| 2025 | SANER | Enhancing Microservice Migration Transformation from Monoliths with Graph Neural Networks. | Deli Chen, Chunyang Ye, Hui Zhou, Shanyan Lai, Bo Li |
| 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 | ACL | Math-Shepherd: Verify and Reinforce LLMs Step-by-step without Human Annotations. | Peiyi Wang, Lei Li, Zhihong Shao, Runxin Xu, Damai Dai, Yifei Li, Deli Chen, Yu Wu, Zhifang Sui |
| 2024 | EMNLP | Let the Expert Stick to His Last: Expert-Specialized Fine-Tuning for Sparse Architectural Large Language Models. | Zihan Wang, Deli Chen, Damai Dai, Runxin Xu, Zhuoshu Li, Yu Wu |
| 2024 | ICLR | Towards Codable Watermarking for Injecting Multi-Bits Information to LLMs. | Lean Wang, Wenkai Yang, Deli Chen, Hao Zhou, Yankai Lin, Fandong Meng, Jie Zhou, Xu Sun |
| 2024 | IGARSS | Grain Protein Content in Commercial Wheat Estimated Via Timeseries Plant Traits Retrieved From Sentinel-2 Images by Radiative Transfer Model Inversion. | Andrew Longmire, Tomas Poblete, Alberto Hornero, Deli Chen, Pablo J. Zarco-Tejada |
| 2023 | ACL | Diffusion Theory as a Scalpel: Detecting and Purifying Poisonous Dimensions in Pre-trained Language Models Caused by Backdoor or Bias. | Zhiyuan Zhang, Deli Chen, Hao Zhou, Fandong Meng, Jie Zhou, Xu Sun |
| 2023 | EMNLP | Label Words are Anchors: An Information Flow Perspective for Understanding In-Context Learning. | Lean Wang, Lei Li, Damai Dai, Deli Chen, Hao Zhou, Fandong Meng, Jie Zhou, Xu Sun |
| 2022 | IJCAI | Rethinking the Promotion Brought by Contrastive Learning to Semi-Supervised Node Classification. | Deli Chen, Yankai Lin, Lei Li, Xuancheng Ren, Peng Li, Jie Zhou, Xu Sun |
| 2021 | EMNLP | CascadeBERT: Accelerating Inference of Pre-trained Language Models via Calibrated Complete Models Cascade. | Lei Li, Yankai Lin, Deli Chen, Shuhuai Ren, Peng Li, Jie Zhou, Xu Sun |
| 2021 | EMNLP | Leveraging Word-Formation Knowledge for Chinese Word Sense Disambiguation. | Hua Zheng, Lei Li, Damai Dai, Deli Chen, Tianyu Liu, Xu Sun, Yang Liu |
| 2020 | AAAI | Measuring and Relieving the Over-Smoothing Problem for Graph Neural Networks from the Topological View. | Deli Chen, Yankai Lin, Wei Li, Peng Li, Jie Zhou, Xu Sun |
| 2020 | IJCAI | Modeling the Stock Relation with Graph Network for Overnight Stock Movement Prediction. | Wei Li, Ruihan Bao, Keiko Harimoto, Deli Chen, Jingjing Xu, Qi Su |