An application of rough sets to graph theory. - Jinkun Chen; Jinjin Li 001 (Inf. Sci., 2012)

Computing connected components of simple undirected graphs based on generalized rough sets. - Jinkun Chen; Jinjin Li 001; Yaojin Lin (Knowl. Based Syst., 2013)

On the structure of definable sets in covering approximation spaces. - Jinkun Chen; Jinjin Li 001; Yaojin Lin (Int. J. Mach. Learn. Cybern., 2013)

A new nearest neighbor classifier via fusing neighborhood information. - Yaojin Lin; Jinjin Li 001; Menglei Lin; Jinkun Chen (Neurocomputing, 2014)

Feature selection via neighborhood multi-granulation fusion. - Yaojin Lin; Jinjin Li 001; Peirong Lin; Guoping Lin; Jinkun Chen (Knowl. Based Syst., 2014)

Relations of reduction between covering generalized rough sets and concept lattices. - Jinkun Chen; Jinjin Li 001; Yaojin Lin; Guoping Lin; Zhouming Ma (Inf. Sci., 2015)

The relationship between attribute reducts in rough sets and minimal vertex covers of graphs. - Jinkun Chen; Yaojin Lin; Guoping Lin; Jinjin Li 001; Zhouming Ma (Inf. Sci., 2015)

The SYSU System for CCPR 2016 Multimodal Emotion Recognition Challenge. - Gaoyuan He; Jinkun Chen; Xuebo Liu 007; Ming Li 026 (CCPR (2), 2016)

A rough set method for the minimum vertex cover problem of graphs. - Jinkun Chen; Yaojin Lin; Jinjin Li 001; Guoping Lin; Zhouming Ma; Anhui Tan (Appl. Soft Comput., 2016)

Multi-label feature selection based on neighborhood mutual information. - Yaojin Lin; Qinghua Hu; Jinghua Liu; Jinkun Chen; Jie Duan 002 (Appl. Soft Comput., 2016)

Automatic emotional spoken language text corpus construction from written dialogs in fictions. - Jinkun Chen; Cong Liu; Ming Li 026 (ACII, 2017)

Attribute reduction of covering decision systems by hypergraph model. - Jinkun Chen; Yaojin Lin; Guoping Lin; Jinjin Li 001; Yan-Lan Zhang (Knowl. Based Syst., 2017)

Analysis of Length Normalization in End-to-End Speaker Verification System. - Weicheng Cai; Jinkun Chen; Ming Li 026 (INTERSPEECH, 2018)

End-to-end Language Identification using NetFV and NetVLAD. - Jinkun Chen; Weicheng Cai; Danwei Cai; Zexin Cai; Haibin Zhong; Ming Li 026 (ISCSLP, 2018)

The Sogou-TIIC Speech Translation System for IWSLT 2018. - Yuguang Wang; Liangliang Shi; Linyu Wei; Weifeng Zhu; Jinkun Chen; Zhichao Wang; Shixue Wen; Wei Chen; Yanfeng Wang; Jia Jia 001 (IWSLT, 2018)

Exploring the Encoding Layer and Loss Function in End-to-End Speaker and Language Recognition System. - Weicheng Cai; Jinkun Chen; Ming Li 026 (Odyssey, 2018)

A graph approach for knowledge reduction in formal contexts. - Jinkun Chen; Ju-Sheng Mi; Yaojin Lin (Knowl. Based Syst., 2018)

Attribute reduction for multi-label learning with fuzzy rough set. - Yaojin Lin; Yuwen Li; Chenxi Wang 002; Jinkun Chen (Knowl. Based Syst., 2018)

Synthesizing decision rules from multiple information sources: a neighborhood granulation viewpoint. - Yaojin Lin; Huihuang Chen; Guoping Lin; Jinkun Chen; Zhouming Ma; Jinjin Li 001 (Int. J. Mach. Learn. Cybern., 2018)

A fast attribute reduction method for large formal decision contexts. - Jinkun Chen; Ju-Sheng Mi; Bin Xie 003; Yaojin Lin (Int. J. Approx. Reason., 2019)

Intuitionistic Fuzzy Rough Set-Based Granular Structures and Attribute Subset Selection. - Anhui Tan; Wei-Zhi Wu 001; Yuhua Qian; Jiye Liang; Jinkun Chen; Jinjin Li 001 (IEEE Trans. Fuzzy Syst., 2019)

A graph approach for fuzzy-rough feature selection. - Jinkun Chen; Jusheng Mi; Yaojin Lin (Fuzzy Sets Syst., 2020)

On-the-Fly Data Loader and Utterance-Level Aggregation for Speaker and Language Recognition. - Weicheng Cai; Jinkun Chen; Jun Zhang; Ming Li 026 (IEEE ACM Trans. Audio Speech Lang. Process., 2020)

HMM-Free Encoder Pre-Training for Streaming RNN Transducer. - Lu Huang; Jingyu Sun; Yufeng Tang; Junfeng Hou; Jinkun Chen; Jun Zhang 066; Zejun Ma (Interspeech, 2021)

Transitive Halifax: An Activity-Based Search Engine for Bus Routes. - Jinkun Chen; Vinicius Monteiro de Lira; Fernando V. Paulovich; Amílcar Soares 001 (MDM, 2021)

Kernelized fuzzy rough sets based online streaming feature selection for large-scale hierarchical classification. - Shengxing Bai; Yaojin Lin; Yan Lv; Jinkun Chen; Chenxi Wang 002 (Appl. Intell., 2021)

Causality-based online streaming feature selection. - Longzhu Li; Yaojin Lin; Hong Zhao 002; Jinkun Chen; Shaozi Li (Concurr. Comput. Pract. Exp., 2021)

A new fuzzy multi-attribute group decision-making method with generalized maximal consistent block and its application in emergency management. - Yan Sun; Jusheng Mi; Jinkun Chen; Wen Liu 009 (Knowl. Based Syst., 2021)

Attribute reduction in formal decision contexts and its application to finite topological spaces. - Jinkun Chen; Jusheng Mi; Bin Xie 003; Yaojin Lin (Int. J. Mach. Learn. Cybern., 2021)

Bring dialogue-context into RNN-T for streaming ASR. - Junfeng Hou; Jinkun Chen; Wanyu Li; Yufeng Tang; Jun Zhang 066; Zejun Ma (INTERSPEECH, 2022)

Multi-label causal feature selection based on neighbourhood mutual information. - Jie Wang; Yaojin Lin; Longzhu Li; Yun-an Wang; Meiyan Xu; Jinkun Chen (Int. J. Mach. Learn. Cybern., 2022)

A Spectral Feature Selection Approach With Kernelized Fuzzy Rough Sets. - Jinkun Chen; Yaojin Lin; Jusheng Mi; Shaozi Li; Weiping Ding 001 (IEEE Trans. Fuzzy Syst., 2022)

Semantic-gap-oriented feature selection in hierarchical classification learning. - Haoyang Liu; Yaojin Lin; Chenxi Wang 002; Lei Guo 020; Jinkun Chen (Inf. Sci., 2023)

Local double quantitative fuzzy rough sets over two universes. - Guoping Lin; Linlin Xie; Jinjin Li 001; Jinkun Chen; Yi Kou (Appl. Soft Comput., 2023)

Frequency Agile Anti-Interference Technology Based on Reinforcement Learning Using Long Short-Term Memory and Multi-Layer Historical Information Observation. - Weihao Shi; Shanhong Guo; Xiaoyu Cong; Weixing Sheng; Jing Yan; Jinkun Chen (Remote. Sens., 2023)

CAB-KWS : Contrastive Augmentation: An Unsupervised Learning Approach for Keyword Spotting in Speech Technology. - Weinan Dai; Yifeng Jiang 007; Yuanjing Liu; Jinkun Chen; Xin Sun; Jinglei Tao (ICPR (3), 2024)

Long-form evaluation of model editing. - Domenic Rosati; Robie Gonzales; Jinkun Chen; Xuemin Yu; Melis Erkan; Yahya Kayani; Satya Deepika Chavatapalli; Frank Rudzicz; Hassan Sajjad 001 (NAACL-HLT, 2024)

A four-stage branch local search algorithm for minimal test cost attribute reduction based on the set covering. - Haoran Su; Jinkun Chen; Yaojin Lin (Appl. Soft Comput., 2024)

Contrastive Augmentation: An Unsupervised Learning Approach for Keyword Spotting in Speech Technology. - Weinan Dai; Yifeng Jiang 007; Yuanjing Liu; Jinkun Chen; Xin Sun; Jinglei Tao (CoRR, 2024)

Maritime tracking data analysis and integration with AISdb. - Gabriel Spadon; Jay Kumar; Jinkun Chen; Matthew Smith; Casey Hilliard; Sarah Vela; Romina Gehrmann; Claudio DiBacco; Stan Matwin; Ronald Pelot (SoftwareX, 2024)

Label Distribution Learning Based on Horizontal and Vertical Mining of Label Correlations. - Yaojin Lin; Yulin Li; Chenxi Wang 002; Lei Guo 020; Jinkun Chen (IEEE Trans. Big Data, 2024)

Mutable hierarchy feature selection based on generalized fuzzy rough sets. - Zilong Lin 002; Yaojin Lin; Chenxi Wang 002; Jinkun Chen (Appl. Soft Comput., 2025)

Feature selection considering synergy between features based on soft neighborhood rough sets. - Lubin Chen; Jinkun Chen; Yaojin Lin (Eng. Appl. Artif. Intell., 2025)

Addressing Correlated Latent Exogenous Variables in Debiased Recommender Systems. - Shuqiang Zhang; Yuchao Zhang; Jinkun Chen; Haochen Sui (CoRR, 2025)

TPFS: A three-phase heuristic feature selection algorithm for large-scale sample datasets. - Haoran Su; Jinkun Chen (Pattern Recognit., 2026)