GraphGT: Machine Learning Datasets for Graph Generation and Transformation. - Yuanqi Du; Shiyu Wang 002; Xiaojie Guo 002; Hengning Cao; Shujie Hu; Junji Jiang; Aishwarya Varala; Abhinav Angirekula; Liang Zhao 002 (NeurIPS Datasets and Benchmarks, 2021)

Property-Controllable Generation of Quaternary Ammonium Compounds. - Bo Pan; Yinkai Wang; Xuanyang Lin; Muran Qin; Yuanqi Du; Shiva Ghaemi; Aowei Ding; Shiyu Wang 002; Saleh AlKhalifa; Kevin Minbiole; William M. Wuest; Ashley Ann Petersen; et al. (BIBM, 2022)

Deep Generative Model for Periodic Graphs. - Shiyu Wang 002; Xiaojie Guo 002; Liang Zhao 002 (NeurIPS, 2022)

Multi-objective Deep Data Generation with Correlated Property Control. - Shiyu Wang 002; Xiaojie Guo 002; Xuanyang Lin; Bo Pan; Yuanqi Du; Yinkai Wang; Yanfang Ye 001; Ashley Ann Petersen; Austin Leitgeb; Saleh AlKhalifa; Kevin Minbiole; William M. Wuest; et al. (NeurIPS, 2022)

Controllable Data Generation by Deep Learning: A Review. - Shiyu Wang 002; Yuanqi Du; Xiaojie Guo 002; Bo Pan; Liang Zhao 002 (CoRR, 2022)

Domain Generalization Deep Graph Transformation. - Shiyu Wang 002; Guangji Bai; Qingyang Zhu; Zhaohui Qin; Liang Zhao 002 (CoRR, 2023)

A Survey on Knowledge Graphs for Healthcare: Resources, Applications, and Promises. - Hejie Cui; Jiaying Lu 001; Shiyu Wang 002; Ran Xu 002; Wenjing Ma; Shaojun Yu; Yue Yu 001; Xuan Kan; Chen Ling 003; Joyce C. Ho; Fei Wang; Carl Yang 001 (CoRR, 2023)

Controllable Data Generation Via Iterative Data-Property Mutual Mappings. - Bo Pan; Muran Qin; Shiyu Wang 002; Yifei Zhang 006; Liang Zhao 002 (CoRR, 2023)

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)

Gene-associated Disease Discovery Powered by Large Language Models. - Jiayu Chang; Shiyu Wang 002; Chen Ling 003; Zhaohui Qin; Liang Zhao 002 (CoRR, 2024)

Deep Causal Generative Models with Property Control. - Qilong Zhao; Shiyu Wang 002; Guangji Bai; Bo Pan; Zhaohui Qin; Liang Zhao 002 (CoRR, 2024)

Controllable Data Generation by Deep Learning: A Review. - Shiyu Wang 002; Yuanqi Du; Xiaojie Guo 002; Bo Pan; Zhaohui S. Qin; Liang Zhao 002 (ACM Comput. Surv., 2024)