growing of GANS. - Zhaoyu Zhang; Mengyan Li; Jun Yu 001 (ICASSP, 2019)

Deep Learning Face Hallucination via Attributes Transfer and Enhancement. - Mengyan Li; Yuechuan Sun; Zhaoyu Zhang; Haonian Xie; Jun Yu 001 (ICME, 2019)

Grand Challenge of 106-Point Facial Landmark Localization. - Yinglu Liu; Hao Shen; Yue Si; Xiaobo Wang 001; Xiangyu Zhu 001; Hailin Shi; Zhibin Hong; Hanqi Guo 003; Ziyuan Guo; Yanqin Chen; Bi Li 005; Teng Xi; et al. (ICME Workshops, 2019)

Multi-scale Densely U-Nets Refine Network for Face Alignment. - Jun Yu 001; Haonian Xie; Guochen Xie; Mengyan Li; Zengfu Wang (ICME Workshops, 2019)

Beauty Product Retrieval Based on Regional Maximum Activation of Convolutions with Generalized Attention. - Jun Yu 001; Guochen Xie; Mengyan Li; Haonian Xie; Lingyun Yu 002 (ACM Multimedia, 2019)

Semiparametric regression for measurement error model with heteroscedastic error. - Mengyan Li; Yanyuan Ma; Runze Li 001 (J. Multivar. Anal., 2019)

Retrieval of Family Members Using Siamese Neural Network. - Jun Yu 001; Guochen Xie; Mengyan Li; Xinlong Hao (FG, 2020)

Deep Fusion Siamese Network for Automatic Kinship Verification. - Jun Yu 001; Mengyan Li; Xinlong Hao; Guochen Xie (FG, 2020)

Mobile Centernet for Embedded Deep Learning Object Detection. - Jun Yu 001; Haonian Xie; Mengyan Li; Guochen Xie; Ye Yu; Chang Wen Chen (ICME Workshops, 2020)

Attention Based Beauty Product Retrieval Using Global and Local Descriptors. - Jun Yu 001; Guochen Xie; Mengyan Li; Haonian Xie; Xinlong Hao; Fang Gao 001; Feng Shuang 002 (ACM Multimedia, 2020)

A Deep Learning Approach for Face Hallucination Guided by Facial Boundary Responses. - Mengyan Li; Zhaoyu Zhang; Guochen Xie; Jun Yu 001 (ACM Trans. Multim. Comput. Commun. Appl., 2020)

Multimodal analysis of gene expression from postmortem brains and blood identifies synaptic vesicle trafficking genes to be associated with Parkinson's disease. - Xiaoya Gao; Zifeng Huang; Cailing Feng; Chaohao Guan; Ruidong Li; Haiting Xie; Jian Chen; Mingchun Li; Rongfang Que; Bin Deng; Peihua Cao; Mengyan Li; et al. (Briefings Bioinform., 2021)

Inference in high dimensional linear measurement error models. - Mengyan Li; Runze Li 001; Yanyuan Ma (J. Multivar. Anal., 2021)

Multimodal Inputs Driven Talking Face Generation With Spatial-Temporal Dependency. - Lingyun Yu 002; Jun Yu 001; Mengyan Li; Qiang Ling 001 (IEEE Trans. Circuits Syst. Video Technol., 2021)

Learning Face Image Super-Resolution Through Facial Semantic Attribute Transformation and Self-Attentive Structure Enhancement. - Mengyan Li; Zhaoyu Zhang; Jun Yu 001; Chang Wen Chen (IEEE Trans. Multim., 2021)

Efficient estimation in a partially specified nonignorable propensity score model. - Mengyan Li; Yanyuan Ma; Jiwei Zhao (Comput. Stat. Data Anal., 2022)

TWGAN: Twin Discriminator Generative Adversarial Networks. - Zhaoyu Zhang; Mengyan Li; Haonian Xie; Jun Yu 001; Tongliang Liu; Chang Wen Chen (IEEE Trans. Multim., 2022)

DATE: Domain Adaptive Product Seeker for E-Commerce. - Haoyuan Li 002; Hao Jiang 014; Tao Jin 004; Mengyan Li; Yan Chen; Zhijie Lin 001; Yang Zhao 022; Zhou Zhao 001 (CVPR, 2023)

KF-TMIAF: An Efficient Key-Frames-Based Temporal Modeling of Images and AU Features structure for Masked Facial Expression Recognition. - Huijie Gu; Hanpu Wang; Shiwei He; Mengyan Li; Jianmeng Zhou; Tong Chen (BIBM, 2024)

IBFNet: A Dual Auxiliary Branch Network for Multimodal Hidden Emotion Recognition. - Jianmeng Zhou; Xinyu Liu 007; Shiwei He; Mengyan Li; Huijie Gu; Tong Chen 008 (BIBM, 2024)

Multisource representation learning for pediatric knowledge extraction from electronic health records. - Mengyan Li; Xiaoou Li; Kevin Pan; Alon Geva; Doris Yang; Sara Morini Sweet; Clara-Lea Bonzel; Vidul Ayakulangara Panickan; Xin Xiong; Kenneth D. Mandl; Tianxi Cai (npj Digit. Medicine, 2024)

Weighted Spatiotemporal Feature and Multi-task Learning for Masked Facial Expression Recognition. - Shiwei He; Yingjuan Jia; Hanpu Wang; Xinyu Liu 007; Jianmeng Zhou; Huijie Gu; Mengyan Li; Tong Chen 008 (CVM (1), 2025)

Semi-supervised Clustering Through Representation Learning of Large-scale EHR Data. - Linshanshan Wang; Mengyan Li; Zongqi Xia; Molei Liu; Tianxi Cai (CoRR, 2025)

Self-testing positive operator-valued measures and certifying randomness. - Wenjie Wang; Mengyan Li; Fenzhuo Guo; Yukun Wang; Fei Gao (Quantum Inf. Process., 2025)

A Weakly Supervised Transformer to Support Rare Disease Diagnosis from Electronic Health Records: Methods and Applications in Rare Pulmonary Disease. - Kimberly F. Greco; Zongxin Yang; Mengyan Li; Han Tong; Sara Morini Sweet; Alon Geva; Kenneth D. Mandl; Benjamin A. Raby; Tianxi Cai (CoRR, 2025)