Development and Evaluation of a Deep Neural Network for Histologic Classification of Renal Cell Carcinoma on Biopsy and Surgical Resection Slides. - Mengdan Zhu; Bing Ren; Ryland Richards; Matthew A. Suriawinata; Naofumi Tomita; Saeed Hassanpour (CoRR, 2020)

DUE: Dynamic Uncertainty-Aware Explanation Supervision via 3D Imputation. - Qilong Zhao; Yifei Zhang 006; Mengdan Zhu; Siyi Gu; Yuyang Gao; Xiaofeng Yang 005; Liang Zhao 002 (KDD, 2024)

Beyond Efficiency: A Systematic Survey of Resource-Efficient Large Language Models. - Guangji Bai; Zheng Chai; Chen Ling 003; Shiyu Wang 002; Jiaying Lu 001; Nan Zhang; Tingwei Shi; Ziyang Yu; Mengdan Zhu; Yifei Zhang 006; Carl Yang 001; Yue Cheng 001; et al. (CoRR, 2024)

Explaining latent representations of generative models with large multimodal models. - Mengdan Zhu; Zhenke Liu; Bo Pan; Abhinav Angirekula; Liang Zhao 002 (CoRR, 2024)

LatentExplainer: Explaining Latent Representations in Deep Generative Models with Multi-modal Foundation Models. - Mengdan Zhu; Raasikh Kanjiani; Jiahui Lu; Andrew Choi; Qirui Ye; Liang Zhao 002 (CoRR, 2024)

Cross-modal RAG: Sub-dimensional Retrieval-Augmented Text-to-Image Generation. - Mengdan Zhu; Senhao Cheng; Guangji Bai; Yifei Zhang 006; Liang Zhao 002 (CoRR, 2025)