Jiayuan Ding

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 21

Top Topics

Data Imputation

Message Passing

Graph Transformation

Top Venues

Publications

Hongzhi Wen, Wenzhuo Tang, Xinnan Dai, Jiayuan Ding, Wei Jin, Yuying Xie, Jiliang Tang
CellPLM: Pre-training of Cell Language Model Beyond Single Cells. ICLR (2024)
Subhabrata Mukherjee, Paul Gamble, Markel Sanz Ausin, Neel Kant, Kriti Aggarwal, Neha Manjunath, Debajyoti Datta, Zhengliang Liu, Jiayuan Ding, Sophia Busacca, Cezanne Bianco, Swapnil Sharma, Rae Lasko, Michelle Voisard, Sanchay Harneja, Darya Filippova, Gerry Meixiong, Kevin Cha, Amir Youssefi, Meyhaa Buvanesh, Howard Weingram, Sebastian Bierman-Lytle, Harpreet Singh Mangat, Kim Parikh, Saad Godil, Alex Miller
Polaris: A Safety-focused LLM Constellation Architecture for Healthcare. CoRR (2024)
Jie Ren, Han Xu, Pengfei He, Yingqian Cui, Shenglai Zeng, Jiankun Zhang, Hongzhi Wen, Jiayuan Ding, Hui Liu, Yi Chang, Jiliang Tang
Copyright Protection in Generative AI: A Technical Perspective. CoRR (2024)
Dylan Molho, Jiayuan Ding, Wenzhuo Tang, Zhaoheng Li, Hongzhi Wen, Yixin Wang, Julian Venegas, Wei Jin, Renming Liu, Runze Su, Patrick Danaher, Robert Yang, Yu Leo Lei, Yuying Xie, Jiliang Tang
Deep Learning in Single-cell Analysis. ACM Trans. Intell. Syst. Technol. 15 (3) (2024)
Hongzhi Wen, Wenzhuo Tang, Wei Jin, Jiayuan Ding, Renming Liu, Feng Shi, Yuying Xie, Jiliang Tang
Single Cells Are Spatial Tokens: Transformers for Spatial Transcriptomic Data Imputation. CoRR (2023)
Wenzhuo Tang, Hongzhi Wen, Renming Liu, Jiayuan Ding, Wei Jin, Yuying Xie, Hui Liu, Jiliang Tang
Single-Cell Multimodal Prediction via Transformers. CoRR (2023)
Wenzhuo Tang, Hongzhi Wen, Renming Liu, Jiayuan Ding, Wei Jin, Yuying Xie, Hui Liu, Jiliang Tang
Single-Cell Multimodal Prediction via Transformers. CIKM (2023)
Juanhui Li, Harry Shomer, Jiayuan Ding, Yiqi Wang, Yao Ma, Neil Shah, Jiliang Tang, Dawei Yin
Are Message Passing Neural Networks Really Helpful for Knowledge Graph Completion? ACL (1) (2023)
Wei Jin, Tong Zhao, Jiayuan Ding, Yozen Liu, Jiliang Tang, Neil Shah
Empowering Graph Representation Learning with Test-Time Graph Transformation. ICLR (2023)
Wei Jin, Tong Zhao, Jiayuan Ding, Yozen Liu, Jiliang Tang, Neil Shah
Empowering Graph Representation Learning with Test-Time Graph Transformation. CoRR (2022)
Dylan Molho, Jiayuan Ding, Zhaoheng Li, Hongzhi Wen, Wenzhuo Tang, Yixin Wang, Julian Venegas, Wei Jin, Renming Liu, Runze Su, Patrick Danaher, Robert Yang, Yu Leo Lei, Yuying Xie, Jiliang Tang
Deep Learning in Single-Cell Analysis. CoRR (2022)
Juan-Hui Li, Harry Shomer, Jiayuan Ding, Yiqi Wang, Yao Ma, Neil Shah, Jiliang Tang, Dawei Yin
Are Graph Neural Networks Really Helpful for Knowledge Graph Completion? CoRR (2022)
Hongzhi Wen, Jiayuan Ding, Wei Jin, Yiqi Wang, Yuying Xie, Jiliang Tang
Graph Neural Networks for Multimodal Single-Cell Data Integration. KDD (2022)
Jiayuan Ding, Tong Xiang, Zijing Ou, Wangyang Zuo, Ruihui Zhao, Chenhua Lin, Yefeng Zheng, Bang Liu
Tell Me How to Survey: Literature Review Made Simple with Automatic Reading Path Generation. ICDE (2022)
Hongzhi Wen, Jiayuan Ding, Wei Jin, Yuying Xie, Jiliang Tang
Graph Neural Networks for Multimodal Single-Cell Data Integration. CoRR (2022)
Jiayuan Ding, Tong Xiang, Zijing Ou, Wangyang Zuo, Ruihui Zhao, Chenghua Lin, Yefeng Zheng, Bang Liu
Tell Me How to Survey: Literature Review Made Simple with Automatic Reading Path Generation. CoRR (2021)
Xiaorui Liu, Jiayuan Ding, Wei Jin, Han Xu, Yao Ma, Zitao Liu, Jiliang Tang
Graph Neural Networks with Adaptive Residual. NeurIPS (2021)
Jiayuan Ding, Mayank Kejriwal
An Experimental Study of The Effects of Position Bias on Emotion CauseExtraction. CoRR (2020)
Jiayuan Ding, Siou Li, Zhilong Wang, Zihe Jiang, Yuexin Zhao, Xue Wang, Mengfei He, Weina Zhao, Changhao Yin
Brain MRI imaging mechanism based on deep visual information perception and dementia degree induction. Multim. Tools Appl. 78 (7) (2019)
Mayank Kejriwal, Jiayuan Ding, Runqi Shao, Anoop Kumar, Pedro A. Szekely
FlagIt: A System for Minimally Supervised Human Trafficking Indicator Mining. CoRR (2017)
Jiayuan Ding, Yongquan Dong, Tongfei Gao, Zichen Zhang, Yali Liu
Sentiment Analysis of Chinese Micro-Blog Based on Classification and Rich Features. IEEE WISA (2016)