Modifying SwinTextSpotter for Vietnamese Scene Text Spotting.

Lianxi Wang 0001 Lian-xi Wang 0001 Guangdong University of Foreign Studies, School of Information Science and Technology, China Sun Yat-Sen University, School of Information Management, Guangzhou, China https://orcid.org/0000-0002-6746-6476 Lianxi Wang Lianxi Wang 0002 Ningxia Key Laboratory for Meteorological Disaster Prevention and Reduction, Yinchuan, China Lian-xi Wang

Yimin Wen Wenhui Huang Ruiqi Tian Liyu Jiang Lianxi Wang 0001 Vinh Loc Cu Modifying SwinTextSpotter for Vietnamese Scene Text Spotting. 2026 244-267 8 Data Intell. 1 https://doi.org/10.3724/2096-7004.di.2025.0127 db/journals/dint/dint8.html#WenHTJWC26 streams/journals/dint

Bowen Ruan Hongyan Wu Yitong Han Shengyi Jiang Lianxi Wang 0001 Nankai Lin DISCERN: Chain-of-Thought-Augmented Syntactic-based In-Context Learning for Chinese Semantic Error Detection. 2026 20250117 8 Data Intell. 2 https://doi.org/10.3724/2096-7004.di.2025.0117 db/journals/dint/dint8.html#RuanWHJWL26 streams/journals/dint

Hongyan Wu Nankai Lin Shengyi Jiang Lianxi Wang 0001 Advancing LLMs for Chinese semantic error correction: Example selection and re-scoring. 2026 131925 319 Expert Syst. Appl. https://doi.org/10.1016/j.eswa.2026.131925 db/journals/eswa/eswa319.html#WuLJW26 streams/journals/eswa

Xinfeng Liao Xuanqi Chen Lianxi Wang 0001 Ziying Rong Jiahuan Yang Jie Li Zhuowei Chen Feature-level enhanced syntactic-semantic graph networks via optimal transport for aspect-based sentiment analysis. 2026 December 212 68 Knowl. Inf. Syst. 1 https://doi.org/10.1007/s10115-026-02826-x db/journals/kais/kais68.html#LiaoCWRYLC26 streams/journals/kais

Xuanqi Chen Ziying Rong Xinfeng Liao Lianxi Wang 0001 Ying Gao Shengyi Jiang TRAC: Token-level Reward Assignment for Coherent Abstractive Summarization. 37563-37578 2026 ACL (Findings) https://doi.org/10.18653/v1/2026.findings-acl.1873 https://aclanthology.org/2026.findings-acl.1873/ conf/acl/2026f db/conf/acl/acl2026f.html#ChenRLWGJ26

Zizhao Chen Yuying Li Siting Lin Lianxi Wang 0001 Efficient LLM Reasoning via Variational Posterior Guidance with Efficiency Awareness. 2026 May abs/2605.11019 CoRR https://doi.org/10.48550/arXiv.2605.11019 db/journals/corr/corr2605.html#abs-2605-11019 streams/journals/corr

Nankai Lin Hongyan Wu Aimin Yang 0002 Lianxi Wang 0001 Emotional classification in COVID-19: Analyzing Chinese microblogs with domain-adapted contrastive learning. 112812 2025 171 Appl. Soft Comput. https://doi.org/10.1016/j.asoc.2025.112812 db/journals/asc/asc171.html#LinWYW25 streams/journals/asc

Songxi Xu Lianxi Wang 0001 CLCO: Enhancing Chinese-Centric Low-Resource Machine Translation Through Domain-Specific Corpus Optimization. 466-471 2025 IEEE Big Data https://doi.org/10.1109/BigData66926.2025.11400842 conf/bigdataconf/2025 db/conf/bigdataconf/bigdataconf2025.html#XuW25 Hongyan Wu Nankai Lin Shengyi Jiang Lianxi Wang 0001 Aimin Yang 0002 Pseudo-label Data Construction Method and Syntax-enhanced Model for Chinese Semantic Error Recognition. 5391-5402 2025 COLING https://aclanthology.org/2025.coling-main.361/ conf/coling/2025 db/conf/coling/coling2025.html#WuLJ0Y25 Shengyi Jiang Yuting Su Xuming Li Nankai Lin Lixian Xiao Lianxi Wang 0001 Unraveling the Efficacy of In-Context Learning in Indonesian Grammatical Error Correction. 1704-1709 2025 CSCWD https://doi.org/10.1109/CSCWD64889.2025.11033420 conf/cscwd/2025 db/conf/cscwd/cscwd2025.html#JiangSLLX025 Xinfeng Liao Xuanqi Chen Lianxi Wang 0001 Jiahuan Yang Zhuowei Chen Ziying Rong OTESGN: Optimal Transport-Enhanced Syntactic-Semantic Graph Networks for Aspect-Based Sentiment Analysis. ICDM 2025 447-456 conf/icdm/2025 https://doi.org/10.1109/ICDM65498.2025.00052 db/conf/icdm/icdm2025.html#LiaoCWYCR25 streams/conf/icdm

Hongyan Wu Peijian Zeng Weixiong Zheng Lianxi Wang 0001 Nankai Lin Shengyi Jiang Aimin Yang 0002 CLASS: Enhancing Cross-Modal Text-Molecule Retrieval Performance and Training Efficiency. 2025 February abs/2502.11633 CoRR https://doi.org/10.48550/arXiv.2502.11633 db/journals/corr/corr2502.html#abs-2502-11633 streams/journals/corr

Xinfeng Liao Xuanqi Chen Lianxi Wang 0001 Jiahuan Yang Zhuowei Chen Ziying Rong OTESGN: Optimal Transport-Enhanced Syntactic-Semantic Graph Networks for Aspect-Based Sentiment Analysis. 2025 September abs/2509.08612 CoRR https://doi.org/10.48550/arXiv.2509.08612 db/journals/corr/corr2509.html#abs-2509-08612 streams/journals/corr

Zhuowei Chen Bowei Zhang Nankai Lin Tian Hou Lianxi Wang 0001 Unlocking LLM Safeguards for Low-Resource Languages via Reasoning and Alignment with Minimal Training Data. 2025 October abs/2510.10677 CoRR https://doi.org/10.48550/arXiv.2510.10677 db/journals/corr/corr2510.html#abs-2510-10677 streams/journals/corr

Nankai Lin Xiaotian Lin Yingwen Fu Shengyi Jiang Lianxi Wang 0001 A Chinese Grammatical Error Correction Model Based On Grammatical Generalization And Parameter Sharing. 1628-1636 2024 67 Comput. J. 5 https://doi.org/10.1093/comjnl/bxad087 db/journals/cj/cj67.html#LinLFJW24

Lianxi Wang 0001 Yujia Tian Zhuowei Chen Enhancing Hindi Feature Representation through Fusion of Dual-Script Word Embeddings. 5966-5976 2024 LREC/COLING https://aclanthology.org/2024.lrec-main.528 conf/coling/2024 db/conf/coling/coling2024.html#0001TC24 Zhuowei Chen Lianxi Wang 0001 Yuben Wu Xinfeng Liao Yujia Tian Junyang Zhong An Effective Deployment of Diffusion LM for Data Augmentation in Low-Resource Sentiment Classification. 1844-1856 2024 EMNLP https://doi.org/10.18653/v1/2024.emnlp-main.109 https://aclanthology.org/2024.emnlp-main.109 conf/emnlp/2024 db/conf/emnlp/emnlp2024.html#Chen0WLTZ24

Nankai Lin Hongyan Wu Zhengming Chen 0002 Zijian Li 0001 Lianxi Wang 0001 Shengyi Jiang Dong Zhou 0001 Aimin Yang 0002 HateDebias: On the Diversity and Variability of Hate Speech Debiasing. 2024 abs/2406.04876 CoRR https://doi.org/10.48550/arXiv.2406.04876 db/journals/corr/corr2406.html#abs-2406-04876

Zhuowei Chen Lianxi Wang 0001 Yuben Wu Xinfeng Liao Yujia Tian Junyang Zhong An Effective Deployment of Diffusion LM for Data Augmentation in Low-Resource Sentiment Classification. 2024 abs/2409.03203 CoRR https://doi.org/10.48550/arXiv.2409.03203 db/journals/corr/corr2409.html#abs-2409-03203 streams/journals/corr

Lianxi Wang 0001 Yubing Ke Feature selection considering interaction, redundancy and complementarity for outlier detection in categorical data. 110678 2023 275 Knowl. Based Syst. https://doi.org/10.1016/j.knosys.2023.110678 db/journals/kbs/kbs275.html#0001K23

Zhuowei Chen Yujia Tian Lianxi Wang 0001 Shengyi Jiang A Distantly-Supervised Relation Extraction Method Based on Selective Gate and Noise Correction. 159-174 2023 CCL https://doi.org/10.1007/978-981-99-6207-5_10 conf/cncl/2023 db/conf/cncl/ccl2023.html#ChenTWJ23 Haoyuan Bu Nankai Lin Lianxi Wang 0001 Shengyi Jiang Towards Malay Abbreviation Disambiguation: Corpus and Unsupervised Model. 67-81 2023 NLPCC (2) https://doi.org/10.1007/978-3-031-44696-2_6 conf/nlpcc/2023-2 db/conf/nlpcc/nlpcc2023-2.html#BuLWJ23

Nankai Lin Sihui Fu Xiaotian Lin Lianxi Wang 0001 Multi-label emotion classification based on adversarial multi-task learning. 103097 2022 59 Inf. Process. Manag. 6 https://doi.org/10.1016/j.ipm.2022.103097 db/journals/ipm/ipm59.html#LinFLW22

Yuanhe Tian Renze Lou Xiangyu Pang Lianxi Wang 0001 Shengyi Jiang Yan Song 0003 Improving English-Arabic Transliteration with Phonemic Memories. 3262-3272 2022 EMNLP (Findings) https://doi.org/10.18653/v1/2022.findings-emnlp.238 https://aclanthology.org/2022.findings-emnlp.238 conf/emnlp/2022f db/conf/emnlp/emnlp2022f.html#TianLPWJ022

Lianxi Wang 0001 Shengyi Jiang Siyu Jiang A feature selection method via analysis of relevance, redundancy, and interaction. 115365 2021 183 Expert Syst. Appl. https://doi.org/10.1016/j.eswa.2021.115365 db/journals/eswa/eswa183.html#WangJJ21

Lianxi Wang 0001 Xiaotian Lin Nankai Lin Multilingual China-Related News Identification Framework Based on Multiple Strategies. 510-523 2021 CLSW (1) https://doi.org/10.1007/978-3-031-06703-7_40 conf/clsw/2021-1 db/conf/clsw/clsw2021-1.html#WangLL21 Lianxi Wang 0001 Zhuolin Chen Nankai Lin Xixuan Huang An Interdisciplinary Literature Classifier Based on Multi-task Multi-label Learning. 183-188 2021 IALP https://doi.org/10.1109/IALP54817.2021.9675234 conf/ialp/2021 db/conf/ialp/ialp2021.html#WangCLH21 Xixuan Huang Nankai Lin Kexin Li Lianxi Wang 0001 Suifu Gan HinPLMs: Pre-trained Language Models for Hindi. 241-246 2021 IALP https://doi.org/10.1109/IALP54817.2021.9675194 conf/ialp/2021 db/conf/ialp/ialp2021.html#HuangLLWG21 Lianxi Wang 0001 Xiaotian Lin Nankai Lin Research on Pseudo-label Technology for Multi-label News Classification. 683-698 2021 ICDAR (2) https://doi.org/10.1007/978-3-030-86331-9_44 conf/icdar/2021-2 db/conf/icdar/icdar2021-2.html#WangLL21 Yingwen Fu Ziyu Yang Nankai Lin Lianxi Wang 0001 Feng Chen Sentiment Analysis for Spanish Tweets based on Continual Pre-training and Data Augmentation. 27-34 2021 IberLEF@SEPLN https://ceur-ws.org/Vol-2943/emoeval_paper2.pdf conf/sepln/2021iberlef db/conf/sepln/iberlef2021.html#FuYLWC21 Lianxi Wang 0001 Xiaotian Lin Nankai Lin Yingwen Fu Kaiying Wu Jiajun Wu 0010 Humor Analysis in Spanish Tweets with Multiple Strategies. 867-874 2021 IberLEF@SEPLN https://ceur-ws.org/Vol-2943/haha_paper8.pdf conf/sepln/2021iberlef db/conf/sepln/iberlef2021.html#WangLLFWW21

Xiaotian Lin Nankai Lin Kanoksak Wattanachote Shengyi Jiang Lianxi Wang 0001 Multilingual Text Classification for Dravidian Languages. 2021 abs/2112.01705 CoRR https://arxiv.org/abs/2112.01705 db/journals/corr/corr2112.html#abs-2112-01705

Sheng-Yi Jiang Lian-xi Wang 0001 Efficient feature selection based on correlation measure between continuous and discrete features. 203-215 2016 116 Inf. Process. Lett. 2 https://doi.org/10.1016/j.ipl.2015.07.005 db/journals/ipl/ipl116.html#JiangW16

Shengyi Jiang Lianxi Wang 0001 A clustering-based feature selection via feature separability. 927-937 2016 31 J. Intell. Fuzzy Syst. 2 https://doi.org/10.3233/JIFS-169022 db/journals/jifs/jifs31.html#JiangW16

Sheng-Yi Jiang Lian-xi Wang 0001 An Unsupervised Feature Selection Framework Based on Clustering. 339-350 2011 PAKDD Workshops https://doi.org/10.1007/978-3-642-28320-8_29 conf/pakdd/2011-w db/conf/pakdd/pakdd2011-w.html#JiangW11 Shengyi Jiang Lianxi Wang 0001 Unsupervised feature selection based on clustering. 263-270 2010 BIC-TA https://doi.org/10.1109/BICTA.2010.5645319 conf/bic-ta/2010 db/conf/bic-ta/bic-ta2010.html#JiangW10 Haoyuan Bu Feng Chen Xuanqi Chen Zhengming Chen 0002 Zhuolin Chen Zhuowei Chen Zizhao Chen Sihui Fu Yingwen Fu Suifu Gan Ying Gao Yitong Han Tian Hou Wenhui Huang Xixuan Huang Liyu Jiang Sheng-Yi Jiang Shengyi Jiang Siyu Jiang Yubing Ke Jie Li Kexin Li Xuming Li Yuying Li Zijian Li 0001 Xinfeng Liao Nankai Lin Siting Lin Xiaotian Lin Cu Vinh LocVinh Loc Cu Renze Lou Xiangyu Pang Ziying Rong Bowen Ruan Yan Song 0003 Yuting Su Ruiqi Tian Yuanhe Tian Yujia Tian Kanoksak Wattanachote Yimin Wen Hongyan Wu Jiajun Wu 0010 Kaiying Wu Yuben Wu Lixian Xiao Songxi Xu Aimin Yang 0002 Jiahuan Yang Ziyu Yang Peijian Zeng Bowei Zhang Weixiong Zheng Junyang Zhong Dong Zhou 0001