Hierarchical Transfer Learning Architecture for Low-Resource Neural Machine Translation. - Gongxu Luo; Yating Yang; Yang Yuan; Zhanheng Chen; Aizimaiti Ainiwaer (IEEE Access, 2019)

Keeping Models Consistent between Pretraining and Translation for Low-Resource Neural Machine Translation. - Wenbo Zhang; Xiao Li 007; Yating Yang; Rui Dong 002; Gongxu Luo (Future Internet, 2020)

Graph Entropy Guided Node Embedding Dimension Selection for Graph Neural Networks. - Gongxu Luo; Jianxin Li 002; Hao Peng 001; Carl Yang 001; Lichao Sun 001; Philip S. Yu; Lifang He 001 (IJCAI, 2021)

Improving Zero-shot Multilingual Neural Machine Translation for Low-Resource Languages. - Chenyang Li; Gongxu Luo (CoRR, 2021)

Multi-View Brain Network Analysis with Cross-View Missing Network Generation. - Gongxu Luo; Chenyang Li; Hejie Cui; Lichao Sun 001; Lifang He 001; Carl Yang 001 (BIBM, 2022)

Gene Regulatory Network Inference in the Presence of Dropouts: a Causal View. - Haoyue Dai; Ignavier Ng; Gongxu Luo; Peter Spirtes; Petar Stojanov; Kun Zhang 001 (ICLR, 2024)

Federated Causal Discovery from Heterogeneous Data. - Loka Li; Ignavier Ng; Gongxu Luo; Biwei Huang; Guangyi Chen 002; Tongliang Liu; Bin Gu 001; Kun Zhang 001 (ICLR, 2024)

Causal Representation Learning from Multimodal Biological Observations. - Yuewen Sun; Lingjing Kong; Guangyi Chen 002; Loka Li; Gongxu Luo; Zijian Li 001; Yixuan Zhang 001; Yujia Zheng 001; Mengyue Yang; Petar Stojanov; Eran Segal; Eric P. Xing; et al. (CoRR, 2024)

When Selection Meets Intervention: Additional Complexities in Causal Discovery. - Haoyue Dai; Ignavier Ng; Jianle Sun; Zeyu Tang 002; Gongxu Luo; Xinshuai Dong; Peter Spirtes; Kun Zhang 001 (ICLR, 2025)

Causal Representation Learning from Multimodal Biomedical Observations. - Yuewen Sun; Lingjing Kong; Guangyi Chen 002; Loka Li; Gongxu Luo; Zijian Li 001; Yixuan Zhang 001; Yujia Zheng 001; Mengyue Yang; Petar Stojanov; Eran Segal; Eric P. Xing; et al. (ICLR, 2025)

Gene Regulatory Network Inference in the Presence of Selection Bias and Latent Confounders. - Gongxu Luo; Haoyue Dai; Boyang Sun; Loka Li; Biwei Huang; Petar Stojanov; Kun Zhang 001 (CoRR, 2025)

Alignclip: navigating the misalignments for robust vision-language generalization. - Zhongyi Han; Gongxu Luo; Hao Sun; Yaqian Li; Bo Han 003; Mingming Gong; Kun Zhang 001; Tongliang Liu (Mach. Learn., 2025)