| 2025 | ICLR | DeepSeek-Prover-V1.5: Harnessing Proof Assistant Feedback for Reinforcement Learning and Monte-Carlo Tree Search. | Huajian Xin, Z. Z. Ren, Junxiao Song, Zhihong Shao, Wanjia Zhao, Haocheng Wang, Bo Liu, Liyue Zhang, Xuan Lu, Qiushi Du, Wenjun Gao, Haowei Zhang, Qihao Zhu, Dejian Yang, Zhibin Gou, Z. F. Wu, Fuli Luo, Chong Ruan |
| 2024 | ACL | DeepSeekMoE: Towards Ultimate Expert Specialization in Mixture-of-Experts Language Models. | Damai Dai, Chengqi Deng, Chenggang Zhao, R. X. Xu, Huazuo Gao, Deli Chen, Jiashi Li, Wangding Zeng, Xingkai Yu, Y. Wu, Zhenda Xie, Y. K. Li, Panpan Huang, Fuli Luo, Chong Ruan, Zhifang Sui, Wenfeng Liang |
| 2024 | IGARSS | Comparative Analysis of Two Angle Normalization Approaches for SAR Backscatter: Simulation and Satellite Observation-Based Evaluation in Soil Moisture Retrieval. | Dong Fan, Zhen Wang, Fuli Luo, Jiliu Hu, Junxuan Liu, Bo-Hui Tang |
| 2024 | IGARSS | Quantification of Correlation Between Geometric Characteristics for The Hexagonal Discrete Global Grid Systems. | Fuli Luo, Qiang Lu, Zheng Wang |
| 2023 | WSDM | Making Pre-trained Language Models End-to-end Few-shot Learners with Contrastive Prompt Tuning. | Ziyun Xu, Chengyu Wang, Minghui Qiu, Fuli Luo, Runxin Xu, Songfang Huang, Jun Huang |
| 2022 | AAAI | From Dense to Sparse: Contrastive Pruning for Better Pre-trained Language Model Compression. | Runxin Xu, Fuli Luo, Chengyu Wang, Baobao Chang, Jun Huang, Songfang Huang, Fei Huang |
| 2022 | ACL | Probing Structured Pruning on Multilingual Pre-trained Models: Settings, Algorithms, and Efficiency. | Yanyang Li, Fuli Luo, Runxin Xu, Songfang Huang, Fei Huang, Liwei Wang |
| 2022 | ACL | S$^4$-Tuning: A Simple Cross-lingual Sub-network Tuning Method. | Runxin Xu, Fuli Luo, Baobao Chang, Songfang Huang, Fei Huang |
| 2022 | EMNLP | Towards Unified Prompt Tuning for Few-shot Text Classification. | Jianing Wang, Chengyu Wang, Fuli Luo, Chuanqi Tan, Minghui Qiu, Fei Yang, Qiuhui Shi, Songfang Huang, Ming Gao |
| 2022 | IJCAI | Parameter-Efficient Sparsity for Large Language Models Fine-Tuning. | Yuchao Li, Fuli Luo, Chuanqi Tan, Mengdi Wang, Songfang Huang, Shen Li, Junjie Bai |
| 2021 | ACL | Multi-Granularity Contrasting for Cross-Lingual Pre-Training. | Shicheng Li, Pengcheng Yang, Fuli Luo, Jun Xie |
| 2021 | ACL | VECO: Variable and Flexible Cross-lingual Pre-training for Language Understanding and Generation. | Fuli Luo, Wei Wang, Jiahao Liu, Yijia Liu, Bin Bi, Songfang Huang, Fei Huang, Luo Si |
| 2021 | EMNLP | Rethinking Denoised Auto-Encoding in Language Pre-Training. | Fuli Luo, Pengcheng Yang, Shicheng Li, Xuancheng Ren, Xu Sun, Songfang Huang, Fei Huang |
| 2021 | EMNLP | Raise a Child in Large Language Model: Towards Effective and Generalizable Fine-tuning. | Runxin Xu, Fuli Luo, Zhiyuan Zhang, Chuanqi Tan, Baobao Chang, Songfang Huang, Fei Huang |
| 2019 | AAAI | WSD-GAN: Word Sense Disambiguation Using Generative Adversarial Networks. | Zijian Hu, Fuli Luo, Yutong Tan, Wenxin Zeng, Zhifang Sui |
| 2019 | AAAI | Hierarchical Encoder with Auxiliary Supervision for Neural Table-to-Text Generation: Learning Better Representation for Tables. | Tianyu Liu, Fuli Luo, Qiaolin Xia, Shuming Ma, Baobao Chang, Zhifang Sui |
| 2019 | ACL | Towards Comprehensive Description Generation from Factual Attribute-value Tables. | Tianyu Liu, Fuli Luo, Pengcheng Yang, Wei Wu, Baobao Chang, Zhifang Sui |
| 2019 | ACL | Learning to Control the Fine-grained Sentiment for Story Ending Generation. | Fuli Luo, Damai Dai, Pengcheng Yang, Tianyu Liu, Baobao Chang, Zhifang Sui, Xu Sun |
| 2019 | ACL | Towards Fine-grained Text Sentiment Transfer. | Fuli Luo, Peng Li, Pengcheng Yang, Jie Zhou, Yutong Tan, Baobao Chang, Zhifang Sui, Xu Sun |
| 2019 | ACL | A Hierarchical Reinforced Sequence Operation Method for Unsupervised Text Style Transfer. | Chen Wu, Xuancheng Ren, Fuli Luo, Xu Sun |
| 2019 | ACL | MAAM: A Morphology-Aware Alignment Model for Unsupervised Bilingual Lexicon Induction. | Pengcheng Yang, Fuli Luo, Peng Chen, Tianyu Liu, Xu Sun |
| 2019 | ACL | Enhancing Topic-to-Essay Generation with External Commonsense Knowledge. | Pengcheng Yang, Lei Li, Fuli Luo, Tianyu Liu, Xu Sun |
| 2019 | ACL | A Deep Reinforced Sequence-to-Set Model for Multi-Label Classification. | Pengcheng Yang, Fuli Luo, Shuming Ma, Junyang Lin, Xu Sun |
| 2019 | ACL | Cross-Modal Commentator: Automatic Machine Commenting Based on Cross-Modal Information. | Pengcheng Yang, Zhihan Zhang, Fuli Luo, Lei Li, Chengyang Huang, Xu Sun |
| 2019 | EMNLP | Pun-GAN: Generative Adversarial Network for Pun Generation. | Fuli Luo, Shunyao Li, Pengcheng Yang, Lei Li, Baobao Chang, Zhifang Sui, Xu Sun |
| 2019 | IJCAI | A Dual Reinforcement Learning Framework for Unsupervised Text Style Transfer. | Fuli Luo, Peng Li, Jie Zhou, Pengcheng Yang, Baobao Chang, Xu Sun, Zhifang Sui |
| 2019 | IJCAI | Knowledgeable Storyteller: A Commonsense-Driven Generative Model for Visual Storytelling. | Pengcheng Yang, Fuli Luo, Peng Chen, Lei Li, Zhiyi Yin, Xiaodong He, Xu Sun |
| 2018 | ACL | Incorporating Glosses into Neural Word Sense Disambiguation. | Fuli Luo, Tianyu Liu, Qiaolin Xia, Baobao Chang, Zhifang Sui |
| 2018 | EMNLP | Leveraging Gloss Knowledge in Neural Word Sense Disambiguation by Hierarchical Co-Attention. | Fuli Luo, Tianyu Liu, Zexue He, Qiaolin Xia, Zhifang Sui, Baobao Chang |