MDCNN: A multimodal dual-CNN recursive model for fake news detection via audio- and text-based speech emotion recognition.

Huaxiang Zhang Hua-Xiang Zhang Hua Xiang Zhang Huaxiang Zhang 0001 张化祥 Shandong Normal University, School of Information Science and Engineering, Jinan, China https://orcid.org/0000-0001-6259-7533 https://orcid.org/0000-0002-7689-136X https://www.wikidata.org/entity/Q130870097 Huaxiang Zhang 0002 Fudan University, Academy for Engineering and Technology, China https://orcid.org/0009-0002-4175-7547

Hongchen Wu Hongxuan Li Xiaochang Fang Mengqi Tang Hongzhu Yu Bing Yu Meng Li Zhaorong Jing Yihong Meng Wei Chen Yu Liu Chenfei Sun Shuang Gao Huaxiang Zhang MDCNN: A multimodal dual-CNN recursive model for fake news detection via audio- and text-based speech emotion recognition. 103313 2025 175 Speech Commun. https://doi.org/10.1016/j.specom.2025.103313 db/journals/speech/speech175.html#WuLFTYYLJMCLSGZ25 streams/journals/speech

Jing Meng Zhenfang Zhu Jiangtao Qi Huaxiang Zhang DRSS: a multimodal sentiment analysis approach based on dual representation and self-supervised learning strategy. 58 2025 January 81 J. Supercomput. 1 https://doi.org/10.1007/s11227-024-06524-9 db/journals/tjs/tjs81.html#MengZQZ25 streams/journals/tjs

Xiangyu Shui Zhenfang Zhu Yun Liu Hongli Pei Kefeng Li Huaxiang Zhang Text-to-image person retrieval with implicit relation alignment and contrastive learning. 1068 2025 June 81 J. Supercomput. 9 https://doi.org/10.1007/s11227-025-07568-1 db/journals/tjs/tjs81.html#ShuiZLPLZ25 streams/journals/tjs

Hao Du Huaxiang Zhang Bin Yin Li Liu Hengchang Wang Unsupervised Multi-level Semantic Fusion-Driven Hashing for Cross-Modal Retrieval. PRCV (2) 2025 329-344 conf/prcv/2025-2 https://doi.org/10.1007/978-981-95-5693-9_23 db/conf/prcv/prcv2025-2.html#DuZYLW25 streams/conf/prcv Hengchang Wang Li Liu Huaxiang Zhang Xinfeng Dong Hao Du Bidirectional Multimodal Knowledge Augmentation with Sparse Representation for Image-Text Retrieval. SMC 2025 635-640 conf/smc/2025 https://doi.org/10.1109/SMC58881.2025.11343217 db/conf/smc/smc2025.html#WangLZDD25 streams/conf/smc Hao Du Li Liu Huaxiang Zhang Xu Lu Hengchang Wang Multi-Granularity Semantic Association Learning for Cross-modal Hashing Retrieval. SMC 2025 641-647 conf/smc/2025 https://doi.org/10.1109/SMC58881.2025.11342882 db/conf/smc/smc2025.html#DuLZLW25 streams/conf/smc

Xiangyu Shui Zhenfang Zhu Yun Liu Hongli Pei Kefeng Li Huaxiang Zhang Bridging the gap: dual perception attention and local-global similarity fusion for cross-modal image-text matching. 72043-72062 2024 August 83 Multim. Tools Appl. 28 https://doi.org/10.1007/s11042-024-18431-5 https://www.wikidata.org/entity/Q128692633 db/journals/mta/mta83.html#ShuiZLPLZ24 streams/journals/mta

Hongbin Qiu Yong Chen Huaxiang Zhang Wenchao Yi Yingde Li Evolutionary digital twin model with an agent-based discrete-event simulation method. 6178-6194 2023 March 53 Appl. Intell. 6 https://doi.org/10.1007/s10489-022-03507-2 db/journals/apin/apin53.html#QiuCZYL23

Huaxiang Zhang Mingfang Li RWO-Sampling: A random walk over-sampling approach to imbalanced data classification. 99-116 2014 20 Inf. Fusion https://doi.org/10.1016/j.inffus.2013.12.003 db/journals/inffus/inffus20.html#ZhangL14

Xiaoqin Wang Huaxiang Zhang Handling Class Imbalance Problems via Weighted BP Algorithm. 713-720 2009 ADMA https://doi.org/10.1007/978-3-642-03348-3_75 conf/adma/2009 db/conf/adma/adma2009.html#WangZ09 Xin Zhou Huaxiang Zhang An Algorithm of Text Categorization Based on Similar Rough Set and Fuzzy Cognitive Map. 127-131 2008 FSKD (3) https://doi.org/10.1109/FSKD.2008.338 https://doi.ieeecomputersociety.org/10.1109/FSKD.2008.338 conf/fskd/2008-3 db/conf/fskd/fskd2008-3.html#ZhouZ08 Bing Chen Huaxiang Zhang An Approach of Multiple Classifiers Ensemble Based on Feature Selection. 390-394 2008 FSKD (2) https://doi.org/10.1109/FSKD.2008.397 https://doi.ieeecomputersociety.org/10.1109/FSKD.2008.397 conf/fskd/2008-2 db/conf/fskd/fskd2008-2.html#ChenZ08 Huaxiang Zhang Shangteng Huang An Incremental Approach to Link Evaluation in Topic-Driven Web Resource Discovery. 301-310 2005 conf/aaim/2005 AAIM https://doi.org/10.1007/11496199_33 db/conf/aaim/aaim2005.html#ZhangH05a

Huaxiang Zhang Shangteng Huang Convergent gradient ascent with momentum in general-sum games. 449-454 2004 61 Neurocomputing https://doi.org/10.1016/j.neucom.2004.04.003 db/journals/ijon/ijon61.html#ZhangH04

Huaxiang Zhang Shangteng Huang Merging Individually Learned Optimal Results to Accelerate Coordination. 628-633 https://doi.org/10.1007/978-3-540-27772-9_64 2004 conf/waim/2004 WAIM db/conf/waim/waim2004.html#ZhangH04 Bing Chen Wei Chen Yong Chen Xinfeng Dong Hao Du Xiaochang Fang Shuang Gao Shangteng Huang Zhaorong Jing Hongxuan Li Kefeng Li Meng Li Mingfang Li Yingde Li Li Liu Yu Liu Yun Liu Xu Lu Jing Meng Yihong Meng Hongli Pei Jiangtao Qi Hongbin Qiu Xiangyu Shui Chenfei Sun Mengqi Tang Hengchang Wang Xiaoqin Wang Hongchen Wu Wenchao Yi Bin Yin Bing Yu Hongzhu Yu Xin Zhou Zhenfang Zhu