Community mining on dynamic weighted directed graphs. - Dongsheng Duan; Yuhua Li 003; Yanan Jin; Zhengding Lu (CIKM-CNIKM, 2009)

Discovering Hidden Group in Financial Transaction Network Using Hidden Markov Model and Genetic Algorithm. - Yuhua Li 003; Dongsheng Duan; Guanghao Hu; Zhengding Lu (FSKD (5), 2009)

A Directed Labeled Graph Frequent Pattern Mining Algorithm Based on Minimum Code. - Yuhua Li 003; Quan Lin; Gang Zhong; Dongsheng Duan; Yanan Jin; Wei Bi (MUE, 2009)

TGP: Mining Top-K Frequent Closed Graph Pattern without Minimum Support. - Yuhua Li 003; Quan Lin; Ruixuan Li 001; Dongsheng Duan (ADMA (1), 2010)

MEI: Mutual Enhanced Infinite Generative Model for Simultaneous Community and Topic Detection. - Dongsheng Duan; Yuhua Li 003; Ruixuan Li 001; Zhengding Lu; Aiming Wen (Discovery Science, 2011)

RankTopic: Ranking Based Topic Modeling. - Dongsheng Duan; Yuhua Li 003; Ruixuan Li 001; Rui Zhang 003; Aiming Wen (ICDM, 2012)

Incremental K-clique clustering in dynamic social networks. - Dongsheng Duan; Yuhua Li 003; Ruixuan Li 001; Zhengding Lu (Artif. Intell. Rev., 2012)

MEI: Mutual Enhanced Infinite Community-Topic Model for Analyzing Text-Augmented Social Networks. - Dongsheng Duan; Yuhua Li 003; Ruixuan Li 001; Zhengding Lu; Aiming Wen (Comput. J., 2013)

LIMTopic: A Framework of Incorporating Link Based Importance into Topic Modeling. - Dongsheng Duan; Yuhua Li 003; Ruixuan Li 001; Rui Zhang 003; Xiwu Gu; Kunmei Wen (IEEE Trans. Knowl. Data Eng., 2014)

Learning from Easy to Complex: Adaptive Multi-Curricula Learning for Neural Dialogue Generation. - Hengyi Cai; Hongshen Chen; Cheng Zhang; Yonghao Song; Xiaofang Zhao; Yangxi Li; Dongsheng Duan; Dawei Yin (AAAI, 2020)

AANE: Anomaly Aware Network Embedding For Anomalous Link Detection. - Dongsheng Duan; Lingling Tong; Yangxi Li; Jie Lu 009; Lei Shi; Cheng Zhang (ICDM, 2020)

ICAI-SR: Item Categorical Attribute Integrated Sequential Recommendation. - Xu Yuan 006; Dongsheng Duan; Lingling Tong; Lei Shi; Cheng Zhang (SIGIR, 2021)

An anomaly aware network embedding framework for unsupervised anomalous link detection. - Dongsheng Duan; Cheng Zhang; Lingling Tong; Jie Lu 009; Cunchi Lv; Wei Hou; Yangxi Li; Xiaofang Zhao (Data Min. Knowl. Discov., 2024)

FZeroTC: fully zero-shot text classification for simultaneously discovering and labeling unseen classes. - Dongsheng Duan; Cunchi Lv; Cheng Zhang; Wei Hou; Lei Shi; Yangxi Li; Xiaofang Zhao (Knowl. Inf. Syst., 2025)