周天薇
- 副教授
- 邮箱:tianwei@szu.edu.cn
- 办公地址:A518
- 办公电话:
个人简介
周天薇,女,博士,副教授,特聘研究员,深圳大学硕士生导师,深圳大学新锐研究生导师,大湾区国际创新学院特约研究员,健康智能创新研究中心特约研究员,天津大学博士研究生,新加坡国立大学联合培养博士研究生,2019年度入选深圳“海外高层次人才孔雀计划”。近年来主持参与国家自然科学基金项目4项,教育部人文社科基金1项,广东省教育厅重大项目1项,广东省基础与应用基础研究基金项目5项,广东省哲学社会科学项目1项,深圳市基础研究面上项目1项。长期从事智能调度、人工智能、信息物理系统、图像处理等多学科交叉领域的科研工作,近五年发表论文70余篇,在顶级期刊(SCI, TOP, JCR Q1, 中科院一区/二区)发表学术论文10余篇,申请专利15项。担任国际群体智能会议(ICSI2021, ICSI2022, ICSI2023)及ML4CS 2022分会主席。发表教学改革论文2篇,指导学生获得中国国际“互联网+”大学生创新创业大赛全国总决赛银奖及铜奖及第十三届“挑战杯”广东大学生创业计划竞赛铜奖。指导学生申请国家级大学生创新创业训练计划3项,省级大学生创新创业训练计划2项,深圳大学学生创新发展基金基础实验项目6项。组内指导的硕士研究生与本科生均于国际期刊与会议中发表研究成果。
周天薇目前所在团队为深圳大学智能管理与交叉创新团队,负责智能运营与服务管理课题组。该课题组目前有助理教授2名,博士后1名,博士生1名,硕士生6名。课题组成员目前主持国家自然科学基金项目2项、教育部人文社科基金项目2项、广东省基础与应用基础研究基金项目2项、博士后基金1项,发表论文60余篇,授权专利10余项。
获奖及荣誉
[1] 2024年6月第28届管理科学与工程国际会议(ICMSE2024)三等奖
[2] 2024年6月深圳大学2023学年专业实习优秀指导教师
[3] 2024年5月第十四届全国大学生电子商务“创新、创意及创业”挑战赛深圳大学校级赛优秀指导老师
[4] 2024年1月管理学院2023年度“教学实践创新奖”
[5] 2024年1月管理学院2023年度“教学实践贡献奖”
[6] 2024年1月管理学院2023年度“课程建设奖”
[7] 2023年8月第六届智能制造系统工程学术会议“优秀论文奖”二等奖
[8] 深圳大学2022年度共青团之友(年度3人)
[9] 2023年7月2023年“广东省大学生创新创业训练计划项目”优秀指导教师(共54名)
[10] 2023年4月管理学院2022年度“联赛拼搏奖”
[11] 2022年4月管理学院2022年度“教学实践创新奖”
[12] 2022年4月管理学院2022年度“教学实践贡献奖”
[13] 2022年4月管理学院2022年度“学工贡献奖”
[14] 2023年2月管理学院2021-2022学年度本科生班主任工作考核优秀
[15] 2022年12月深圳大学管理学院教职工2021-2022年度考核优秀
[16] 2022年11月第五届智能制造系统工程学术会议“优秀论文奖”三等奖
[17] 2022年11月29日深圳大学创新创业导师
[18] 2022年11月高层次人才任期评估,优秀
[19] 2022年2月管理学院2021年度“科研新秀奖”
[20] 2022年2月管理学院2021年度“教学卓越奖”
[21] 2022年2月管理学院2021年度“教学实践贡献奖”
[22] 2022年2月管理学院2021年度“阳光能量奖”
[23] 2021年10月2021第四届智能制造系统工程学术会议“优秀论文奖”二等奖
[24] 2021年10月2021年第六届数据挖掘和大数据国际会议“最佳论文奖”
[25] 2021年3月 管理学院2020年度“教学实践贡献奖”
[26] 2021年3月 管理学院2020年度“教学卓越奖”
[27] 2019年11月入选“深圳市海外高层次人才”C类
优化与决策、群体智能、智能调度、飞机调度
事件驱动、信息物理系统、图像处理
科研项目
[1] 2022.01-2024.12,国家自然科学基金青年项目,基于迟滞量化触发的非线性网络化控制系统分析与控制研究,62103286,项目主持人。(在研)
[2] 2021.08-2024.4,教育部人文社科研究项目 青年项目,疫情新态势下基于事件驱动的不正常航班恢复问题研究,21YJC630181,项目主持人。(已结题)
[3] 2024.01-2026.12,广东省自然科学基金-青年提升项目,DoS攻击下基于有限量化反馈的信息物理系统事件触发控制研究,2024A1515030278,项目主持人。(在研)
[4] 2025.1-2027.12,广东省自然科学基金-面上项目,基于深度强化列与行生成的航空货运一体化恢复问题研究,2025A1515012829,项目主持人。(在研)
[5] 2022.11-2024.11,广东省哲学社会科学“十四五”规划2022年度学科共建项目,疫情新态势下不正常航班恢复问题研究——旅客行为预测耦合视角,GD22XGL22,项目主持人。(已结题)
[6] 2020.01-2022.12,广东省基础与应用基础研究基金-区域联合基金青年基金项目,基于事件驱动的不正常航班恢复问题研究,2019A1515110401,项目主持人。(已结题)
[7] 2024.11-2027.10,深圳市自然科学基金-面上项目,基于事件触发动态反馈控制的视频质量评价方法研究,JCYJ20240813141612017,项目主持人。(在研)
[8] 2019.11-2022.10,深圳大学青年教师科研启动项目,基于事件驱动的飞机调度问题研究,000002110367,项目主持人。(已结题)
[9] 2022.12-2023.11,深圳市卫生健康发展研究和数据管理中心横向课题,门诊患者预测方法研究,项目主持人。(已结题)
[10] 2020.01-2023.12,国家自然科学基金面上项目,网路通信环境下执行器饱和系统抗干扰控制研究,61973230,主要参与人。(已结题)
[11] 2017.01-2020.12,国家自然科学基金面上项目,具有饱和非线性受限系统的事件触发控制研究,61673292,主要参与人。(已结题)
[12] 2023.1-2025.12,广东省普通高校重点领域专项,基于大数据的新发重大传染病监测、预警和应对服务系统,2022ZDZX2054,主要参与人。(在研)
[13] 2022.01-2024.12,广东省普通高校创新团队项目, 智能管理与交叉创新, 2021WCXTD002, 主要参与人。(在研)
[14] 2020.01-2022.12,广东省普通高校重点项目,基于数据驱动和增强群体智能的数控加工工艺能效建模与优化方法,2019KZDXM030,主要参与人。(已结题)
[15] 2020.04-2023.06,深圳市基础研究面上项目,面向家庭医疗的眼科疾病智能描述方法研究,JCYJ20190808145011259,主要参与人。(已结题)
教研项目
[1] 2022.10-2023.9,教育部产学合作协同育人项目,课题牵引,课程垫基,以赛促创——创新创业人才培养新模式探究,220902362232318,项目主持人。(已结题)
[2] 2022.10.01-2023.10.01,深圳大学教学改革研究项目,基于校企联动的创新创业人才培养模式研究——以《交叉学科中的数字智能创新方法》为例,JG2022094,项目主持人。(已结题)
代表性国际期刊论文
[1] Tianwei Zhou (周天薇), Wenwen Zhang, Ben Niu*, Guanghui Yue, Pengcheng He. Parameter Control Framework for Multi-Objective Evolutionary Computation Based on the Deep Reinforcement Learning[J]. International Journal of Intelligent Systems, 2024, 2024: 6740701. (TOP期刊, SCI, 中科院2区, JCR Q1, IF= 7)
[2] Tianwei Zhou (周天薇), Pengcheng He, Ben Niu*, Guanghui Yue, Hong Wang. A novel competitive constrained dual-archive dual-stage evolutionary algorithm for constrained multiobjective optimization. Swarm and Evolutionary Computation, 2023: 101417. (TOP期刊, SCI, 中科院1区, JCR Q1, IF=10)
[3] 牛奔, 张楚容, 余俊, 周天薇*. 基于新型细菌觅食算法的飞机动态泊位问题研究. 系统工程学报. (Accept)(CSSCI&国家自然科学基金委员会管理科学部认定的A类中文期刊)
[4] 牛奔, 薛博文, 周天薇*. 基于交互式细菌觅食优化算法的飞机基地维修人员调度. 管理工程学报. 2023,37(5):247-258. (CSSCI&国家自然科学基金委员会管理科学部认定的A类中文期刊)
[5] Tianwei Zhou (周天薇), Churong Zhang, Xizhang Yao, Ben Niu*. Membership-based aircraft parking stand allocation system with time window constraints: An event-based time–space separated algorithm. Expert Systems, 2023, Early View, e13431. (SCI, JCR Q1, IF=3.3)
[6] Tianwei Zhou (周天薇), Zhenghan Zhou, Haiyun Qiu, Ben Niu*, Gabriel Xiao-Guang Yue, Witold Pedrycz. Two-stage knowledge-assisted coevolutionary NSGA-II for bi-objective path planning of multiple unmanned aerial vehicles[J]. Swarm and Evolutionary Computation, 2024, 90: 101680. (TOP期刊, SCI, 中科院1区, JCR Q1, IF=8.2)
[7] Tianwei Zhou (周天薇), Guanghui Yue, Ben Niu*. Quantization Level Based Event-Triggered Control With Measurement Uncertainties. Information Sciences, 2022, 588: 442-456. (TOP期刊, SCI, 中科院1区, JCR Q1, IF=8.233)
[8] Tianwei Zhou (周天薇), Zhiqiang Zuo*, Yijing Wang. Quantizer-based triggered control for chaotic synchronization with information constraints. IEEE Transactions on Cybernetics, 2018, 48(8): 2525-2536. (TOP期刊, SCI, 中科院1区, JCR Q1, IF=10.387)
[9] Tianwei Zhou (周天薇), Zhiqiang Zuo*, Yijing Wang. Active event-triggered control for nonlinear networked control systems with communication constraints. IEEE Transactions on Cybernetics, 2021, 51(5): 2409-2418. (TOP期刊, SCI, 中科院1区, JCR Q1, IF= 19.118)
[10] Tianwei Zhou (周天薇), Zhiqiang Zuo*, Yijing Wang. Self-triggered and event-triggered control for linear systems with quantization. IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2020, 50(9): 3136-3144. (TOP期刊, SCI, 中科院1区, JCR Q1, IF= 13.451)
[11] Tianwei Zhou (周天薇), Zhiqiang Zuo*, Yijing Wang, Hongchao Li. Synchronization of Lurie systems under limited network transmission capacity with quantization and one-step packet dropout: An active method. IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2021, 51(8), 4920 - 4928. (TOP期刊, SCI, 中科院1区, JCR Q1, IF= 13.451)
[13] Tianwei Zhou(周天薇), Songbai Tan, Baoquan Zhao, and Guanghui Yue*, Multitask deep neural network with knowledge-guided attention for blind image quality assessment. IEEE Transactions on Circuits and Systems for Video Technology, 2024, accepted, in press, DOI: 10.1 109/TCSVT.2024.3375344. (TOP期刊, SCI, 中科院1区, JCR Q1, IF=8.3)
[14] Tianwei Zhou(周天薇), Songbai Tan, Wei Zhou, Yu Luo, Yuan-Gen Wang and Guanghui Yue*, Adaptive Mixed-Scale Feature Fusion Network for Blind AI-Generated Image Quality Assessment. IEEE Transactions on Broadcasting, 2024, accepted, in press, DOI: 10.1109/TBC.2024.3391060. (TOP期刊, SCI, 中科院1区, JCR Q1, IF=3.2)
[15] Tianwei Zhou (周天薇), Qianhui Wang, Guanghui Yue*, Hongchao Li, Yingxue Du. Asynchronous encoder-based event-triggered control of nonlinear networked control system under DoS attacks[J]. Journal of the Franklin Institute, 2024: 107180. (SCI, 中科院2区, JCR Q1, IF=4.1)
[16] Tianwei Zhou (周天薇), Zhiqiang Zuo*, Yijing Wang, Zhicheng Zhang, Shaoping Chang. Reference Input and Hysteresis Quantizer Based Triggered Control for Networked Control Systems Over Limited Channels. International Journal of Robust and Nonlinear Control, 2021, 31(7): 2614-2632. (TOP期刊, SCI, 中科院2区, JCR Q1, IF=3.897)
[17] Ben Niu, Gaocheng Cai, Tianwei Zhou*(周天薇). Two-stage metaheuristic framework based on irregular contours matching for outsourced aircraft maintenance parking stand allocation problem. IEEE Transactions on Automation Science and Engineering, 2024. (SCI, Top期刊, 中科院1区, JCR Q1, IF =5.9)
[18] Huifen Zhong, Zhaotong Lian, Tianwei Zhou* (周天薇), Ben Niu, Bowen Xue. Integrated recovery system with bidding-based satisfaction: An adaptive multi-objective approach. Expert Systems, 2023, Early View, e13409. (SCI, JCR Q1, IF= 3.3)
[19] Ben Niu, Bowen Xue, Tianwei Zhou* (周天薇), Mijat Kustudic. Aviation maintenance technician scheduling with personnel satisfaction based on interactive multi-swarm bacterial foraging optimization. International Journal of Intelligent Systems, 2022, 37(1): 723-747. (TOP期刊, SCI, 中科院1区, JCR Q1, IF= 8.993)
[20] Ben Niu, Bowen Xue, Huifen Zhong, Haiyun Qiu, Tianwei Zhou* (周天薇). Short-term aviation maintenance technician scheduling based on dynamic task disassembly mechanism[J]. Information Sciences, 2023, 629: 816-835. (TOP期刊, SCI, 中科院2区, JCR Q1, IF=8.233)
[21] 牛奔, 李亿平, 周天薇*, 高宏伟. 基于轻量模块化设计水下图像增强方法. 信息与控制, 2024.
[22] Guanghui Yue, Peishan Wei, Tianwei Zhou* (周天薇), Qiuping Jiang, Weiqing Yan, Tianfu Wang. Toward Multicenter Skin Lesion Classification Using Deep Neural Network With Adaptively Weighted Balance Loss. IEEE Transactions on Medical Imaging, 2023, 42(1): 119-131. (SCI, 中科院1区, JCR Q1, IF= 10.6)
[23] Guanghui Yue, Yuanyan Li, Wenchao Jiang, Wei Zhou, Tianwei Zhou* (周天薇). Boundary Refinement Network for Colorectal Polyp Segmentation in Colonoscopy Images. IEEE Signal Processing Letters, 2024, 31: 954-958. (SCI, 中科院2区, JCR Q2, IF= 3.9)
[24] Guanghui Yue, Honglv Wu, Qiuping Jiang, Tianwei Zhou* (周天薇), Weiqing Yan, Tianfu Wang. Perceptual Quality Assessment of Retouched Face Images. IEEE Transactions on Multimedia, 2024, 26: 5741 – 5752. (SCI, Top期刊, 中科院1区, JCR Q1, IF =7.3)
[25] Guanghui Yue, Houlu Xiao, Tianwei Zhou* (周天薇), Songbai Tan, Yun Liu, Weiqing Yan. Progressive Feature Enhancement Network for Automated Colorectal Polyp Segmentation[J]. IEEE Transactions on Automation Science and Engineering, 2024. (SCI, Top期刊, 中科院1区, JCR Q1, IF =5.9)
[26] Guanghui Yue, Wanwan Han, Siying Li, Tianwei Zhou* (周天薇), Jun Lv, Tianfu Wang. Automated polyp segmentation in colonoscopy images via deep network with lesion-aware feature selection and refinement. Biomedical Signal Processing and Control, 2022, 78: 103846. (SCI, 中科院3区, JCR Q1, IF= 5.076)
[27] Guanghui Yue, Guibin Zhuo, Weiqing Yan, Tianwei Zhou*(周天薇), Chang Tang, Peng Yang, Tianfu Wang. Boundary uncertainty aware network for automated polyp segmentation[J]. Neural Networks, 2024, 170: 390-404. (SCI,Top期刊, 中科院1区,JCR Q1, IF =7.8)
[28] Guanghui Yue, Di Cheng, Leida Li, Tianwei Zhou* (周天薇), Hantao Liu, Tianfu Wang. Semi-Supervised Authentically Distorted Image Quality Assessment with Consistency-Preserving Dual-Branch Convolutional Neural Network. IEEE Transactions on Multimedia, 2022, Accepted. (SCI,中科院1区, JCR Q1, IF= 7.3)
[29] Guanghui Yue, Di Cheng, Tianwei Zhou* (周天薇), Jingwen Hou, Weide Liu, Long Xu, Tianfu Wang, Jun Cheng. Perceptual Quality Assessment of Enhanced Colonoscopy Images: A Benchmark Dataset and an Objective Method, IEEE Transactions on Circuits and Systems for Video Technology, 2023, accepted, in press, DOI: 10.1109/TCSVT.2023.3260212. (SCI,Top期刊, 中科院1区,JCR Q1, IF =8.4)
[30] Guanghui Yue, Siying Li, Tianwei Zhou* (周天薇), Miaohui Wang, Jingfeng Du, Qiuping Jiang, Wei Gao, Tianfu Wang, Jun Lv. Adaptive Context Exploration Network for Polyp Segmentation in Colonoscopy Images. IEEE Transactions on Emerging Topics in Computational Intelligence, 2022 , 7(2): 487-499. (SCI,中科院1区, JCR Q1, IF=4.851)
[31] Guanghui Yue, Siying Li, Runmin Cong, Tianwei Zhou* (周天薇), Baiying Lei, and Tianfu Wang, Attention-Guided Pyramid Context Network for Polyp Segmentation in Colonoscopy Images, IEEE Transactions on Instrumentation and Measurement, 2023, 72: 5008213. (SCI,中科院2区, JCR Q1, IF=5.6)
[32] Guanghui Yue, Wanwan Han, Bin Jiang, Tianwei Zhou* (周天薇), Runmin Cong, Tianfu Wang. Boundary Constraint Network with Cross Layer Feature Integration for Polyp Segmentation. IEEE Journal of Biomedical and Health Informatics, 2022, 26(8): 4090-4099. (TOP期刊, SCI, 中科院2区, JCR Q1, IF=7.021)
[33] Guanghui Yue, Weiqing Yan, Tianwei Zhou* (周天薇). Referenceless quality evaluation of tone-mapped HDR and multiexposure fused images. IEEE Transactions on Industrial Informatics, 2020, 16(3): 1764-1775. (TOP期刊, SCI, 中科院1区, JCR Q1, IF=10.215)
[34] Guanghui Yue, Chunping Hou, Ke Gu, Tianwei Zhou* (周天薇), Hantao Liu. No-reference quality evaluator of transparently encrypted images. IEEE Transactions on Multimedia, 2019, 21(9): 2184-2194. (TOP期刊, SCI, 中科院2区, JCR Q1, IF= 5.452)
[35] Guanghui Yue, Chunping Hou, Tianwei Zhou* (周天薇). Blind quality assessment of tone-mapped images considering colorfulness, naturalness and structure. IEEE Transactions on Industrial Electronics, 2019, 66(5): 3784-3793. (TOP期刊, SCI, 中科院1区, JCR Q1, IF=7.515)
[36] Guanghui Yue, Chunping Hou, Tianwei Zhou* (周天薇), Xinfeng Zhang. Effective and efficient blind quality evaluator for contrast distorted images. IEEE Transactions on Instrumentation and Measurement, 2019, 68(8): 2733-2741. (SCI, 中科院3区, JCR Q1, IF=3.658)
[38] Guanghui Yue, Chunping Hou, Ke Gu*, Tianwei Zhou (周天薇), and Guangtao Zhai. Combining Local and Global Measures for DIBR-Synthesized Image Quality Evaluation. IEEE Transactions on Image Processing, 2019, 28(4): 2075 - 2088. (TOP期刊, SCI检索, 中科院2区, JCR Q1, IF= 9.340)
[39] Guanghui Yue, Guibin Zhuo, Siying Li, Tianwei Zhou* (周天薇), Jingfeng Du*, Weiqing Yan, Jingwen Hou, Weide Liu, Tianfu Wang*. Benchmarking Polyp Segmentation Methods in Narrow-Band Imaging Colonoscopy Images[J]. IEEE Journal of Biomedical and Health Informatics, 2023, 27(7), 3360-3371.( SCI,Top期刊, 中科院1区,JCR Q1, IF =7.7)
[40] Guanghui Yue, Jie Gao, Runmin Cong, Tianwei Zhou*(周天薇), Leida Li, Tianfu Wang. Deep Pyramid Network for Low-Light Endoscopic Image Enhancement, IEEE Transactions on Circuits and Systems for Video Technology, 2023, accepted, in press, DOI: 10.1109/TCSVT.2023.3323128. (Top期刊, 中科院1区,IF=8.4)
[41] Guanghui Yue, Chunping Hou*, and Tianwei Zhou* (周天薇). Subtitle Region Selection of S3D Images in Consideration of Visual Discomfort and Viewing Habit. ACM Transactions on Multimedia Computing Communications and Applications, 2019, 15(3): 77. (SCI检索, 中科院3区, JCR Q1, IF=3.275)
[42] Guanghui Yue, Honglv Wu, Weiqing Yan*, Tianwei Zhou(周天薇), Hantao Liu, Wei Zhou. Subjective and Objective Quality Assessment of Multi-Attribute Retouched Face Images. IEEE Transactions on Broadcasting, 2024, Accepted. (SCI, 中科院1区, JCR Q2, IF= 4.5)
[43] Guanghui Yue, Houlu Xiao, Hai Xie, Tianwei Zhou(周天薇), Wei Zhou, Weiqing Yan, Baoquan Zhao, Tianfu Wang, Qiuping Jiang*. Dual-Constraint Coarse-to-Fine Network for Camouflaged Object Detection. IEEE Transactions on Circuits and Systems for Video Technology, 2023, accepted, in press, DOI: 10.1109/TCSVT.2023.3318672. (Top期刊, 中科院1区, IF=8.4)
[44] Jinxin Shang, Yingxue Du*, Zhi Liu, Ancai Zhang, Yan Zhang, Tianwei Zhou(周天薇). Event-triggered scaled consensus for distributed networks in a compound noisy environment over markovian switched topologies[J]. Nonlinear Dynamics, 2024, 112(19): 17149-17168. (Top期刊, SCI, 中科院2区, JCR Q2, IF=5.2)
[45] Jinxin Shang, Yingxue Du*, Zhi Liu, Ancai Zhang, Yan Zhang, Tianwei Zhou(周天薇). Event-triggered stochastic consensus of multiagent systems over random antagonistic network in a compound noisy environment[J]. Nonlinear Analysis: Hybrid Systems, 2024, 53: 101506.
[46] Huifen Zhong, Zhaotong Lian, Tianwei Zhou(周天薇), Ben Niu*. A time-varying competitive swarm optimizer for integrated flight recovery with multi-objective and priority considerations. Computers & Industrial Engineering, 2024, 190: 110019. (Top期刊, SCI,中科院1区, JCR Q1, IF =7.9)
[47] Huifen Zhong, Zhaotong Lian, Bowen Xue, Ben Niu*, Rong Qu, Tianwei Zhou(周天薇). An integrated container terminal scheduling problem with different‐berth sizes via multiobjective hydrologic cycle optimization[J]. International Journal of Intelligent Systems, 2022, 37(12): 11909-11925. (SCI, 中科院2区, JCR Q1, IF=8.233)
[48] Hongchao Li*, Zhuo Xu, Tianwei Zhou (周天薇), Yang Liu. Event-based asynchronous dissipative control for nonhomogeneous Markov jump systems. Transactions of the Institute of Measurement and Control, 2023. (SCI, 中科院4区, JCR Q2, IF=1.8)
[49] Hong Wang, Yixin Wang, Menglong Liu, Tianwei Zhou (周天薇), Ben Niu*. An enhanced bacterial colony optimization with dynamic multi-leader co-evolution for multiobjective optimization problems[J]. Expert Systems, e13410.
[50] Guanghui Yue, Shangjie Wu, Jie Du*, Tianwei Zhou (周天薇), Bin Jiang, Tianfu Wang. Adaptive Context Aggregation Network with Prediction-aware Decoding for Multi-modal Brain Tumor Segmentation[J]. IEEE Transactions on Instrumentation and Measurement, 2024.
[51] Guanghui Yue*, Chunping Hou, Weiqing Yan, Lark KwonChoi, Tianwei Zhou (周天薇), and Yonghong Hou. Blind Quality Assessment for Screen Content Images via Convolutional Neural Network. Digital Signal Processing, 2019, 91: 21-30. (SCI检索, 中科院3区, JCR Q2, IF=2.871)
[52] Guanghui Yue, Yuan Li*, Tianwei Zhou (周天薇), Xiaoyan Zhou, Yun Liu*, Tianfu Wang*. Attention-Driven Cascaded Network for Diabetic Retinopathy Grading from Fundus Images[J]. Biomedical Signal Processing and Control, 2023, 80: 104370.
[53] Guanghui Yue, Guibin Zhuo, Tianwei Zhou(周天薇), Weide Liu, Tianfu Wang and Qiuping Jiang*. Adaptive Cross-Feature Fusion Network with Inconsistency Guidance for Multi-Modal Brain Tumor Segmentation. IEEE Journal of Biomedical and Health Informatics, 2023, accepted, in press. (Top期刊, SCI,中科院1区, JCR Q1, IF =7.7)
[54] Guanghui Yue#, Peishan Wei#, Tianwei Zhou (周天薇), Youyi Song, Cheng Zhao, Tianfu Wang, Baiying Lei*. Specificity-aware Federated Learning with Dynamic Feature Fusion Network for Imbalanced Medical Image Classification, IEEE Journal of Biomedical and Health Informatics, 2023, accepted, in press, DOI: 10.1109/JBHI.2023. 3319516. (Top期刊, 中科院1区,IF=7.021)
会议论文
[2] Tianwei Zhou, Yu Xiao, Shiting Huang, Danqi Zheng, Qiaoxuan Wu. Multi-Objective Optimization for Airline Crew Scheduling Problem[C]//Proceedings of the 2023 8th International Conference on Intelligent Information Processing. 2023: 283-289.
[3] Tianwei Zhou, Fenge Zhang, Yang Wang, Ben Niu*, Hong Wang. Visualized Analyses of the Research on DRG and DIP in China[C]//Proceedings of the 2023 8th International Conference on Intelligent Information Processing. 2023: 106-113.
[4] Tianwei Zhou, Xizhang Yao, Guanghui Yue, Ben Niu*. A WGAN-Based Generative Strategy in Evolutionary Multitasking for Multi-objective Optimization [C]//International Conference on Swarm Intelligence. Cham: Springer Nature Switzerland, 2023: 390-400.
[5] Tianwei Zhou, Wenwen Zhang, Pengcheng He, Guanghui Yue*. A Learned Multi-objective Bacterial Foraging Optimization Algorithm with Continuous Deep Q-Learning. International Conference on Machine Learning for Cyber Security. Springer, Cham, 2023: 44-53.
[6] Tianwei Zhou, Xuanru Chen, Xusheng Wu*, Chen Yang. A Hybrid Multi-Objective Genetic-Particle Swarm Optimization Algorithm for Airline Crew Rostering Problem With Fairness and Satisfaction. Machine Learning for Cyber Security: 4th International Conference, ML4CS 2022, Guangzhou, China, December 2–4, 2022, Proceedings, Part III. Cham: Springer Nature Switzerland, 2023: 563-575.
[7] Tianwei Zhou, Yichen Lai, Xiaojie Huang, Xumin Chen, Huifen Zhong*. A Tabu-based Multi-Objective Particle Swarm Optimization for Irregular Flight Recovery Problem. International Conference on Machine Learning for Cyber Security. Springer, Cham, 2023: 121-132.
[8] Tianwei Zhou, Wenwen Zhang, Junrui Lu, Pengcheng He, Keqin Yao*. Reinforced Event-Driven Evolutionary Algorithm Based On Double Deep Q-network. International Conference on Sensing and Imaging, Springer, Cham, 2022: 294-304. (22.6.26)
[9] Tianwei Zhou, Pengcheng He, Churong Zhang, Yichen Lai, Huifen Zhong, Xusheng Wu*. An Improved Particle Swarm Optimization Algorithm for Irregular Flight Recovery Problem. International Conference on Sensing and Imaging. Springer, Cham, 2022: 190-200.
[10] Tianwei Zhou, Junrui Lu*, Wenwen Zhang, Pengcheng He, Ben Niu. Irregular Flight Timetable Recovery under COVID-19: An Approach Based on Genetic Algorithm. The Sixth International Conference on Data Mining and Big Data. Springer, Singapore, 2021: 240-249. (EI, oral)(21.10.31)
[11] Tianwei Zhou*, Jiayao Chen, Yizhen Xu, Baoyu Xiao. Application of Multi-objective Genetic Algorithm in Personnel Scheduling among Warehouses. 2021 3rd International Conference on E-Business and E-commerce Engineering. Sanya, China. ACM, 2022: 88-92. (EI, oral)(21.12)
[12] Zhenghan Zhou, Mengjie Wan, Tianwei Zhou*, Ben Niu. A Hyper-heuristic Algorithm Based on Q-Learning for 3D Drone Trajectory Planning[C]//International Conference on Swarm Intelligence. Singapore: Springer Nature Singapore, 2024: 46-57.
[13] Yiping Li, Ben Niu, Tianwei Zhou*, Hongwei Gao. Underwater Image Restoration Based on Marine Snow Removal Techniques[C]// 2024 2nd International Conference on Signal Processing and Intelligent Computing (SPIC), 2024.
[14] Ben Niu, Bowen Xue, Tianwei Zhou*, Churong Zhang, Qinge Xiao. Reorganized Bacterial Foraging Optimization Algorithm for Aircraft Maintenance Technician Scheduling Problem. International Conference on Swarm Intelligence, 2021: 505-512. (EI, oral)(21.7.7)
[15] Jun Yu, Yuhao Li, Tianwei Zhou*, Churong Zhang, Guanghui Yue, Yunjiao Ge. Performance Analysis of Evolutionary Computation Based on Tianchi Service Scheduling Problem. International Conference on Swarm Intelligence. Springer, Cham, 2021: 155-162. (EI, oral)
[16] Tianwei Zhou, Zhiqiang Zuo*, Yijing Wang, Long Cheng. Multiple performance analysis for nonlinear networked control systems with limited channels. 14th IEEE International Conference on Control and Automation, 2018: 464-469. (EI, oral)
[17] Tianwei Zhou, Zhiqiang Zuo*, Yijing Wang. Synchronization of Lurie systems with quantized and triggered control under limited transmission capacity. 2017 36th Chinese Control Conference, 2017: 7920-7925. (EI, oral)
[18] Zhenghan Zhou, Yutong Liu, Tianwei Zhou, Ben Niu*. Multi-objective Path Planning of Multiple Unmanned Air Vehicles Using the CCMO Algorithm[C]//International Conference on Swarm Intelligence. Singapore: Springer Nature Singapore, 2024: 451-462.
[19] Yuhan Zhao, Jinxin Shang, Zhi Liu, Tianwei Zhou, Yingxue Du*. Consensus for Second-Order Sampled-Data Multi-Agent Systems with Antagonistic Information and Communication Noise[C]//2024 39th Youth Academic Annual Conference of Chinese Association of Automation (YAC). IEEE, 2024: 355-360.
[20] Chongyang Wang, Yingxue Du, Zhi Liu, Jinxin Shang, Tianwei Zhou. Leader-Following Mean Square Scaled Bipartite Consensus for Second-Order Multi-Agent Systems with Communication Noise and Antagonistic Information[C]//2023 42nd Chinese Control Conference (CCC). IEEE, 2023: 5652-5657.
[21] Hongchao Li, Jinfeng Zhang, Tianwei Zhou, Zhuo Xu. Analysis and Synthesis of Networked Control Systems under Quantization-Based Event-Triggered Mechanism[C]//2023 42nd Chinese Control Conference (CCC). IEEE, 2023: 5280-5285.
[22] Hong Wang, Sili Wen, Mengjie Wan, Jiawei Liao, Ben Niu*, Tianwei Zhou. A qualitative comparative analysis of the causes of patient trust in Chinese public tertiary hospitals from the resource-based perspective[C]//Proceedings of the 2023 8th International Conference on Intelligent Information Processing. 2023: 259-265.
[23] Hong Wang, Mengjie Wan, Sili Wen, Jiawei Liao, Ben Niu*, Tianwei Zhou. Analyzing the Effectiveness of Primary Healthcare in China: A Qualitative Comparative Study Using the TOE Framework[C]//Proceedings of the 2023 8th International Conference on Intelligent Information Processing. 2023: 266-272.
[24] Guanghui Yue, Shaoping Zhang, Yuan Li, Xiaoyan Zhou, Tianwei Zhou, Wei Zhou. Subjective quality assessment of enhanced retinal images[C]//2023 IEEE International Conference on Image Processing (ICIP). IEEE, 2023: 3005-3009.
[25] Bowen Xue, Huifen Zhong, Junrui Lu, Tianwei Zhou, Ben Niu*. Flexible Task Splitting Strategy in Aircraft Maintenance Technician Scheduling Based on Swarm Intelligence. International Conference on Machine Learning for Cyber Security. Springer, Cham, 2023: 15-26.
[26] Xiaobing Gan, Tianwei Zhou, Yuhan Mai, Huifen Zhong*, Xiuyun Zhang, Qinge Xiao. An Improved Fireworks Algorithm for Integrated Flight Timetable and Crew Schedule Recovery Problem. International Conference on Sensing and Imaging, Springer, Cham, 2022: 329-338. (EI, oral)
[27] Haiyun Qiu, Bowen Xue, Ben Niu, Tianwei Zhou, Junrui Lu*. An Improved Hydrologic Cycle Optimization Algorithm for Solving Engineering Optimization Problems. International Conference on Sensing and Imaging, Springer, Cham, 2022: 117-127. (EI, oral)
[28] Wanwan Han, Guanghui Yue*, Lvyin Duan, Xue Bai, Jingfeng Du, Tianwei Zhou, Tianfu Wang. CEID: Benchmark Dataset for Designing Segmentation Algorithms of Instruments Used in Colorectal Endoscopy[C]. International Conference on Image and Graphics. Springer, Cham, 2021: 618-629. (EI, oral)
[29] Guanghui Yue*, Shaoping Zhang, Yuan Li, Xiaoyan Zhou, Tianwei Zhou and Wei Zhou. Subjective quality assessment of enhanced retinal images. 2023 IEEE International Conference on Image Processing. IEEE, 2023: 3005-3009. (EI)
[30] Xinzheng Wu, Tianwei Zhou, Zishan Qiu*. Bacterial Foraging Optimization Based on Levy Flight for Fuzzy Portfolio Optimization. International Conference on Swarm Intelligence, 2020: 287-298. (EI, oral)
专利
调度优化类
[1] 周天薇,牛奔,姚习章,张楚容,岳广辉. 飞机停机场分配方法、装置、计算机设备及存储介质,2023-08-07,中国,2023109848015.(已受理)
[2] 周天薇,何鹏城,肖宝宇,岳广辉. 不正常航班机型指派恢复方法、装置、设备及介质,2023-10-25,中国,2023113818864.(已受理)
[3] 周天薇,张雯雯,张玉龙,牛奔,岳广辉,戴伟斌,陈斌辉,2024-7-17,中国,2024109589458.(已受理)
[4] 周天薇,何鹏城,潘运宝,岳广辉,牛奔,戴伟斌,陈斌辉,2024-08-21,中国,202411152424X.(已受理)
[5] 牛奔,周天薇,钟惠芬,练肇通. 跨场景的飞机与机组联合恢复方法、装置、设备及介质,2023-09-21,中国,2023112249279.(已受理)
[6] 牛奔,蔡高成,周天薇. 维修飞机停机位的分配方法、系统、设备及存储介质,2023-06-30,中国,2023107938642.(已受理)
[7] 牛奔,卢浚睿,周天薇,张楚容. 飞机维修人员的智能调度方法、装置、设备及介质,2023-09-21,中国,2023112249264.(已受理)
网络资源调度优化控制类
[1] 周天薇,岳广辉,牛奔,卢浚睿,段绿茵,李红超,刘畅. 基于乘性测量不确定性的触发控制方法、装置及相关设备,2022-02-01,中国,202110577787.8. (已授权)(2022-02-01 授权)
[2] 周天薇,王千汇,岳广辉,肖溱鸽,姚习章,张凤娥,谭松柏,王红. 基于量化器的异步事件触发控制方法、装置、设备及介质,2023-08-08,中国,202211387311.9. (已授权)(2023-08-08 授权,2022-11-07 申请)
[3] 周天薇,王千汇,岳广辉,李红超,牛奔. 基于编码器的智能事件触发控制方法、装置、设备及介质,2023-07-07,中国,2023108322835.(已受理)
[4] 左志强,周天薇,王一晶. 一种基于事件触发机制的网络化控制系统和控制方法,2020-05-05,中国,201911245333.X. (已授权)
参数优化类
[1] 肖溱鸽,牛奔,周天薇,赵亚萍.响应刀具磨损时变特性的数控批量加工切削参数优化方法,2023-01-03,中国,202211234118.1.(已受权)
图像处理类
[1] 周天薇,谭松柏,李思莹,牛奔. 基于注意力引导金字塔上下文网络的大肠息肉分割方法,2023-05-12,中国,202211214108.1. (已授权)
[2] 周天薇, 谭松柏, 宋龙琦, 岳广辉.基于注意力和多任务的盲图像质量评价方法、装置、设备及介质.国家发明专利,专利号:ZL 2024101645500.(已受理)
[3] 周天薇,宋龙琦,谭松柏,姚习章,岳广辉. 一种AI图像的图像质量评价方法、系统、设备及介质,2024-04-01,中国,202410385097.6.(已受理)
软件著作权
[1] 周天薇; 张雯雯; 牛奔; 何鹏城; 卢浚睿; 岳广辉; 基于web的航空工程维修管理信息系统(v1.0), 流水号:2021R11L2903136, 2021-10-22, 中国
教研论文
[1] 周天薇. 与学生一起成长. 我们探寻的管理世界:深圳大学管理学院教学研究文集. 2019.12.
[2] 周天薇, 岳广辉, 牛奔, 赖晓凡. “课程奠基,以赛促创——高校本科生科研能力培养的探讨与思考”. 我们的天职是求知:深圳大学管理学院教学研究文集. 2022.04.
[3] 周天薇, 张凤娥, 牛奔, 王旸. 高校教研实践路径探索之“沉浸式”教学——以《企业信息战略管理》课程为例. 赋能教学,创新育人:深圳大学管理学院教学研究文集. 2023.12.
国内中文会议交流
[1] 周天薇,张凤娥,“第28届管理科学与工程国际会议” 医保DRG支付及医联体分级诊疗下医院转诊演化博弈分析,2024年6月
[2] 周天薇,张凤娥,周郑涵,牛奔,“中国优选法统筹法与经济数学研究会智能决策与博弈分会第五届学术年会暨“数字经济时代的综合评价与智能决策”论坛” DIP制度下医保患三方演化博弈——以低码高编行为为例,2024年5月
[3] 周天薇,何鹏城,肖宝宇,牛奔,“第六届智能制造系统工程学术会议” 基于旅客满意度的不正常航班机型指派问题研究:事件驱动的优化方法,2023年8月
[4] 周天薇,姚习章,牛奔,杨辰,ICSSSM, Time Series Forecasting of Outpatient Data Flow Based on Deep Learning,2023年8月
[5] 周天薇,肖宝宇,张凤娥,冯元粤,牛奔,甘小冰,“第五届智能制造系统工程学术会议”,《新冠疫情下基于服务质量理论的不正常航班旅客满意度实证研究》,2022年11月
[6] 周天薇*,张雯雯,廖盛浩,陈嘉耀,许毅臻,王红,“第二十三届中国管理科学学术年会”,《基于多目标遗传算法的仓库人员调度问题研究》,2021年12月
[7] 牛奔,薛博文,周天薇*,“第四届智能制造系统工程学术会议”,《基于交互式细菌觅食算法的飞机维修人员调度问题研究》,2021年10月
本科生
[1] 系统安全与保密
[2] 企业信息战略管理
[3] 交叉学科中的数字智能创新方法
[4] 管理建模方法与技术
研究生
[1] 论文写作指导
[2] 人工智能与创新
期刊编委
[1] Editorial Board of IETI Transactions on Data Analysis and Forecasting (iTDAF)(https://online-journals.org/index.php/iTDAF/about/editorialTeam)
会议组织
[2] Session Chair of “Advanced Control and Applications for Constraint Systems with Limited Feedback” (CCC2024), Kunming, China, July 28-31, 2024.
[3] Session Chair of “Advanced Control and Performance Analysis for Constraint Systems with Limited Feedback” (CCC2023), Tianjin, China, July 24-26, 2023.
[4] Session Co-Chair of “Machine Learning and Swarm Intelligence in Resource Allocation and Industrial Applications” (ICSI2023), Shenzhen, China, July 14-18, 2023.
[5] Technical Committee at the 2023 5rd International Conference on E-Business and E-commerce Engineering (EBEE 2023), Bali, Indonesia. during December 15-17, 2023.
[6] Session Co-Chair of “Swarm Intelligence and Machine Learning in Management Science and Industrial Applications” (ICSI2022), Xi’an, China, July 15-19, 2022.
[7] Workshop Co-Chair of “Machine Learning and Intelligent Optimization in Management and Industrial Applications”, 4th International Conference on Machine Learning for Cyber Security (ML4CS), Guangzhou, China, December 2-4, 2022.
[8] Technical Committee at the 2021 3rd International Conference on E-Business and E-commerce Engineering (EBEE 2021), Sanya, China - virtual conference during December 17-December 19, 2021.
[9] Session Co-Chair of “Intelligent Computing and Swarm Intelligence in Management Science and Industrial Applications” (ICSI2021), Qingdao, China, July 17-21, 2021.
承担国内会议工作
[1] 第五届智能制造系统工程学术会议 组织委员会委员
[2] 第十七届中国科技政策与管理学术年会暨中国科学学与科技政策研究会理事会 会务组成员
所属学会
[1] 随机服务与运作管理分会青年理事
[2] 中国自动化学会青年工作委员会委员
[3] 中国自动化学会普及工作委员会委员
[4] IEEE会员
[5] 中国自动化学会会员
[6] 中国运筹学会会员
[7] CCF专业会员
学生科研项目指导
国家级大学生创新创业训练计划项目
[1] 水落金出——含镍电镀废水资源化领军者。(2021-2022)(优秀结项)
[2] 基于新型深度学习框架的门诊病人流时间序列预测模型研究。(2023-2024)
[3] Fx光速建模--巨懂你的数学建模服务平台。(2023-2024)
省级大学生创新创业训练计划项目
[1] 基于成本最小化的航班机组人员排班问题研究。(2022-2023)
[2] 疫情影响下不正常航班机组人员排班问题研究。(2020-2021)
深圳大学学生创新发展基金项目
[1] 基于成本最小化的航线与机型优化问题研究
[2] 基于改进的 NSGA-II 和 MOPSO 算法的仓库间人员调度优化问题研究
[3] 基于改进灰狼算法的非常态航班恢复研究
[4] Fx光速建模--超懂你的数学建模服务平台(优秀结项,二等奖)
[5] 基于粒子群算法的机组人员调度问题研究
[6] 疫情影响下基于数据驱动的不正常航班旅客满意度评价研究(优秀结项)
[7] DoS攻击下基于博弈论的CPS的控制问题研究
[8] DoS攻击下状态转移概率未知的CPS控制问题研究
学生比赛指导
[1] 2023年12月深圳大学2021年“荔园挑战”创新创业大赛创业赛道银奖(指导老师)
[2] 2023年9月第八届中国国际“互联网+”大学生创新创业大赛广东省分赛铜奖(指导老师)
[3] 2023年8月工业和信息化部工业文化发展中心 2023产业融合发展——新工科创新大赛“快车道”杯华南分赛三等奖(指导老师)
[4] 2023年6月腾讯“锐意挑战创新团队奖”(指导老师)
[5] 2023年6月第十三届全国大学生“创新、创意及创业”挑战赛深圳大学校级三等奖(指导老师)
[6] 2023年美国大学生数学建模竞赛(MCM)三等奖(指导老师)
[7] 2022年12月中国研究生数学建模竞赛二等奖(指导老师)
[8] 2022年12月深圳大学学生创新发展基金基础实验项目二等奖(指导老师)
[9] 2022年7月第八届中国国际“互联网+”大学生创新创业大赛深圳大学校内赛优胜奖(指导老师)
[10] 2022年7月第十三届“挑战杯”广东大学生创业计划竞赛铜奖(指导老师)
[11] 2022年5月美国大学生数学建模竞赛(MCM)一等奖(指导老师)
[12] 2021年12月深圳大学2021年“荔园挑战”创新创业大赛创业赛道银奖(指导老师)
[13] 2021年11月深圳大学学生创新发展基金基础实验项目优秀结题(指导老师)
[14] 2021年10月第七届中国国际“互联网+”大学生创新创业大赛全国总决赛国际组铜奖(指导老师)
[15] 2020年11月第六届中国国际“互联网+”大学生创新创业大赛全国总决赛国际组银奖(指导老师)
[16] 2020年11月深圳市龙岗区“东进杯”大学生创业大赛三等奖(指导老师)
[17] 2020年11月“中国外运杯”第七届全国大学生物流设计大赛深圳大学校级二等奖(指导老师)
[18] 2020年7月第六届中国国际“互联网+”大学生创新创业大赛深圳大学校内赛优胜奖(指导老师)
[19] 2020年美国大学生数学建模竞赛(MCM)三等奖(指导老师)
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