Integrating biological and machine intelligence: Attention mechanisms in brain-computer interfaces.

Jiyuan Wang Jiyuan Wang 0001 Beijing Jiaotong University, School of Computer and Information Technology, Beijing, China https://orcid.org/0009-0000-0895-4835 https://www.wikidata.org/entity/Q131167192

Jiyuan Wang Weishan Ye Jialin He Li Zhang 0041 Gan Huang Zhuliang Yu Zhen Liang Integrating biological and machine intelligence: Attention mechanisms in brain-computer interfaces. 103417 2026 125 Inf. Fusion https://doi.org/10.1016/j.inffus.2025.103417 db/journals/inffus/inffus125.html#WangYHZHYL26 streams/journals/inffus

Xiuyuan Zhao Jingyi Liu Ying Wang Jiyuan Wang CryptoMamba-SSM: Linear Complexity State Space Models for Cryptocurrency Volatility Prediction. 226-243 2026 7 IEEE Open J. Comput. Soc. https://doi.org/10.1109/OJCS.2026.3651226 db/journals/ojcomps/ojcomps7.html#ZhaoLWW26 streams/journals/ojcomps

Runxuan Liu Xianhao Ou Xinyan Ma Jiyuan Wang Jiafeng Liang Jiaqi Li 0004 Tao He 0014 Zheng Chu Rongchuan Mu Zekun Wang 0001 Baoxin Wang Dayong Wu Ming Liu 0007 Shijin Wang 0001 Guoping Hu Bing Qin 0001 Graph Reasoning Paradigm: Structured and Symbolic Reasoning with Topology-Aware Reinforcement Learning for Large Language Models. 2026 January abs/2601.12995 CoRR https://doi.org/10.48550/arXiv.2601.12995 db/journals/corr/corr2601.html#abs-2601-12995 streams/journals/corr

Baiyu Pan Daqin Luo Junpeng Yang Jiyuan Wang Yixuan Zhang Hailin Shi Jichao Jiao Thinker: A vision-language foundation model for embodied intelligence. 2026 January abs/2601.21199 CoRR https://doi.org/10.48550/arXiv.2601.21199 db/journals/corr/corr2601.html#abs-2601-21199 streams/journals/corr

John Zhuoyang Ye Jiyuan Wang Yifan Qiao Jens Palsberg HALO: A Fine-Grained Resource Sharing Quantum Operating System. 2026 February abs/2602.07191 CoRR https://doi.org/10.48550/arXiv.2602.07191 db/journals/corr/corr2602.html#abs-2602-07191 streams/journals/corr

Fangmei Liu Jiyuan Wang Qiuwen Zhang ResNet-Driven Joint Decision-Making for VVC Optimization via Gradient Search. 107442-107454 2025 13 IEEE Access https://doi.org/10.1109/ACCESS.2025.3580894 db/journals/access/access13.html#LiuWZ25 streams/journals/access

Jiyuan Wang Jingyi Liu Wenxia Zheng Yao Ge Temporal Heterogeneous Graph Contrastive Learning for Fraud Detection in Credit Card Transactions. 145754-145771 2025 13 IEEE Access https://doi.org/10.1109/ACCESS.2025.3599787 db/journals/access/access13.html#WangLZG25 streams/journals/access

Haijian Zhang Yao Ge Xiuyuan Zhao Jiyuan Wang Hierarchical Deep Reinforcement Learning for Multi-Objective Integrated Circuit Physical Layout Optimization With Congestion-Aware Reward Shaping. 162533-162551 2025 13 IEEE Access https://doi.org/10.1109/ACCESS.2025.3610615 db/journals/access/access13.html#ZhangGZW25 streams/journals/access

Yao Ge Ying Wang Jingyi Liu Jiyuan Wang GAN-Enhanced Implied Volatility Surface Reconstruction for Option Pricing Error Mitigation. 176770-176787 2025 13 IEEE Access https://doi.org/10.1109/ACCESS.2025.3619553 db/journals/access/access13.html#GeWLW25 streams/journals/access

Jingyi Liu Jiyuan Wang Han Lin Coordinated Physics-Informed Multi-Agent Reinforcement Learning for Risk-Aware Supply Chain Optimization. 190980-190993 2025 13 IEEE Access https://doi.org/10.1109/ACCESS.2025.3629716 db/journals/access/access13.html#LiuWL25b streams/journals/access

Chanjuan Wang Huilan Luo Jiyuan Wang Daniel Groom ReUNet: Efficient deep learning for precise ore segmentation in mineral processing. 105773 2025 195 Comput. Geosci. https://doi.org/10.1016/j.cageo.2024.105773 db/journals/gandc/gandc195.html#WangLWG25 streams/journals/gandc

Jiyuan Wang Huilan Luo APT: A Simple Adapter for Reusing RGB Video Transformers in Compressed Video Action Recognition. 1369-1382 2025 35 Int. J. Softw. Eng. Knowl. Eng. 9 https://doi.org/10.1142/s021819402550041x db/journals/ijseke/ijseke35.html#WangL25 streams/journals/ijseke

Jialei Cao Wenxia Zheng Yao Ge Jiyuan Wang DriftShield: Autonomous Fraud Detection via Actor-Critic Reinforcement Learning With Dynamic Feature Reweighting. 1166-1177 2025 6 IEEE Open J. Comput. Soc. https://doi.org/10.1109/OJCS.2025.3587001 db/journals/ojcomps/ojcomps6.html#CaoZGW25 streams/journals/ojcomps

Jiyuan Wang Yuxin Qiu Ben Limpanukorn Hong Jin Kang Qian Zhang 0020 Miryung Kim DuoReduce: Bug Isolation for Multi-layer Extensible Compilation. 647-667 2025 2 Proc. ACM Softw. Eng. FSE https://doi.org/10.1145/3715747 db/journals/pacmse/pacmse2.html#WangQLKZK25 streams/journals/pacmse

Jiyuan Wang Yutong Tan Bingying Jiang Bi Wu Wenhe Liu Dynamic Marketing Uplift Modeling: A Symmetry-Preserving Framework Integrating Causal Forests with Deep Reinforcement Learning for Personalized Intervention Strategies. 610 2025 17 Symmetry 4 https://doi.org/10.3390/sym17040610 db/journals/symmetry/symmetry17.html#WangTJWL25 streams/journals/symmetry

Jiyuan Wang Haijian Zhang Bi Wu 0003 Wenhe Liu Symmetry-Guided Electric Vehicles Energy Consumption Optimization Based on Driver Behavior and Environmental Factors: A Reinforcement Learning Approach. 930 2025 17 Symmetry 6 https://doi.org/10.3390/sym17060930 db/journals/symmetry/symmetry17.html#WangZWL25 streams/journals/symmetry

Shixin Jiang Jiafeng Liang Jiyuan Wang Xuan Dong Heng Chang Weijiang Yu Jinhua Du Ming Liu 0004 Bing Qin 0001 From Specific-MLLMs to Omni-MLLMs: A Survey on MLLMs Aligned with Multi-modalities. 8617-8652 2025 ACL (Findings) https://doi.org/10.18653/v1/2025.findings-acl.453 https://aclanthology.org/2025.findings-acl.453/ conf/acl/2025f db/conf/acl/acl2025f.html#JiangLWDCYD0025 Ben Limpanukorn Jiyuan Wang Hong Jin Kang Eric Zitong Zhou Miryung Kim Fuzzing MLIR Compilers with Custom Mutation Synthesis. 217-229 2025 ICSE https://doi.org/10.1109/ICSE55347.2025.00037 conf/icse/2025 db/conf/icse/icse2025.html#LimpanukornWKZK25

Jiyuan Wang Weishan Ye Jialin He Li Zhang 0041 Gan Huang Zhuliang Yu Zhen Liang Integrating Biological and Machine Intelligence: Attention Mechanisms in Brain-Computer Interfaces. 2025 February abs/2502.19281 CoRR https://doi.org/10.48550/arXiv.2502.19281 db/journals/corr/corr2502.html#abs-2502-19281 streams/journals/corr

Jiyuan Wang Li Zhang Haipeng Lin Qile Liu Gan Huang Ziyu Li Zhen Liang Xia Wu NeuroCLIP: Brain-Inspired Prompt Tuning for EEG-to-Image Multimodal Contrastive Learning. 2025 November abs/2511.09250 CoRR https://doi.org/10.48550/arXiv.2511.09250 db/journals/corr/corr2511.html#abs-2511-09250 streams/journals/corr

Zitong Zhou Ben Limpanukorn Hong Jin Kang Jiyuan Wang Yaoxuan Wu Ákos Kiss 0001 Renáta Hodován Miryung Kim Targeted Testing of Compiler Optimizations via Grammar-Level Composition Styles. 2025 December abs/2512.04344 CoRR https://doi.org/10.48550/arXiv.2512.04344 db/journals/corr/corr2512.html#abs-2512-04344 streams/journals/corr

Yishan Chen 0001 Shumei Ye Jie Wu Wei Li 0078 Jiyuan Wang Low-latency intelligent service combination caching strategy with density peak clustering algorithm in vehicle edge computing. 110761 2024 254 Comput. Networks https://doi.org/10.1016/j.comnet.2024.110761 db/journals/cn/cn254.html#ChenYWLW24 streams/journals/cn

Qile Liu Zhihao Zhou Jiyuan Wang Zhen Liang Joint Contrastive Learning with Feature Alignment for Cross-Corpus EEG-based Emotion Recognition. 2024 abs/2404.09559 CoRR https://doi.org/10.48550/arXiv.2404.09559 db/journals/corr/corr2404.html#abs-2404-09559

Ben Limpanukorn Jiyuan Wang Hong Jin Kang Eric Zitong Zhou Miryung Kim Fuzzing MLIR by Synthesizing Custom Mutations. 2024 abs/2404.16947 CoRR https://doi.org/10.48550/arXiv.2404.16947 db/journals/corr/corr2404.html#abs-2404-16947

Zhihao Zhou Qile Liu Jiyuan Wang Zhen Liang Emotion-Agent: Unsupervised Deep Reinforcement Learning with Distribution-Prototype Reward for Continuous Emotional EEG Analysis. 2024 abs/2408.12121 CoRR https://doi.org/10.48550/arXiv.2408.12121 db/journals/corr/corr2408.html#abs-2408-12121 streams/journals/corr

Jiyuan Wang Jason Teoh Muhammand Ali Gulza Qian Zhang 0020 Miryung Kim PerfGen: Automated Performance Benchmark Generation for Big Data Analytics. 2024 abs/2412.04687 CoRR https://doi.org/10.48550/arXiv.2412.04687 db/journals/corr/corr2412.html#abs-2412-04687 streams/journals/corr

Xueqin Zhang Jiyuan Wang Jinyu Xu Chunhua Gu Detection of Android Malware Based on Deep Forest and Feature Enhancement. 29344-29359 2023 11 IEEE Access https://doi.org/10.1109/ACCESS.2023.3260977 db/journals/access/access11.html#ZhangWXG23

Jiyuan Wang Qian Zhang 0020 Hongbo Rong Guoqing Harry Xu Miryung Kim Leveraging Hardware Probes and Optimizations for Accelerating Fuzz Testing of Heterogeneous Applications. 1101-1113 2023 ESEC/SIGSOFT FSE https://doi.org/10.1145/3611643.3616318 https://www.wikidata.org/entity/Q131126628 conf/sigsoft/2023 db/conf/sigsoft/fse2023.html#WangZRXK23

Xueqin Zhang Jiyuan Wang Shinan Zhu Dual Generative Adversarial Networks Based Unknown Encryption Ransomware Attack Detection. 900-913 2022 10 IEEE Access https://doi.org/10.1109/ACCESS.2021.3128024 https://www.wikidata.org/entity/Q121669140 db/journals/access/access10.html#ZhangWZ22

Jiyuan Wang Kaiyue Wang Xiangfang Yan Chanjuan Wang A Hybrid Learning Particle Swarm Optimization With Fuzzy Logic for Sentiment Classification Problems. 1-23 2022 January 16 Int. J. Cogn. Informatics Nat. Intell. 1 https://doi.org/10.4018/ijcini.314782 db/journals/ijcini/ijcini16.html#WangWYW22 streams/journals/ijcini

Qian Zhang 0020 Jiyuan Wang Guoqing Harry Xu Miryung Kim HeteroGen: transpiling C to heterogeneous HLS code with automated test generation and program repair. 1017-1029 2022 ASPLOS https://doi.org/10.1145/3503222.3507748 conf/asplos/2022 db/conf/asplos/asplos2022.html#ZhangWXK22

Jiyuan Wang Hanqing Zou Shaokun Sun Wenqian Xu Jie Jin Support Vector Machine Parameter Optimization for Positron Emission Tomography Images for Estimation of Recurrent Laryngeal Nerve Injury with Thyroid Nodules. 2553244:1-2553244:8 2021 2021 Sci. Program. https://doi.org/10.1155/2021/2553244 db/journals/sp/sp2021.html#WangZSXJ21

Jiyuan Wang Hanqing Zou Shaokun Sun Wenqian Xu Jie Jin Edge Segmentation Algorithm-Based Prevention of Recurrent Laryngeal Nerve Injury in Treatment of Thyroid Nodules Using Ultrasound Images. 6583110:1-6583110:7 2021 2021 Sci. Program. https://doi.org/10.1155/2021/6583110 db/journals/sp/sp2021.html#WangZSXJ21a

Qian Zhang 0020 Jiyuan Wang Muhammad Ali Gulzar Rohan Padhye Miryung Kim Efficient Fuzz Testing for Apache Spark Using Framework Abstraction. 61-64 2021 ICSE (Companion Volume) https://doi.org/10.1109/ICSE-Companion52605.2021.00036 https://www.wikidata.org/entity/Q131111883 conf/icse/2021c db/conf/icse/icse2021c.html#ZhangWGPK21 Jiyuan Wang Fuchen Ma Yu Jiang 0001 Poster: Fuzz Testing of Quantum Program. 466-469 2021 ICST https://doi.org/10.1109/ICST49551.2021.00061 conf/icst/2021 db/conf/icst/icst2021.html#WangM021 Jiyuan Wang Qian Zhang 0020 Guoqing Harry Xu Miryung Kim QDiff: Differential Testing of Quantum Software Stacks. 692-704 2021 ASE https://doi.org/10.1109/ASE51524.2021.9678792 https://www.wikidata.org/entity/Q130922945 conf/kbse/2021 db/conf/kbse/ase2021.html#WangZXK21 Qian Zhang 0020 Jiyuan Wang Miryung Kim HeteroFuzz: fuzz testing to detect platform dependent divergence for heterogeneous applications. 242-254 2021 ESEC/SIGSOFT FSE https://doi.org/10.1145/3468264.3468610 conf/sigsoft/2021 db/conf/sigsoft/fse2021.html#ZhangWK21 Jiyuan Wang Zichao Lin Zibin Feng Yu Lu 0001 Shijie Shi Recognition of rock images and quantification of oil content using deep residual neural networks. 60-65 2021 SPML https://doi.org/10.1145/3483207.3483217 conf/spml/2021 db/conf/spml/spml2021.html#WangLFLS21

Qian Zhang 0020 Jiyuan Wang Muhammad Ali Gulzar Rohan Padhye Miryung Kim Efficient Fuzz Testing for Apache Spark Using Framework Abstraction. 2021 abs/2103.05118 CoRR https://arxiv.org/abs/2103.05118 db/journals/corr/corr2103.html#abs-2103-05118

Qian Zhang 0020 Jiyuan Wang Muhammad Ali Gulzar Rohan Padhye Miryung Kim BigFuzz: Efficient Fuzz Testing for Data Analytics Using Framework Abstraction. 722-733 2020 ASE https://doi.org/10.1145/3324884.3416641 https://ieeexplore.ieee.org/document/9286115 https://www.wikidata.org/entity/Q131121096 conf/kbse/2020 db/conf/kbse/ase2020.html#ZhangWGPK20

Jiyuan Wang Ming Gao Yu Jiang 0001 Jian-Guang Lou Yue Gao 0002 Dongmei Zhang 0001 Jiaguang Sun 0001 QuanFuzz: Fuzz Testing of Quantum Program. 2018 abs/1810.10310 CoRR http://arxiv.org/abs/1810.10310 db/journals/corr/corr1810.html#abs-1810-10310

Seongmin Jeon Jiayin Qi Jiyuan Wang Do local consumers behave differently from visitors? An exploratory study in online group buying. 95-104 2017 25 Electron. Commer. Res. Appl. https://doi.org/10.1016/j.elerap.2017.08.004 db/journals/ecra/ecra25.html#JeonQW17

Jiyuan Wang Jiayin Qi Seongmin Jeon Xiangling Fu Are you a local or a visitor?: an exploratory study on consumer behavior in online group buying commerce. 25:1-25:7 2016 ICEC https://doi.org/10.1145/2971603.2971628 conf/ACMicec/2016 db/conf/ACMicec/icec2016.html#WangQJF16 Shuaipeng Li Geng Peng Jiyuan Wang Search queries based sales forecasting on Taobao. 223-228 2014 ICIS https://doi.org/10.1109/ICIS.2014.6912138 https://doi.ieeecomputersociety.org/10.1109/ICIS.2014.6912138 conf/ACISicis/2014 db/conf/ACISicis/ACISicis2014.html#LiPW14 Jiyuan Wang Geng Peng Wei Dai Prediction of online trade growth using search-ANFIS: Transactions on Taobao as examples. 2566-2571 2014 FUZZ-IEEE https://doi.org/10.1109/FUZZ-IEEE.2014.6891527 conf/fuzzIEEE/2014 db/conf/fuzzIEEE/fuzzIEEE2014.html#WangPD14 Chengpo Mu Chao Han Xianlei Zhang Jiyuan Wang A New Approach for Estimating the Infrared Radiative and Simulation. 233-236 2013 CyberC https://doi.org/10.1109/CyberC.2013.45 https://doi.ieeecomputersociety.org/10.1109/CyberC.2013.45 conf/cyberc/2013 db/conf/cyberc/cyberc2013.html#MuHZW13 Chengpo Mu Jiyuan Wang Zhijie Yuan Xianlei Zhang Chao Han The Research of the ATR System Based on Infrared Images and L-M BP Neural Network. 801-805 2013 ICIG https://doi.org/10.1109/ICIG.2013.162 https://doi.ieeecomputersociety.org/10.1109/ICIG.2013.162 conf/icig/2013 db/conf/icig/icig2013.html#MuWYZH13 Xiaojun Qi Jiyuan Wang A localized geometric-distortion resilient digital watermarking scheme using two kinds of complementary feature points. 1-4 2013 ICME Workshops https://doi.org/10.1109/ICMEW.2013.6618262 https://doi.ieeecomputersociety.org/10.1109/ICMEW.2013.6618262 conf/icmcs/2013w db/conf/icmcs/icmew2013.html#QiW13 Jialei Cao Heng Chang Yishan Chen 0001 Zheng Chu Wei Dai Xuan Dong Jinhua Du Zibin Feng Xiangling Fu Ming Gao Yue Gao 0002 Yao Ge Daniel Groom Chunhua Gu Muhammand Ali Gulza Muhammad Ali Gulzar Chao Han Jialin He Tao He 0014 Renáta Hodován Guoping Hu Gan Huang Seongmin Jeon Bingying Jiang Shixin Jiang Yu Jiang 0001 Jichao Jiao Jie Jin Hong Jin Kang Miryung Kim Ákos Kiss 0001 Jiaqi Li 0004 Shuaipeng Li Wei Li 0078 Ziyu Li Jiafeng Liang Zhen Liang Ben Limpanukorn Haipeng Lin Han Lin Zichao Lin Fangmei Liu Jingyi Liu Ming Liu 0004 Ming Liu 0007 Qile Liu Runxuan Liu Wenhe Liu Jian-Guang Lou Yu Lu 0001 Daqin Luo Huilan Luo Fuchen Ma Xinyan Ma Chengpo Mu Rongchuan Mu Xianhao Ou Rohan Padhye Jens Palsberg Baiyu Pan Geng Peng Jiayin Qi Xiaojun Qi Yifan Qiao Bing Qin 0001 Yuxin Qiu Hongbo Rong Hailin Shi Shijie Shi Jia-Guang Sun 0001Jiaguang Sun 0001 Shaokun Sun Yutong Tan Jason Teoh Baoxin Wang Chanjuan Wang Kaiyue Wang Shijin Wang 0001 Ying Wang Zekun Wang 0001 Bi Wu Bi Wu 0003 Dayong Wu Jie Wu Xia Wu Yaoxuan Wu Guoqing Harry Xu Jinyu Xu Wenqian Xu Xiangfang Yan Junpeng Yang John Zhuoyang Ye Shumei Ye Weishan Ye Weijiang Yu Zhu Liang YuZhuliang Yu Zhijie Yuan Dongmei Zhang 0001 Haijian Zhang Li Zhang Li Zhang 0041 Qian Zhang 0020 Qiuwen Zhang Xianlei Zhang Xueqin Zhang Yixuan Zhang Xiuyuan Zhao Wenxia Zheng Eric Zitong Zhou Zhihao Zhou Zitong Zhou Shinan Zhu Hanqing Zou