Zhihong Chen
The first name is pronounced as /tsi hung/. I'm more than happy to accept any approximation, so please feel free to use your favorite variants/surrogates!
PostdocEmail : zhihongc AT stanford DOT edu .Github , Google Scholar
About
Hi, I received my Ph.D. from The Chinese University of Hong Kong, Shenzhen, where I was supervised jointly by Xiang Wan, Tsung-Hui Chang, and Guanbin Li and also worked closely with Benyou Wang. Before that, I finished my B.Eng. degree from Sun Yat-sen University in 2019. My research lies at the intersection of vision+language and large language models . I am always open to collaboration. Feel free to drop me an e-mail. :-)
Projects
LLM Zoo: democratizing ChatGPT[Website]
Publications
Survey
Large Language Models
HuatuoGPT, Towards Taming Language Model to Be a Doctor Zhihong Chen , Jianquan Li, Guiming Chen, Xiangbo Wu, Zhiyi Zhang, Qingying Xiao, Xiang Wan, Benyou Wang, Haizhou Li
Vision-Language (Representation Learning / Foundation Models)
Towards Unifying Medical Vision-and-Language Pre-training via Soft Prompts Zhihong Chen *, Shizhe Diao*, Benyou Wang, Guanbin Li and Xiang WanAlign, Reason and Learn: Enhancing Medical Vision-and-Language Pre-training with Knowledge Zhihong Chen , Guanbin Li and Xiang WanMapping medical image-text to a joint space via masked modeling Zhihong Chen , Yuhao Du, Jinpeng Hu, Yang Liu, Guanbin Li, Xiang Wan and Tsung-Hui ChangMulti-Modal Masked Autoencoders for Medical Vision-and-Language Pre-Training Zhihong Chen , Yuhao Du, Jinpeng Hu, Yang Liu, Guanbin Li, Xiang Wan and Tsung-Hui Chang
Vision-Language (Task-specific Modeling)
Toward expanding the scope of radiology report summarization to multiple anatomies and modalities Zhihong Chen *, Maya Varma*, Xiang Wan, Curtis P. Langlotz and Jean-Benoit Delbrouck*Improving Radiology Summarization with Radiograph and Anatomy Prompts Zhihong Chen , Yang Liu, Xiang Wan, and Tsung-Hui ChangCross-modal Memory Networks for Radiology Report Generation Zhihong Chen , Yaling Shen, Yan Song and Xiang WanGenerating Radiology Reports via Memory-driven Transformer Zhihong Chen , Yan Song, Tsung-Hui Chang and Xiang WanHierarchical Attention Network for Image Captioning Zhihong Chen and Haifeng Hu
Vision-Language (Adaptation, Analysis, etc.)
Bridging Vision and Language Encoders: Parameter-Efficient Tuning for Referring Image Segmentation Zhihong Chen *, Yong Zhang, Yibing Song, Xiang Wan and Guanbin LiOn the Difference of BERT-style and CLIP-style Text Encoders Zhihong Chen *, Guiming Hardy Chen*, Shizhe Diao, Xiang Wan and Benyou WangAdvancing Visual Grounding with Scene Knowledge: Benchmark and Method Zhihong Chen *, Ruifei Zhang*, Yibin Song, Xiang Wan and Guanbin Li
Other Papers
EASAL: Entity-Aware Subsequence-based Active Learning for Named Entity Recognition Zhihong Chen , Xiang Wan, and Tsung-Hui ChangA Simple yet Effective Subsequence-Enhanced Approach for Cross-Domain NER Zhihong Chen , Xiang Wan, and Tsung-Hui ChangGraph Enhanced Contrastive Learning for Radiology Findings Summarization Zhihong Chen , Zhen Li, Xiang Wan and Tsung-Hui ChangWord Graph Guided Summarization for Radiology Findings Zhihong Chen , Yaling Shen, Yan Song, Xiang Wan and Tsung-Hui Chang
Teaching
Teaching Assistant, ERG2050 Introduction to Data Analytics, Spring 2021
Teaching Assistant, MAT1001 Calculus, Fall 2020 (Outstanding TA Award)
Teaching Assistant, STA2001 Probability and Statistics, Spring 2020
Teaching Assistant, MAT1001 Calculus, Fall 2019
Service
Reviewer: ACL (2021; 2022; 2023; 2024), EMNLP (2020; 2022; 2023), NAACL (2022; 2024), COLING (2020), ARR (2021; 2022; 2023), CVPR (2024), TMI (2023)
Awards
Presidential Fellowship, 2019-2024
MICCAI Student Travel Award, 2023
Outstanding Teaching Assistant (TA) Award, 2021
National Scholarship, 2018
Last update: 2024/01. Template credited to Tengyu Ma 's and Danqi Chen 's.
