蒋斌，湖南邵阳人，教授，博士生导师，计算机工程系主任。

日本国东京工业大学工学博士、外国人特别研究员。CCF高级会员，ACM、IEEE会员，中国计算机学会大数据专家委员会（TFBD）专家委员，中国计算机学会协同计算专业委员会（TCCC）委员，中国计算机学会计算机应用专业委员会（TCAPP）委员，中国人工智能学会（CAAI）会员，教育部学位与研究生教育评估专家，北京市自然科学基金评审专家，湖南省科技咨询与评审专家，湖南省工业机器视觉工程技术研究中心专家指导委员，长沙市工业科技特派员，邵阳市人民政府科技经济顾问，株洲市网络安全和信息化专家。

通信地址：

湖南省长沙市岳麓区

湖南大学信息科学与工程学院（410082）

Email：

jiangbin@hnu.edu.cn

jiangbinedu@gmail.com

- 纵向科研课题 -

1. 湖南省自然科学基金项目：面向复杂环境的路面凹陷智能检测研究（项目编号：2021JJ30138）

2. 国家重点研发计划"网络协同制造和智能工厂"重点专项：退役产品智能拆解生产线关键技术及管控系统（项目编号：2020YFB1713003）

3. 国家自然科学基金面上项目：面向自然场景的高效智能感知研究（项目编号：62072169）

4. 长沙市重点研发计划项目：多模态工业大数据融合故障诊断算法关键技术研究（项目编号：KQ2004005）

5. 中国科学院网络数据科学与技术重点实验室开放课题：面向自然交互的多模态人机对话系统的研究（项目编号：CASNDST202001）

6. 长沙市科技计划重大专项：基于知识库和机器学习的大数据精准服务技术及其示范应用（项目编号： KQ1804008）

7. 国家自然科学基金面上项目：云环境下面向机器学习的新型加密机制研究（项目编号：61772191）

8. 国家863计划：行业应用市场分析和电磁计算软件研发（项目编号：2012AA01A301- 01）

9. 湖南省自然科学基金项目：城市计算中基于Brownian Agent的路径优化层级模型研究（项目编号：13JJ3049）

10. 湖南省科技计划：基于动态网民群体的网络热点问题预测研究（项目编号：2012FJ4131）

11. 中央高校交叉学科面上项目：基于Agent 复杂系统分布仿真平台中的关键技术研究（项目编号：531107040282）

12. 农业部项目：智能数字化沼气工程监测系统（项目编号：904209004）

13. 湖南大学基金项目：开放型信息安全综合工程实践平台（项目编号：521202046）

14. 国家自然科学基金面上项目：软件容错测量理论与技术研究（项目编号：60473031）

15. 国家发展与改革委员会项目：中国网上教育平台试点工程高等教育网上教育系统子项目

16. 国家自然科学基金面上项目：基于端系统的网络在线测量理论与方法研究（项目编号：60273070）

17. 国家绝密项目：非法VPN的发现和拦截（项目编号：2001-研2-04）

18. 国家自然科学基金面上项目：系统级故障诊断基础理论与算法研究（项目编号：69973016）

19. 教育部：虚拟实验室技术研究（项目编号：教育司[2000]65号）

- 横向科研课题 -

1. 湖南科瑞特科技有限公司：深度学习应用与开发平台

2. 长沙矿冶研究院有限责任公司：新疆阿舍勒铜矿数字矿山选矿MES系统

3. 长沙矿冶研究院有限责任公司：新能源材料2+1项目MES系统

4. 长沙矿冶研究院有限责任公司：长远锂科智能生产MES系统

5. 深信服信息科技有限公司：基于网络的游戏手柄设备级重定向合作项目

6. 智慧眼（湖南）科技发展有限公司：安检异常影像识别算法

7. 长沙凌波信息技术有限公司：电梯远程监控与综合服务平台系统

8. 湖南泰圣思网络有限公司：基于云架构的新媒体业务平台

9. 北京迪特卡得通信设备有限公司：遗传算法分配TD频率扰码功能

10. 深圳美亚通软件系统公司：浙江省联社国际结算系统（EBILLS6）

11. 湖南华信中广信息科技有限公司：防汛抢险新技术新材料推广多媒体展示系统

- 国际合作项目-

1. 日本国立科学研究助成项目：大規模社会シミュレーションのための創発的計算機構（Emergent Computational Institution for Large-ScaleSocial）项目（研究課題番号：20300055）

2. 日本国産業技術総合研究所平成20年度「サービス研究センター基盤整備事業」，「SCIM（Smart Customer Interaction Modeling）技術による顧客サービスの最適設計と生産性向上の実証」项目

- 教学改革项目 -

1. 教育部新工科研究与实践项目（大数据类）：基于超算平台的大数据新工科人才培养体系研究与实践

2. 教育部产学合作协同育人项目：面向新工科的大数据多方协同育人实践平台的研究与探索

3. 教育部产学合作协同育人项目：数据科学与大数据技术专业实践条件建设

4. 教育部产学合作协同育人项目：面向新工科的大数据信息化实验实训平台

5. 湖南省教学改革研究项目：小班讨论课全英语教学模式下学生创新能力训练

发表论文

- 2025-

1. Jianbo Zheng, Chao Yang(*), Tairui Zhang, Longbing Cao, Bin Jiang, Xuhui Fan, Xiao-Ming Wu, Xianxun Zhu. Dynamic Spectral Graph Anomaly Detection, Proc. of the 39th AAAI Conference on Artificial Intelligence (AAAI 2025), February 25 - March 4, 2025, Philadelphia, Pennsylvania, USA. (CCF A)(to appear)

2. Jianbo Zheng, Chao Yang(*), Tairui Zhang, Bin Jiang, Xuhui Fan, Xiao-Ming Wu, Haidong Shao. PeriodicMFD: A Periodic-based Framework for Multi-source Fault Diagnosis, IEEE Transactions on Transportation Electrification, 2025. DOI: 10.1109/TTE.2024.3525077. (SCI JCR 1#) [PDF]

3. Jianbo Zheng, Lida Huang, Tairui Zhang, Bin Jiang, Chao Yang. Subdomain Uncertainty Optimization for Cross-Speed Fault Diagnosis, Proc. of IEEE International Conference on Multimedia and Expo (ICASSP 2025), April 6- 11, 2025, Philadelphia, Pennsylvania, USA. (CCF B)(to appear)

- 2024-

1. Zhiyu Wang, Chao Yang, Bin Jiang, Junsong Yuan. A Dual Reinforcement Learning Framework for Weakly Supervised Phrase Grounding, IEEE Transactions on Multimedia, 2024, 26: 394-405. DOI: 10.1109/TMM.2023.3265816. (SCI JCR 1#) [PDF]

2. Qiao Li, Bin Jiang(*), Xiaochen Bo, Chao Yang, Xu Wu. DANet: A Domain Alignment Network for Low-Light Image Enhancement, Electronics, 2024, 13(15): 2954. DOI: 10.3390/electronics13152954. (SCI JCR 3#) [PDF]

3. Haotian Hu, Bin Jiang(*), Chao Yang, Xinjiao Zhou, Xiaofei Huo. ScribbleEditor: Guided Photo-realistic and Identity-preserving Image Editing with Interactive Scribble, Proc. of IEEE International Conference on Multimedia and Expo (ICME 2024), July 15-19, 2024, Marriott on the Falls, Niagara Falls, Canada. (CCF B)

4. Jianbo Zheng, Bin Jiang(*), Chao Yang. Proportional periodic sampling for cross-load bearing fault diagnosis, International Journal of Machine Learning and Cybernetics, 2024. DOI: 10.1007/s13042-024-02233-0. (SCI JCR 2#) [PDF]

5. Md. Yousuf Ali, Bin Jiang, Oindrila Chowdhury, Md. Harun-Ar-Rashid, M. Shamim Hossain, Khalid AlMutib. Cosine Modulated Filter Bank-Based Architecture for Extracting and Fusing Saliency Features, Expert Systems, 2024, 41(3): e13508. DOI: 10.1111/exsy.13508. (SCI JCR 2#) [PDF]

6. Bin Jiang(*), Renjun Wang, Jiawu Dai, Qiao Li, Weiyuan Zeng. FBGAN: Multi-Scale Feature Aggregation Combined with Boosting Strategy for Low-light Image Enhancement, Visual Computer, 2024, 40: 1745-1756. DOI: 10.1007/s00371-023-02883-1. (SCI JCR 2#) [PDF]

- 2023-

1. Zhiyu Wang, Chao Yang(*), Bin Jiang, Junsong Yuan. A Dual Reinforcement Learning Framework for Weakly Supervised Phrase Grounding, IEEE Transactions on Multimedia, 2023. DOI: 10.1109/TMM.2023. 3265816. (SCI JCR 1#) [PDF]

2. Xinjiao Zhou, Bin Jiang(*), Chao Yang, Xiaofei Huo, Haotian Hu. DF-CLIP: Towards Disentangled and Fine-grained Image Editing From Text, Proc. of IEEE International Conference on Multimedia and Expo (ICME 2023), July 10-14, 2023, Brisbane, Australia. DOI: 10.1109/ICME55011.2023.00106. (CCF B) [PDF]

3. Lin Sun, Chao Yang(*), Bin Jiang. DSP-Net: Diverse Structure Prior Network for Image Inpainting, Proc. of IEEE International Conference on Multimedia and Expo (ICME 2023), July 10-14, 2023, Brisbane, Australia. DOI: 10.1109/ICME55011.2023.00088. (CCF B) [PDF]

4. Minyu Sun, Bin Jiang(*), Chao Yang. Dynamic Dense-Sparse Representations for Real-Time Question Answering, Proc. of IEEE International Conference on Multimedia and Expo (ICME 2023), July 10-14, 2023, Brisbane, Australia. DOI: 10.1109/ICME55011.2023.00250. (CCF B) [PDF]

5. Bin Jiang(*), Weiyuang Zeng, Chao Yang, Renjun Wang, Bolin Zhang. DE-GAN: Text-to-Image Synthesis with Efficient Fusion Model, Multimedia Tools and Applications, 2023. DOI: 10.1007/s11042-023-16377-8. (SCI JCR 3#) [PDF]

6. Lin Sun, Bin Jiang(*), Chao Yang, Jiawu Dai, Weiyuan Zeng. RePGAN: Image Inpainting via Residual Partial Connection and Mask Discriminator, International Journal of Machine Learning and Cybernetics, 2023. DOI: 10.1007/s13042-023-01827-4. (SCI JCR 2#) [PDF]

7. Xiaofei Huo, Bin Jiang(*), Haotian Hu, Xinjiao Zhou, Bolin Zhang. OSAGGAN: One-Shot Unsupervised Image-to-Image Translation using Attention-Guided Generative Adversarial Networks, International Journal of Machine Learning and Cybernetics, 2023. DOI: 10.1007/s13042-023-01844-3. (SCI JCR 2#) [PDF]

8. Qun Zhang, Bin Jiang(*), Bolin Zhang, Chao Yang. CMGN: Cross-Modal Grounding Network for Temporal Sentence Retrieval in Video. Proc. of the 18th CCF Conference on Computer Supported Cooperative Work and Social Computing (ChineseCSCW 2023), August 18-20, 2023, Harbin, China. DOI: 10.1007/978-981-99-9640-7_19. [PDF]

- 2022-

1. Bolin Zhang, Chao Yang(*), Bin Jiang, Xiaokang Zhou. Video Moment Retrieval with Hierarchical Contrastive Learning, Proc. of ACM International Conference on Multimedia (ACM MM 2022), October 10-14, 2022, Lisbon, Portugal. DOI: 10.1145/3503161.3547963. (CCF A) (多媒体领域顶级会议) [PDF]

2. Bin Jiang(*), Wei Huang, Chao Yang, Yun Huang. Image Inpainting based on Cross-Hierarchy Global and Local Aware Network, Multimedia Tools and Applications, 2022. DOI: 10.1007/s11042-022-14245-5. (SCI JCR 3#) [PDF]

3. Qiao Li, Bin Jiang(*), Xiaochen Bo, Chao Yang, Xu Wu. Effective Low-Light Image Enhancement with Multiscale and Context Learning Network, Multimedia Tools and Applications, 2022. DOI: 10.1007/s11042-022-13830-y. (SCI JCR 3#) [PDF]

4 Haotian Hu, Bin Jiang(*), Xiaofei Huo, Xinjiao Zhou, Bolin Zhang. Unsupervised Discovery of Disentangled Interpretable Directions for Layer-wise GAN, book in Communications in Computer and Information Science, Volume 1709 CCIS: 21-39, 2022. DOI: 10.1007/978-981-19-8331-3_2. [PDF]

5. Bolin Zhang, Bin Jiang, Chao Yang(*), Liang Pang. Dual-Channel Localization Networks for Moment Retrieval with Natural Language, Proc. of ACM International Conference on Multimedia Retrieval (ICMR 2022), June 27-30, 2022, Newark, NJ, USA. DOI: 10.1145/3512527.3531394. (CCF B) (多媒体检索领域会议) [PDF]

6. Bin Jiang(*), Jiawu Dai, Weiyuang Zeng, Renjun Wang. Diverse Image Colorizaiton via Deep Color Prior and Triplet Latent Regularization, Proc. of IEEE International Conference on Multimedia and Expo (ICME 2022), July 18-22, 2022, Taipei, Taiwan. DOI: 10.1109/ICME52920.2022.9859969. (CCF B) [PDF]

7. Jianbo Zheng, Chao Yang, Fangrong Zheng, Bin Jiang(*). A Rolling Bearing Fault Diagnosis Method Using Multi-Sensor Data and Periodic Sampling, Proc. of IEEE International Conference on Multimedia and Expo (ICME 2022), July 18-22, 2022, Taipei, Taiwan. DOI: 10.1109/ICME52920.2022.9859658. (CCF B) [PDF]

8. Guoqing Wang, Chao Yang, Su Feng, Bin Jiang. LPGN: Language-Guided Proposal Generation Network for Referring Expression Comprehension, Proc. of IEEE International Conference on Multimedia and Expo (ICME 2022), July 18-22, 2022, Taipei, Taiwan. DOI: 10.1109/ICME52920.2022.9859830. (CCF B) [PDF]

9. Bin Jiang(*), Yun Huang, Wei Huang, Fangqiang Xu. Multi-Scale Dual-Modal Generative Adversarial Networks for Text-to-Image Synthesis, Multimedia Tools and Applications, 2022. DOI: 10.1007/s11042-022-14080-8. (SCI JCR 3#) [PDF]

10. Bin Jiang(*), Fangqiang Xu, Jun Xia, Chao Yang, Wei Huang, Yun Huang. Stacked Multi-Scale Attention Network for Image Colorrization, Proc. of the 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2022), May 22-27, 2022, Singapore. DOI: 10.1109/ICASSP 43922.2022.9746133. (CCF B) [PDF]

11. Renjun Wang, Bin Jiang(*), Chao Yang, Qiao Li, Bolin Zhang. MAGAN: Unsupervised Low-Light Image Enhancement Guided by Mixed-Attention, Big Data Mining and Analytics, 2022, 5(2): 110-119. DOI: 10.26599/BDMA.2021.9020020. [PDF]

- 2021-

1. Yaning Yang, Xiaoqi Wang, Ying Xu, Chao Yang, Bin Jiang, Shaoliang Peng. ParaPindel: A Scalable Coordinated Parallel Detection Framework for Human Genome-Wide Structural Variation, Proc. of the 2021 International Conference on Bioinformatics and Biomedicine (BIBM 2021), December 9-12, 2021, Houston, Texas, USA. (Virtual) (CCF B) [PDF]

2. Jiawu Dai, Bin Jiang(*), Chao Yang, Lin Sun, Bolin Zhang. Local Pyramid Attention and Spatial Semantic Modulation for Automatic Image Colorization, Proc. of the 9th CCF Conference on Bigdata (Big Data 2021), January 8-10, 2022, Guangzhou, China. [PDF]

3. Hongyu Liu, Ziyu Wan, Wei Huang, Yibing Song(*), Xintong Han, Jing Liao, Bin Jiang, Wei Liu. DeFLOCNet: Deep Image Editing via Flexible Low-Level Controls, Proc. of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2021), June 19-25, 2021, Nashville, TN, United States. (Virtual) (CCF A) (计算机视觉领域顶级会议) [PDF][Code]

4. Chao Yang, Su Feng, Dongsheng Li, Huawei Shen, Guoqing Wang, Bin Jiang. Learning Content and Context with Language Bias for Visual Question Answering. Proc. the 2021 IEEE International Conference on Multimedia and Expo (ICME 2021), July 5-9, 2021, Shenzhen, China. (Virtual) (CCF B) (Oral) [PDF]

5. Chao Yang, Zhiyu Wang, Huawei Shen, Huizhou Li, Bin Jiang. Multi-Modality Image Manipulation Detection, Proc. of the 2021 IEEE International Conference on Multimedia and Expo (ICME 2021), July 5-9, 2021, Shenzhen, China. (Virtual) (CCF B) (Oral) [PDF]

6. Chao Yang(*), Weixin Zhou, Zhiyu Wang, Bin Jiang, Dongsheng Li, Huawei Sheng. Accurate and Explainable Recommendation via Hierarchical Attention Network Oriented Towards Crowd Intelligence, Knowledge-Based Systems, 2021, 213. DOI: 10.1016/j.knosys.2020.106687. (SCI JCR 1#) [PDF]

- 2020-

1. Shi-Jinn Horng(*), Julian Supardi, Wanlei Zhou, Chin-Teng Lin, Bin Jiang. Recognizing Very Small Face Images Using Convolution Neural Networks. IEEE Transactions on Intelligent Transportation Systems, 2020. DOI: 10.1109/TITS.2020.3032396. (SCI JCR 1# TOP) [PDF]

2. Bin Jiang(*), Fangqiang Xu, Yun Huang, Chao Yang, Wei Huang, Jun Xia. Adaptive Adversarial Latent Space for Novelty Detection. IEEE Access, 2020, 8: 205088-205098. DOI: 10.1109/ACCESS.2020. 3037346. (SCI JCR 2#) [PDF]

3. Bin Jiang(*), Wanyue Zhou, Jingxu Yang, Chao Yang, Shihan Wang, Liang Pang. PEDNet: A Persona Enhanced Dual Alternating Learning Network for Conversational Response Generation. Proc. of the 28th International Conference on Computational Linguistics (COLING 2020), December 8-13, 2020, Barcelona, Spain. (Virtual) DOI: 10.18653/v1/2020.coling-main.361. (CCF B) (自然语言处理领域顶级会议) [PDF]

4. Bin Jiang(*), Jing Hou, Wanyue Zhou, Chao Yang, Shihan Wang, Liang Pang. METNet: A Mutual Enhanced Transformation Network for Aspect-Based Sentiment Analysis. Proc. of the 28th International Conference on Computational Linguistics (COLING 2020), December 8-13, 2020, Barcelona, Spain. (Virtual) DOI: 10.18653/v1/2020.coling-main.14. (CCF B) (自然语言处理领域顶级会议)[PDF]

5. Bin Jiang(*), Wei Huang, Yun Huang, Chao Yang, Fangqiang Xu. MPNet: A Multiprocess Convolutional Neural Network for Animal Classification. Proc. of the 15th CCF Conference on Computer Supported Cooperative Work and Social Computing (ChineseCSCW 2020), November 7-9, 2020, Shenzhen, China. DOI: 10.1007/978-981-16-2540-4_42. [PDF]

6. Chao Yang(*), Hefeng Zhang, Jing Hou, Bin Jiang. CLENet: A Context and Location Enhanced Transformer Network for Target-Oriented Sentiment Classification. Proc. of the 15th CCF Conference on Computer Supported Cooperative Work and Social Computing (ChineseCSCW 2020), November 7-9, 2020, Shenzhen, China. DOI: 10.1007/978-981-16-2540-4_6. [PDF]

7. Bin Jiang(*), Jingxu Yang, Chao Yang, Wangyue Zhou, Liang Pang, Xiaokang Zhou. Knowledge Augmented Dialogue Generation with Divergent Facts Selection. Knowledge-Based Systems, 2020, 210. DOI: 10.1016/j.knosys.2020.106479. (SCI JCR 1#) [PDF]

8. Bin Jiang(*), Wei Huang, Yun Huang, Chao Yang, Fangqiang Xu. Deep Fusion Local-Content and Global-Semantic for Image Inpainting. IEEE Access, 2020, 8: 156828-156838. DOI: 10.1109/ACCESS.2020. 3019826. (SCI JCR 2#) [PDF]

9. Jiankai He, Bin Jiang(*), Chao Yang, Wenxuan Tu. Hybrid Dilated Convolution Network Using Attentive Kernels for Real-Time Semantic Segmentation. Proc. of the 3rd Chinese Conference on Pattern Recognition and Computer Vision (PRCV 2020), pp. 129-141, October 16-18, 2020, Nanjing, China. DOI: 10.1007/978-3-030-60633-6_11. [PDF]

10. Hongyu Liu, Bin Jiang(*), Yibing Song, Wei Huang, Chao Yang. Rethinking Image Inpainting via a Mutual Encoder-Decoder with Feature Equalization. Proc. of the 16th European Conference on Computer Vision (ECCV 2020), August 23-28, 2020, Glasgow, Scotland. (Virtual) DOI: 10.1007/978-3-030-58536-5_43. (CCF B) (计算机视觉领域顶级会议, Oral, Acceptance rate of 2%) [PDF][Code]

11. 蒋斌(*), 赵子龙, 宋展, 谷飞飞. 低成本微型结构光动态三维重建系统研究. 集成技术, 2019, 9(3): 1-14. DOI: 10.12146/j.issn.2095-3135.20200226001. [PDF]

12. Chao Yang(*), Xiaochan Wang, Bin Jiang. Sentiment Enhanced Multi-Modal Hashtag Recommendation for Micro-Videos. IEEE Access, 2020, 8: 78252-78264. DOI: 10.1109/ACCESS.2020. 2989473. (SCI JCR 2#) [PDF]

13. Chao Yang(*), Huizhou Li, Fangting Lin, Bin Jiang, Hao Zhao. Constrained R-CNN: A General Image Manipulation Detection Model. Proc. of IEEE International Conference on Multimedia and Expo (ICME 2020), July 6-10, 2020, London, United Kingdom. (Virtual) DOI: 10.1109/ICME46284.2020.9102825. (CCF B) [PDF]

14. Bin Jiang(*), Wenxuan Tu, Chao Yang, Junsong Yuan. Context-Integrated and Feature-Refined Network for Lightweight Object Parsing. IEEE Transactions on Image Processing, 2020, 29: 5079-5093. DOI: 10.1109/TIP.2020.2978583. (CCF A, SCI JCR 1# TOP) [PDF]

15. Chao Yang(*), Lianhai Miao, Bin Jiang, Dongsheng Li, Da Cao. Gated and Attentive Neural Collaborative Filtering for User Generated List Recommendation. Knowledge-Based Systems, 2020, 187. DOI: 10.1016/j.knosys.2019.07.010. (SCI JCR 2#) [PDF]

- 2019-

1. 蒋斌(*), 刘虹雨, 杨超, 涂文轩, 赵子龙. 一种基于局部属性生成对抗网络的人脸修复算法. 计算机研究与发展, 2019, 56(11): 2485-2493. DOI: 10.7544/issn1000-1239.2019.20180656. (中文 CCF A) [PDF]

2. Hongyu Liu, Bin Jiang(*), Yi Xiao, Chao Yang. Coherent Semantic Attention for Image Inpainting. Proc. of the 2019 International Conference on Computer Vision (ICCV 2019), pp. 4170-4179, October 27 - November 2, 2019, Seoul, Korea. DOI: 10.1109/ICCV.2019.00427. (CCF A, SCI) (计算机视觉领域顶级会议, Acceptance rate of 25.02%) [PDF][Code][相关新闻]

3. 蒋斌(*), 黄昀, 涂文轩, 杨超. 一种基于注意力机制的多模态视频推荐算法. 中国计算机学会第七届大数据学术大会 (Big Data 2019), 2019, 9.26-28, 中国, 武汉.

4. Bin Jiang(*), Xin Huang, Chao Yang, Junsong Yuan. SLTFNet: A Spatial and Language-Temporal Tensor Fusion Network for Video Moment Retrieval. Information Processing and Management, 2019, 56(6). DOI: 10.1016/j.ipm.2019.102104. (CCF B, SCI) [PDF]

5. Bin Jiang(*), Wei Huang, Wenxuan Tu, Chao Yang. An Animal Classification based on Light Convolutional Neural Network. Proc. of the 2019 International Conference on Intelligent Computing and Its Emerging Applications (ICEA 2019), August 30 - September 1, 2019, Tainan, Taiwan. DOI: 10.1109/ICEA. 2019.8858309. (SCI) [PDF]

6. Bin Jiang(*), Fangqiang Xu, Hongyu Liu, Chao Yang. Channel-Wise Attention in 3D Convolutional Networks for Violence Detection. Proc. of the 2019 International Conference on Intelligent Computing and Its Emerging Applications (ICEA 2019), August 30 - September 1, 2019, Tainan, Taiwan. DOI: 10.1109/ICEA. 2019.8858306. (SCI) [PDF]

7. Chao Yang(*), Mengqi Jiang, Bin Jiang, Weixin Zhou, Keqin Li. Co-Attention Network with Question Type for Visual Question Answering. IEEE Accsee, 2019, 7(1): 40771-40781. DOI: 10.1109/ACCESS.2019. 2908035. (SCI JCR 2#) [PDF]

8. Bin Jiang(*), Xin Huang, Chao Yang, Junsong Yuan. Cross-Modal Video Moment Retrieval with Spatial and Language-Temporal Attention. Proc. of the ACM International Conference on Multimedia Retrieval (ICMR 2019), pp. 217-225, June 10-13, 2019, Ottawa, Canada. DOI: 10.1145/3323873.3325019. (CCF B) (多媒体检索领域会议) [PDF][Code]

9. 蒋斌(*), 涂文轩, 杨超, 刘虹雨, 赵子龙. 基于DenseNet的复杂交通场景语义分割方法. 模式识别与人工智能, 2019, 32(5): 472-480. DOI: 10.16451/j.cnki.issn1003-6059.201905010. (中文 CCF B) [PDF]

10. Chao Yang(*), Hefeng Zhang, Bin Jiang, Keqin Li. Aspect-Based Sentiment Analysis with Alternating Coattention Networks. Information Processing and Management, 2019, 56(3): 463-478. DOI: 10.1016/j.ipm.2018.12.004. (CCF B, SCI JCR 1#, 高被引论文) [PDF]

- 2018-

1. Bin Jiang(*), Wenxuan Tu, Chao Yang, Yi Xiao. ECNet: An Efficient and Context-Aware Network for Street Scene Parsing. Proc. of the 2018 9th International Symposium on Parallel Architectures, Algorithms and Programming (PAAP 2018), December 26-28, 2018, Taipei, Taiwan. DOI: 10.1109/PAAP.2018.00043. (SCI, EI) [PDF]

2. Bin Jiang(*), Hongyu Liu, Chao Yang, Shangrong Huang, Yi Xiao. Face Inpainting with Dilated Skip Architecture and Multi-Scale Adversarial Networks. Proc. of the 2018 9th International Symposium on Parallel Architectures, Algorithms and Programming (PAAP 2018), December 26-28, 2018, Taipei, Taiwan. DOI: 10.1109/PAAP.2018.00042. (SCI, EI) [PDF]

3. 蒋斌(*), 涂文轩, 杨超, 刘虹雨, 赵子龙. 基于DenseNet的复杂交通场景语义分割方法. 中国计算机学会第六届大数据学术大会 (Big Data 2018), 2018, 10.11-13, 中国, 西安.

4. 蒋斌(*), 刘虹雨, 杨超, 涂文轩, 赵子龙. 一种基于局部生成对抗网络的人脸修复算法. 中国计算机学会第六届大数据学术大会 (Big Data 2018), 2018, 10.11-13, 中国, 西安. (最佳应用论文奖)

5. Bin Jiang(*), Hefeng Zhang, Chao Lv, Chao Yang. Sentiment Classification Based on Clause Polarity and Fusion via Convolutional Neural Network. Proc. of the 15th IEEE International Conference on Ubiquitous Intelligence and Computing (UIC 2018), October 8-12, 2018, Guangzhou, China. DOI: 10.1109/SmartWorld.2018.00181. (CCF C) [PDF]

6. Chao Yang(*), Xinhe Chen, Tingting Song, Bin Jiang, Qin Liu. A Hybrid Recommendation Algorithm Based on Heuristic Similarity and Trust Measure. Proc. of the 17th IEEE International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom 2018), August 1-3, 2018, New York, USA. DOI: 10.1109/TrustCom/BigDataSE.2018.00196. (CCF C) [PDF]

- 2017-

1. Bin Jiang(*), Tingting Song, Chao Yang. A Heuristic Similarity Measure and Clustering Model to Improve the Collaborative Filtering Algorithm. Proc. of 13th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery (ICNC-FSKD 2017), July 29-31, Guilin, China. DOI: 10.1109/ FSKD.2017.8393014. (EI) [PDF]

- 2016-

1. Panpan Zhang(*), Bin Jiang. The Research of Recommendation System Based on User-Trust Mechanism and Matrix Decomposition. Proc. of 16th International Conference on Algorithms and Architectures for Parallel Processing (ICA3PP 2016), December 14-16, 2016, Granada, Spain. DOI: 10.1007/978-3-319- 49956-7_8. (CCF C) [PDF]

2. Bin Jiang(*), Chao Yang, Lei Wang, Renfa Li. Mining Multiplex Power-Law Distributions and Retweeting Patterns on Twitter. Journal of Intelligent & Fuzzy System, 2016, 31(2): 1009-1016. DOI: 10. 3233/JIFS-169030. (SCI JCR 3#) [PDF]

- 2015-

1. Bin Jiang(*), Chao Yang, Takashi Yamada, Takao Terano. A Brownian Agent Model for Analyzing Changes in a Nation's Product Space Structure. International Journal of Intelligent Information Technologies, 2015, 11(1), pp. 52-71. DOI: 10.4018/ijiit.2015010104. (EI) [PDF]

2. 蒋斌(*), 徐骁, 杨超, 李仁发. 路网拥塞控制中的多目标路径决策模型研究. 湖南大学学报(自然科学版), 2015, 42(4): 121-129. (EI) [PDF]

3. Bin Jiang(#)(*), Chao Yang, Takao Terano. Adaptive Agent Model with a Hybrid Routing Selection Strategy for Improving the Road-network Congestion Problem. Journal of Harbin Institute of Technology (New Series), 2015, 22(6): 92-102. DOI: 10.11916/j.issn.1005-9113.2015.06.013. (EI) [PDF]

专利申请

- 已授权 -

1. 发明专利：一种用于强化回复个性化表达的开放域对话模型与方法，专利号：ZL202010950990.0，发明人：蒋斌、周婉月、杨超，申请受理：2020.9.11，实质审查：2020.12.24，授权：2022.2.8

2. 发明专利：用于细粒度情感分析的相互增强转换方法，专利号：ZL202010951154.4，发明人：蒋斌、侯静、杨超，申请受理：2020.9.11，实质审查：2020.12.18，授权：2022.2.8

3. 发明专利：一种基于生成对抗网络的多尺度双模态文本生成图像方法，专利号：ZL202110641648.7，发明人：蒋斌、黄昀，申请受理：2021.6.9，实质审查：2021.9.21，授权：2022.4.22

4. 发明专利：一种基于多视角注意力机制的灰度图像自动上色方法，专利号：ZL202110703101.5，发明人：蒋斌、戴家武、许方镪，申请受理：2021.6.24，实质审查：2021.9.24，授权：2022.5.31

5. 发明专利：一种基于注意力机制的自适应融合的多模态情感分类方法，专利号：ZL202110703330.7，发明人：蒋斌、袁梦，申请受理：2021.6.24，实质审查：2021.9.24，授权：2022.9.2

6. 发明专利：一种用于图像修复的跨层全局和局部感知网络的方法，专利号：ZL202110703334.5，发明人：蒋斌、孙林、黄伟，申请受理：2021.6.24，实质审查：2021.10.1，授权：2023.2.7

7. 发明专利：一种带有强泛化知识选择的开放域对话生成方法及系统，申请号：202010951173.7，发明人：蒋斌、杨景旭、杨超，申请受理：2020.9.11，实质审查：2021.3.9，授权：2024.1.5

8. 发明专利：一种结合多尺度特征聚合和提升策略的低光图像增强方法，申请号：202210278847.0，发明人：蒋斌、王仁君、杨超，申请受理：2022.3.17，实质审查：2022.6.3，授权：2024.4.5

9. 发明专利：一种基于生成对抗网络的自调节文本生成图像方法，申请号：202210267451.6，发明人：蒋斌、曾威远、杨超，申请受理：2022.3.17，实质审查：2022.6.3，授权：2024.5.24

10. 发明专利：一种基于多尺度和上下文学习网络的低照度图像增强方法，申请号：202210652706.0，发明人：蒋斌、李桥，申请受理：2022.6.7，实质审查：2022.9.2，授权：2024.9.6

- 实质审查 -

1. 发明专利：基于混合扩张网络的实时分割系统与方法，申请号：202010951015.1，发明人：蒋斌、何建凯、杨超，申请受理：2020.9.11，实质审查：2020.12.18

2. 发明专利：一种基于多模态交互模块的涂鸦人脸图像编辑方法，申请号：202311796852.1，发明人：蒋斌、胡昊天，申请受理：2023.12.25，实质审查：2024.3.22

3. 发明专利：一种局部尺度感知的的低照度图像增强方法，申请号：202410502578.0，发明人：蒋斌、李桥，申请受理：2024.4.25，实质审查：2024.8.2

1. 2021，湖南省研究生创新论坛—“数据感知与边缘计算”优秀论文二等奖：郑剑波

2. 2021，湖南省人工智能学会优秀硕士学位论文：刘虹雨，涂文轩

3. 2021，湖南省计算机学会优秀硕士学位论文：刘虹雨

4. 2021，湖南大学优秀研究生毕业生：侯静

5. 2020，湖南大学优秀研究生干部：侯静

6. 2020，湖南省优秀研究生毕业生：涂文轩，刘虹雨

7. 2020，湖南大学优秀研究生毕业生：涂文轩，刘虹雨，黄鑫

8. 2019，CCF CBDI优秀导师

9. 2019，国家奖学金：刘虹雨，黄鑫

10. 2018，湖南大学优秀教师

11. 2018，“未来杯高校AI挑战赛”图像算法组全国总决赛第三名：赵子龙，涂文轩，刘虹雨

12. 2018，“未来杯高校AI挑战赛”图像算法组华中/华南赛区第一名：赵子龙，涂文轩，刘虹雨

13. 2015，湖南省大学生计算机作品赛，二等奖：陆鑫

14. 2012，湖南大学本科生毕业设计优秀指导老师

15. 2012，湖南省大学生计算机作品赛，二等奖：张潮宇

16. 2012，湖南大学本科课堂教学竞赛，三等奖

17. 2007，湖南大学本科生毕业设计优秀指导老师

18. 2007，泛珠三角“安利杯”大学生计算机作品赛，三等奖：石川

19. 2007，湖南省大学生计算机作品赛，一等奖：石川