Mengdan Zhu

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 6

Top Topics

Latent Structure

Discriminative Learning Framework

Top Venues

Publications

Guangji Bai, Zheng Chai, Chen Ling, Shiyu Wang, Jiaying Lu, Nan Zhang, Tingwei Shi, Ziyang Yu, Mengdan Zhu, Yifei Zhang, Carl J. Yang, Yue Cheng, Liang Zhao
Beyond Efficiency: A Systematic Survey of Resource-Efficient Large Language Models. CoRR (2024)
Qilong Zhao, Yifei Zhang, Mengdan Zhu, Siyi Gu, Yuyang Gao, Xiaofeng Yang, Liang Zhao
DUE: Dynamic Uncertainty-Aware Explanation Supervision via 3D Imputation. CoRR (2024)
Mengdan Zhu, Raasikh Kanjiani, Jiahui Lu, Andrew Choi, Qirui Ye, Liang Zhao
LatentExplainer: Explaining Latent Representations in Deep Generative Models with Multi-modal Foundation Models. CoRR (2024)
Qilong Zhao, Yifei Zhang, Mengdan Zhu, Siyi Gu, Yuyang Gao, Xiaofeng Yang, Liang Zhao
DUE: Dynamic Uncertainty-Aware Explanation Supervision via 3D Imputation. KDD (2024)
Mengdan Zhu, Zhenke Liu, Bo Pan, Abhinav Angirekula, Liang Zhao
Explaining latent representations of generative models with large multimodal models. CoRR (2024)
Mengdan Zhu, Bing Ren, Ryland Richards, Matthew A. Suriawinata, Naofumi Tomita, Saeed Hassanpour
Development and Evaluation of a Deep Neural Network for Histologic Classification of Renal Cell Carcinoma on Biopsy and Surgical Resection Slides. CoRR (2020)