Jinkun Chen

56 papers A* 1A 3B 2Journal 43Unranked 7
YearRankTypeTitle / Venue / Authors
2026 J jnl
"I May Not Have Articulated Myself Clearly": Diagnosing Dynamic Instability in LLM Reasoning at Inference Time.
CoRR
Jinkun Chen, Fengxiang Cheng, Sijia Han, Vlado Keselj
2026 J jnl
Attribute-coverage-oriented cognitive learning approach: Fuzzy concept-based perspective for knowledge discovery.
Fuzzy Sets Syst.
Yidong Lin, Taoju Liang, Jinjin Li, Jinkun Chen
2026 J jnl
TPFS: A three-phase heuristic feature selection algorithm for large-scale sample datasets.
Pattern Recognit.
Haoran Su, Jinkun Chen
2026 A* conf
Unified Minimax Optimization Framework for Propensity Score Estimation in Debiased Recommendation.
AAAI
Chunyuan Zheng, Haocheng Yang, Jinkun Chen, Shufeng Zhang, Tianyu Xia
2025 — conf
Addressing Correlated Latent Exogenous Variables in Debiased Recommender Systems.
KDD (2)
Shuqiang Zhang, Yuchao Zhang, Jinkun Chen, Haochen Sui
2025 J jnl
Addressing Correlated Latent Exogenous Variables in Debiased Recommender Systems.
CoRR
Shuqiang Zhang, Yuchao Zhang, Jinkun Chen, Haochen Sui
2025 J jnl
Feature selection considering synergy between features based on soft neighborhood rough sets.
Eng. Appl. Artif. Intell.
Lubin Chen, Jinkun Chen, Yaojin Lin
2025 J jnl
Mutable hierarchy feature selection based on generalized fuzzy rough sets.
Appl. Soft Comput.
Zilong Lin, Yaojin Lin, Chenxi Wang, Jinkun Chen
2025 J jnl
Static Sandboxes Are Inadequate: Modeling Societal Complexity Requires Open-Ended Co-Evolution in LLM-Based Multi-Agent Simulations.
CoRR
Jinkun Chen, Sher Badshah, Xuemin Yu, Sijia Han
2024 J jnl
A four-stage branch local search algorithm for minimal test cost attribute reduction based on the set covering.
Appl. Soft Comput.
Haoran Su, Jinkun Chen, Yaojin Lin
2024 — conf
CAB-KWS : Contrastive Augmentation: An Unsupervised Learning Approach for Keyword Spotting in Speech Technology.
ICPR (3)
Weinan Dai, Yifeng Jiang, Yuanjing Liu, Jinkun Chen, Xin Sun, Jinglei Tao
2024 J jnl
Contrastive Augmentation: An Unsupervised Learning Approach for Keyword Spotting in Speech Technology.
CoRR
Weinan Dai, Yifeng Jiang, Yuanjing Liu, Jinkun Chen, Xin Sun, Jinglei Tao
2024 J jnl
Label Distribution Learning Based on Horizontal and Vertical Mining of Label Correlations.
IEEE Trans. Big Data
Yaojin Lin, Yulin Li, Chenxi Wang, Lei Guo, Jinkun Chen
2024 — conf
Long-form evaluation of model editing.
NAACL-HLT
Domenic Rosati, Robie Gonzales, Jinkun Chen, Xuemin Yu, Melis Erkan, Yahya Kayani, Satya Deepika Chavatapalli, Frank Rudzicz, Hassan Sajjad
2024 J jnl
Long-form evaluation of model editing.
CoRR
Domenic Rosati, Robie Gonzales, Jinkun Chen, Xuemin Yu, Melis Erkan, Yahya Kayani, Satya Deepika Chavatapalli, Frank Rudzicz, Hassan Sajjad
2024 J jnl
Maritime Tracking Data Analysis and Integration with AISdb.
CoRR
Gabriel Spadon, Jay Kumar, Jinkun Chen, Matthew Smith, Casey Hilliard, Sarah Vela, Romina Gehrmann, Claudio DiBacco, Stan Matwin, Ronald Pelot
2024 J jnl
Maritime tracking data analysis and integration with AISdb.
SoftwareX
Gabriel Spadon, Jay Kumar, Jinkun Chen, Matthew Smith, Casey Hilliard, Sarah Vela, Romina Gehrmann, Claudio DiBacco, Stan Matwin, Ronald Pelot
2023 J jnl
Frequency Agile Anti-Interference Technology Based on Reinforcement Learning Using Long Short-Term Memory and Multi-Layer Historical Information Observation.
Remote. Sens.
Weihao Shi, Shanhong Guo, Xiaoyu Cong, Weixing Sheng, Jing Yan, Jinkun Chen
2023 J jnl
Local double quantitative fuzzy rough sets over two universes.
Appl. Soft Comput.
Guoping Lin, Linlin Xie, Jinjin Li, Jinkun Chen, Yi Kou
2023 J jnl
Semantic-gap-oriented feature selection in hierarchical classification learning.
Inf. Sci.
Haoyang Liu, Yaojin Lin, Chenxi Wang, Lei Guo, Jinkun Chen
2022 J jnl
A Spectral Feature Selection Approach With Kernelized Fuzzy Rough Sets.
IEEE Trans. Fuzzy Syst.
Jinkun Chen, Yaojin Lin, Jusheng Mi, Shaozi Li, Weiping Ding
2022 A conf
Bring dialogue-context into RNN-T for streaming ASR.
INTERSPEECH
Junfeng Hou, Jinkun Chen, Wanyu Li, Yufeng Tang, Jun Zhang, Zejun Ma
2022 J jnl
Multi-label causal feature selection based on neighbourhood mutual information.
Int. J. Mach. Learn. Cybern.
Jie Wang, Yaojin Lin, Longzhu Li, Yun-an Wang, Meiyan Xu, Jinkun Chen
2021 J jnl
A new fuzzy multi-attribute group decision-making method with generalized maximal consistent block and its application in emergency management.
Knowl. Based Syst.
Yan Sun, Jusheng Mi, Jinkun Chen, Wen Liu
2021 J jnl
Attribute reduction in formal decision contexts and its application to finite topological spaces.
Int. J. Mach. Learn. Cybern.
Jinkun Chen, Jusheng Mi, Bin Xie, Yaojin Lin
2021 J jnl
Causality-based online streaming feature selection.
Concurr. Comput. Pract. Exp.
Longzhu Li, Yaojin Lin, Hong Zhao, Jinkun Chen, Shaozi Li
2021 A conf
HMM-Free Encoder Pre-Training for Streaming RNN Transducer.
Interspeech
Lu Huang, Jingyu Sun, Yufeng Tang, Junfeng Hou, Jinkun Chen, Jun Zhang, Zejun Ma
2021 J jnl
HMM-Free Encoder Pre-Training for Streaming RNN Transducer.
CoRR
Lu Huang, Jingyu Sun, Yufeng Tang, Junfeng Hou, Jinkun Chen, Jun Zhang, Zejun Ma
2021 J jnl
Kernelized fuzzy rough sets based online streaming feature selection for large-scale hierarchical classification.
Appl. Intell.
Shengxing Bai, Yaojin Lin, Yan Lv, Jinkun Chen, Chenxi Wang
2021 B conf
Transitive Halifax: An Activity-Based Search Engine for Bus Routes.
MDM
Jinkun Chen, Vinicius Monteiro de Lira, Fernando V. Paulovich, Amílcar Soares
2020 J jnl
A graph approach for fuzzy-rough feature selection.
Fuzzy Sets Syst.
Jinkun Chen, Jusheng Mi, Yaojin Lin
2020 J jnl
On-the-Fly Data Loader and Utterance-Level Aggregation for Speaker and Language Recognition.
IEEE ACM Trans. Audio Speech Lang. Process.
Weicheng Cai, Jinkun Chen, Jun Zhang, Ming Li
2019 J jnl
A fast attribute reduction method for large formal decision contexts.
Int. J. Approx. Reason.
Jinkun Chen, Ju-Sheng Mi, Bin Xie, Yaojin Lin
2019 J jnl
Intuitionistic Fuzzy Rough Set-Based Granular Structures and Attribute Subset Selection.
IEEE Trans. Fuzzy Syst.
Anhui Tan, Wei-Zhi Wu, Yuhua Qian, Jiye Liang, Jinkun Chen, Jinjin Li
2018 J jnl
A graph approach for knowledge reduction in formal contexts.
Knowl. Based Syst.
Jinkun Chen, Ju-Sheng Mi, Yaojin Lin
2018 A conf
Analysis of Length Normalization in End-to-End Speaker Verification System.
INTERSPEECH
Weicheng Cai, Jinkun Chen, Ming Li
2018 J jnl
Analysis of Length Normalization in End-to-End Speaker Verification System.
CoRR
Weicheng Cai, Jinkun Chen, Ming Li
2018 J jnl
Attribute reduction for multi-label learning with fuzzy rough set.
Knowl. Based Syst.
Yaojin Lin, Yuwen Li, Chenxi Wang, Jinkun Chen
2018 — conf
End-to-end Language Identification using NetFV and NetVLAD.
ISCSLP
Jinkun Chen, Weicheng Cai, Danwei Cai, Zexin Cai, Haibin Zhong, Ming Li
2018 J jnl
End-to-end Language Identification using NetFV and NetVLAD.
CoRR
Jinkun Chen, Weicheng Cai, Danwei Cai, Zexin Cai, Haibin Zhong, Ming Li
2018 — conf
Exploring the Encoding Layer and Loss Function in End-to-End Speaker and Language Recognition System.
Odyssey
Weicheng Cai, Jinkun Chen, Ming Li
2018 J jnl
Exploring the Encoding Layer and Loss Function in End-to-End Speaker and Language Recognition System.
CoRR
Weicheng Cai, Jinkun Chen, Ming Li
2018 J jnl
Synthesizing decision rules from multiple information sources: a neighborhood granulation viewpoint.
Int. J. Mach. Learn. Cybern.
Yaojin Lin, Huihuang Chen, Guoping Lin, Jinkun Chen, Zhouming Ma, Jinjin Li
2018 — conf
The Sogou-TIIC Speech Translation System for IWSLT 2018.
IWSLT
Yuguang Wang, Liangliang Shi, Linyu Wei, Weifeng Zhu, Jinkun Chen, Zhichao Wang, Shixue Wen, Wei Chen, Yanfeng Wang, Jia Jia
2017 J jnl
Attribute reduction of covering decision systems by hypergraph model.
Knowl. Based Syst.
Jinkun Chen, Yaojin Lin, Guoping Lin, Jinjin Li, Yan-Lan Zhang
2017 B conf
Automatic emotional spoken language text corpus construction from written dialogs in fictions.
ACII
Jinkun Chen, Cong Liu, Ming Li
2016 J jnl
A rough set method for the minimum vertex cover problem of graphs.
Appl. Soft Comput.
Jinkun Chen, Yaojin Lin, Jinjin Li, Guoping Lin, Zhouming Ma, Anhui Tan
2016 J jnl
Multi-label feature selection based on neighborhood mutual information.
Appl. Soft Comput.
Yaojin Lin, Qinghua Hu, Jinghua Liu, Jinkun Chen, Jie Duan
2016 — conf
The SYSU System for CCPR 2016 Multimodal Emotion Recognition Challenge.
CCPR (2)
Gaoyuan He, Jinkun Chen, Xuebo Liu, Ming Li
2015 J jnl
Relations of reduction between covering generalized rough sets and concept lattices.
Inf. Sci.
Jinkun Chen, Jinjin Li, Yaojin Lin, Guoping Lin, Zhouming Ma
2015 J jnl
The relationship between attribute reducts in rough sets and minimal vertex covers of graphs.
Inf. Sci.
Jinkun Chen, Yaojin Lin, Guoping Lin, Jinjin Li, Zhouming Ma
2014 J jnl
A new nearest neighbor classifier via fusing neighborhood information.
Neurocomputing
Yaojin Lin, Jinjin Li, Menglei Lin, Jinkun Chen
2014 J jnl
Feature selection via neighborhood multi-granulation fusion.
Knowl. Based Syst.
Yaojin Lin, Jinjin Li, Peirong Lin, Guoping Lin, Jinkun Chen
2013 J jnl
Computing connected components of simple undirected graphs based on generalized rough sets.
Knowl. Based Syst.
Jinkun Chen, Jinjin Li, Yaojin Lin
2013 J jnl
On the structure of definable sets in covering approximation spaces.
Int. J. Mach. Learn. Cybern.
Jinkun Chen, Jinjin Li, Yaojin Lin
2012 J jnl
An application of rough sets to graph theory.
Inf. Sci.
Jinkun Chen, Jinjin Li