A unified framework for low-memory and on-the-fly implementation of generic tree-structured M-channel QMF banks. - Xiongming Zhang; Lizhi Cheng; Huanzhang Lu; Deli Chen (Signal Process., 2008)

Spatial variability of soil nutrients and GIS-based nutrient management in Yongji County, China. - Qiang Zhang; Zhiping Yang; Yong Li; Deli Chen; Jianjie Zhang; Mingchang Chen (Int. J. Geogr. Inf. Sci., 2010)

An analysis of factors influencing the output value of unit sown area based on grey incidence analysis. - Qingmei Tan; Bob Farquharson; Deli Chen; Jie Liu (Grey Syst. Theory Appl., 2014)

The use of image analysis to determine the number and position of cattle at a water point. - M. A. Benvenutti; T. W. Coates; A. Imaz; T. K. Flesch; J. Hill; E. Charmley; Graham Hepworth; Deli Chen (Comput. Electron. Agric., 2015)

Algorithm of key data ensemble clustering and approximate analysis in cloud computing. - Xia Wendong; Yuanfeng Liu; Deli Chen (Int. J. Reason. based Intell. Syst., 2017)

Identifying High-Quality Chinese News Comments Based on Multi-Target Text Matching Model. - Deli Chen; Shuming Ma; Pengcheng Yang; Xu Sun 001 (CoRR, 2018)

Design of public bicycle scheduling model based on data mining algorithm. - Xia Wendong; Yuanfeng Liu; Deli Chen (Int. J. Reason. based Intell. Syst., 2018)

Predicting Popular News Comments Based on Multi-Target Text Matching Model. - Deli Chen; Shuming Ma; Pengcheng Yang; Qi Su 001 (NLPCC (1), 2019)

Recursive Graphical Neural Networks for Text Classification. - Wei Li 101; Shuheng Li; Shuming Ma; Yancheng He; Deli Chen; Xu Sun 001 (CoRR, 2019)

Group, Extract and Aggregate: Summarizing a Large Amount of Finance News for Forex Movement Prediction. - Deli Chen; Shuming Ma; Keiko Harimoto; Ruihan Bao; Qi Su 001; Xu Sun 001 (CoRR, 2019)

Incorporating Fine-grained Events in Stock Movement Prediction. - Deli Chen; Yanyan Zou; Keiko Harimoto; Ruihan Bao; Xuancheng Ren; Xu Sun 001 (CoRR, 2019)

Improving Node Classification by Co-training Node Pair Classification: A Novel Training Framework for General Graph Neural Networks. - Deli Chen; Xiaoqian Liu; Yankai Lin; Peng Li 030; Jie Zhou 016; Qi Su 001; Xu Sun 001 (CoRR, 2019)

Measuring and Relieving the Over-Smoothing Problem for Graph Neural Networks from the Topological View. - Deli Chen; Yankai Lin; Wei Li 101; Peng Li 030; Jie Zhou 016; Xu Sun 001 (AAAI, 2020)

Image encryption algorithm based on Logistic-Sine compound chaos. - Haini Zeng; Deli Chen (CyberC, 2020)

Modeling the Stock Relation with Graph Network for Overnight Stock Movement Prediction. - Wei Li 101; Ruihan Bao; Keiko Harimoto; Deli Chen; Jingjing Xu 001; Qi Su 001 (IJCAI, 2020)

Short-Term Heart Rate Variability and Blood Biomarkers of Gastric Cancer Prognosis. - Lili Wang; Bo Shi; Peng Li 002; Genxuan Zhang; Mulin Liu; Deli Chen (IEEE Access, 2020)

Distance-wise Graph Contrastive Learning. - Deli Chen; Yanyai Lin; Lei Li 039; Xuancheng Ren; Peng Li 030; Jie Zhou 016; Xu Sun 001 (CoRR, 2020)

Accelerating Pre-trained Language Models via Calibrated Cascade. - Lei Li 039; Yankai Lin; Shuhuai Ren; Deli Chen; Xuancheng Ren; Peng Li 030; Jie Zhou 016; Xu Sun 001 (CoRR, 2020)

CascadeBERT: Accelerating Inference of Pre-trained Language Models via Calibrated Complete Models Cascade. - Lei Li 039; Yankai Lin; Deli Chen; Shuhuai Ren; Peng Li 030; Jie Zhou 016; Xu Sun 001 (EMNLP (Findings), 2021)

Leveraging Word-Formation Knowledge for Chinese Word Sense Disambiguation. - Hua Zheng; Lei Li 039; Damai Dai; Deli Chen; Tianyu Liu 001; Xu Sun 001; Yang Liu 005 (EMNLP (Findings), 2021)

Topology-Imbalance Learning for Semi-Supervised Node Classification. - Deli Chen; Yankai Lin; Guangxiang Zhao; Xuancheng Ren; Peng Li 030; Jie Zhou 016; Xu Sun 001 (NeurIPS, 2021)

An empirical analysis of the use of agricultural mobile applications among smallholder farmers in Myanmar. - So Pyay Thar; Thiagarajah Ramilan; Robert J. Farquharson; Alexis Pang; Deli Chen (Electron. J. Inf. Syst. Dev. Ctries., 2021)

Rethinking the Promotion Brought by Contrastive Learning to Semi-Supervised Node Classification. - Deli Chen; Yankai Lin; Lei Li 039; Xuancheng Ren; Peng Li 030; Jie Zhou 016; Xu Sun 001 (IJCAI, 2022)

Diffusion Theory as a Scalpel: Detecting and Purifying Poisonous Dimensions in Pre-trained Language Models Caused by Backdoor or Bias. - Zhiyuan Zhang 001; Deli Chen; Hao Zhou 012; Fandong Meng; Jie Zhou 016; Xu Sun 001 (ACL (Findings), 2023)

Label Words are Anchors: An Information Flow Perspective for Understanding In-Context Learning. - Lean Wang; Lei Li 039; Damai Dai; Deli Chen; Hao Zhou 012; Fandong Meng; Jie Zhou 016; Xu Sun 001 (EMNLP, 2023)

Fed-FA: Theoretically Modeling Client Data Divergence for Federated Language Backdoor Defense. - Zhiyuan Zhang 001; Deli Chen; Hao Zhou 012; Fandong Meng; Jie Zhou 016; Xu Sun 001 (NeurIPS, 2023)

Integrating Local Real Data with Global Gradient Prototypes for Classifier Re-Balancing in Federated Long-Tailed Learning. - Wenkai Yang; Deli Chen; Hao Zhou 012; Fandong Meng; Jie Zhou 016; Xu Sun 001 (CoRR, 2023)

Towards Codable Text Watermarking for Large Language Models. - Lean Wang; Wenkai Yang; Deli Chen; Hao Zhou 012; Yankai Lin; Fandong Meng; Jie Zhou 016; Xu Sun 001 (CoRR, 2023)

Math-Shepherd: Verify and Reinforce LLMs Step-by-step without Human Annotations. - Peiyi Wang; Lei Li 039; Zhihong Shao; R. X. Xu; Damai Dai; Yifei Li 005; Deli Chen; Y. Wu; Zhifang Sui (CoRR, 2023)

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; et al. (ACL (1), 2024)

Math-Shepherd: Verify and Reinforce LLMs Step-by-step without Human Annotations. - Peiyi Wang; Lei Li 039; Zhihong Shao; Runxin Xu; Damai Dai; Yifei Li 005; Deli Chen; Yu Wu; Zhifang Sui (ACL (1), 2024)

Let the Expert Stick to His Last: Expert-Specialized Fine-Tuning for Sparse Architectural Large Language Models. - Zihan Wang 010; Deli Chen; Damai Dai; Runxin Xu; Zhuoshu Li; Yu Wu (EMNLP, 2024)

Towards Codable Watermarking for Injecting Multi-Bits Information to LLMs. - Lean Wang; Wenkai Yang; Deli Chen; Hao Zhou 012; Yankai Lin; Fandong Meng; Jie Zhou 016; Xu Sun 001 (ICLR, 2024)

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 (IGARSS, 2024)

DeepSeek LLM: Scaling Open-Source Language Models with Longtermism. - Xiao Bi; Deli Chen; Guanting Chen 002; Shanhuang Chen; Damai Dai; Chengqi Deng; Honghui Ding; Kai Dong 003; Qiushi Du; Zhe Fu; Huazuo Gao; Kaige Gao; et al. (CoRR, 2024)

DeepSeek-V2: A Strong, Economical, and Efficient Mixture-of-Experts Language Model. - DeepSeek-AI; Aixin Liu; Bei Feng; Bin Wang 065; Bingxuan Wang; Bo Liu 039; Chenggang Zhao; Chengqi Deng; Chong Ruan; Damai Dai; Daya Guo; Dejian Yang; et al. (CoRR, 2024)

DeepSeek-Coder-V2: Breaking the Barrier of Closed-Source Models in Code Intelligence. - DeepSeek-AI; Qihao Zhu; Daya Guo; Zhihong Shao; Dejian Yang; Peiyi Wang; Runxin Xu; Y. Wu; Yukun Li; Huazuo Gao; Shirong Ma; Wangding Zeng; et al. (CoRR, 2024)

DeepSeek-V3 Technical Report. - DeepSeek-AI; Aixin Liu; Bei Feng; Bing Xue; Bingxuan Wang; Bochao Wu; Chengda Lu; Chenggang Zhao; Chengqi Deng; Chenyu Zhang; Chong Ruan; Damai Dai; et al. (CoRR, 2024)

Sentiment Classification Model of Fresh Agricultural Product Comments based on Semantic Structure-Combined Dictionary Optimization. - Yindong Dong; Shundong Shao; Guohua Fan; Deli Chen; Yu Zhang; Xin Luo (J. Comput. Sci. Eng., 2024)

Decentralized Decoupled Training for Federated Long-Tailed Learning. - Wenkai Yang; Deli Chen; Hao Zhou 012; Fandong Meng; Jie Zhou 016; Xu Sun 001 (Trans. Mach. Learn. Res., 2024)

Enhancing Microservice Migration Transformation from Monoliths with Graph Neural Networks. - Deli Chen; Chunyang Ye; Hui Zhou 011; Shanyan Lai; Bo Li (SANER, 2025)

A Novel PAPR Reduction Scheme Based on Deep Autoencoder Network for FBMC Systems. - Xing Cheng; Deli Chen; Shuaishuai Li; Shanbao He; Dejin Kong (IEEE Access, 2025)

Plasticized electrohydraulic robot autopilots in the deep sea. - Guorui Li; Peng Shen; Tuck-Whye Wong; Mingyu Liu; Zhenxiang Sun; Xinyu Liu; Yongzai Chen; Xianghan Wang; Hao Zhang; Bingxu Hu; Deli Chen; Zhihan Zhang; et al. (Sci. Robotics, 2025)

Real-Time Prewarning System for Petroleum Pipeline Landslide Prediction Based on Imbalanced Machine Learning Methods With Finite Element Analysis. - Yifan Wei 004; Zelong Ma; Handing Xu; Yanjie Xu; Deli Chen; Yanjin Dong; Zhenguo Nie (IEEE Trans. Instrum. Meas., 2025)

DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning. - DeepSeek-AI; Daya Guo; Dejian Yang; Haowei Zhang; Junxiao Song; Ruoyu Zhang; Runxin Xu; Qihao Zhu; Shirong Ma; Peiyi Wang; Xiao Bi; Xiaokang Zhang; et al. (CoRR, 2025)

EEG-based emotion recognition model using fuzzy adjacency matrix combined with convolutional multi-head graph attention mechanism. - Mingwei Cao; Yindong Dong; Deli Chen; Guodong Wu; Gaojian Xu; Jun Zhang (Clust. Comput., 2025)