张国富, 朱前顺*, 苏兆品, 岳峰. (2024) 基于双层交互Q学习的路网抢修和物资配送联合调度. 控制与决策, 待发表.

 张国富, 王茹, 苏兆品, 岳峰, 廉晨思, 杨波. (2024) 音频删除篡改的多阶段检测与多模态定位. 第五届CSIG中国媒体取证与安全大会.

 岳峰, 彭洋, 苏兆品, 张国富, 廉晨思, 杨波, 方振. (2024) 基于特征交互和表示增强的语音手机来源开集识别. 第五届CSIG中国媒体取证与安全大会.

Zhaopin Su, Guofu Zhang*, Zhiyuan Shi, Donghui Hu, Weiming Zhang. (2024) Message-Driven Generative Music Steganography Using MIDI-GAN. IEEE Transactions on Dependable and Secure Computing, 21(6) 5196-5207.

Xiangyu Cheng, Yaofei Wang, Chang Liu, Donghui Hu, Zhaopin Su. (2024) HiFi-GANw: Watermarked Speech Synthesis Via Fine-Tuning of HiFi-GAN. IEEE Signal Processing Letters, 31 2440-2444.

Guofu Zhang, Lei Li, Zhaopin Su*, Feng Yue, Yang Chen, Miqing Li, Xin Yao . (2024) On Estimating the Feasible Solution Space of Multi-Objective Testing Resource Allocation. ACM Transactions on Software Engineering and Methodology, 33(6) Article 145.

Zhaopin Su, Ziqi Fang, Chensi Lian, Guofu Zhang*, Mengke Li. (2024) Audio splicing detection and localization using multistage filterbank spectral sketches and decision fusion. Multimedia Systems, 30: Article 92.

张国富*, 宋晓晓, 苏兆品, 岳峰. (2024) 面向任务的重叠联盟结构生成计算复杂性. 控制理论与应用, 41(1) 163-171.

Zhaopin Su, Mengke Li, Guofu Zhang*, Qinfang Wu, Miqing Li, Weiming Zhang, Xin Yao. (2023)  Robust audio copy-move forgery detection using constant Q spectral sketches and GA-SVM. IEEE Transactions on Dependable and Secure Computing, 20(5) 4016-4031.

 Guofu Zhang, Lei Li, Zhaopin Su*, Zhisheng Shao, Miqing Li, Bin Li, Xin Yao. (2023)  New reliability-driven bounds for architecture-based multi-objective testing resource allocation. IEEE Transactions on Software Engineering, 49(4) 2513-2529.

Guofu Zhang, Lulu Zheng, Zhaopin Su*, Yifei Zeng, Guoquan Wang. (2023)  M-Sequences and Sliding Window Based Audio Watermarking Robust Against Large-Scale Cropping Attacks. IEEE Transactions on Information Forensics and Security, 18: 1182 - 1195.

Zhaopin Su, Mengke Li, Guofu Zhang*, Qinfang Wu, Yaofei Wang. (2023)  Robust audio copy-move forgery detection on short forged slices using sliding window. Journal of Information Security and Applications, 75: article 103507.

苏兆品*, 张羚, 张国富, 岳峰. (2023)  基于多特征融合和BiLSTM的语音隐写检测算法. 电子学报, 51(5) 1300-1309

Heng Zhang, Guofu Zhang, Zhaopin Su, Feng Yue. (2023)  Weekly Earthquake Prediction Algorithm Based on DenseNet.  in: Proceedings of the 4th International Conference on Computers and Artificial Intelligence Technology, Macau, Macao, pp. 70-75.

Feng Yue, Jiale Chen, Zhaopin Su*, Niansong Wang, Guofu Zhang. (2022)  Audio spoofing detection using constant-Q spectral sketches and parallel-attention SE-ResNet.  In: Proceedings of the 27th European Symposium on Research in Computer Security, Copenhagen, Denmark, pp.756-762.

SU Zhaopin*, DUAN Lianqi, ZHANG Guofu, CHANG Jiayuan, SHEN Yufeng. (2022)  Multicrew scheduling and routing in road network restoration based on deep Q-learning.  in: Proceedings of the AAAI 2022 Workshop on Machine Learning for Operations Research,  https://openreview.net/pdf?id=QAKb7o4IAEQ.

Yufeng Shen*, Lianqi Duan, Qianshun Zhu, Zhaopin Su, Guofu Zhang. (2022)  Multiagent Q-learning for multicrew dynamic scheduling and routing in road network restoration. 第34届中国控制与决策会议, 合肥, pp. 1217-1222.

岳峰, 朱慧, 苏兆品*, 张国富. (2022)  基于BN优化SNGAN的自适应音频隐写算法. 计算机学报,  45(2) 427 - 440.

张国富*, 陆淑君, 苏兆品, 潘刚. (2022)  化工园区应急物资多目标分配问题建模与求解. 控制与决策,  37(4) 962 - 972.

张国富*, 常加远, 苏兆品, 沈宇锋. (2022)  大量需求点下基于深度Q学习的受损路网抢修队调度. 控制与决策, 37(12) 3267-3277.

张国富, 肖锐, 苏兆品*, 廉晨思, 岳峰. (2022)  多特征决策融合的音频copy-move篡改检测与定位. 中国图象图形学报, 27(9) 2697-2707.

苏兆品, 张羚, 张国富*. (2022)  低比特率语音流大容量分层隐写方法. 中国图象图形学报, 27(12) 3461 - 3475.

Zhaopin Su, Guofu Zhang*, Feng Yue, Dezhi Zhan, Miqing Li, Bin Li, Xin Yao. (2021) Enhanced constraint handling for reliability-constrained multi-objective testing resource allocation. IEEE Transactions on Evolutionary Computation, 25(3) 537 - 551.

SU Zhaopin, ZHANG Guofu*, ZHOU Xianxian, LI Wangwang. (2021) Segment-adaptive spread spectrum audio watermarking using NSGA-II. Chinese Journal of Electronics (电子学报英文版), 30(4) 727 - 735.

苏兆品, 吴张倩, 岳峰, 武钦芳, 张国富*. (2021)  自然环境背景噪声下基于低维深度特征的手机来源识别. 电子学报, 49(4) 637 - 646.

苏兆品*, 沈朝勇, 张国富,  岳峰,  胡东辉. (2021)  一种基于差异演化的鲁棒音频隐写算法. 电信科学, 37(11) 64 - 74.

张国富*, 涂冰花, 苏兆品, 岳峰. (2021)  一种面向严重受损路网的抢修队调度算法. 控制与决策,  36(7) 1663 - 1671.

桂海霞*, 赵邦磊, 张国富, 苏兆品, 蒋建国. (2021)  任务优先满足和绩效奖励的重叠联盟效用分配. 系统工程学报, 36(3) 302 - 313.

Zhaopin Su*, Guofu Zhang, Feng Yue, Jindong He, Miqing Li, Bin Li, Xin Yao. (2020) Finding the largest successful coalition under the strict goal preferences of agents. ACM Transactions on Autonomous and Adaptive Systems, 14(4) Article 15.

Guofu Zhang, Zhaopin Su*, Miqing Li, Meibin Qi, Jianguo Jiang, Xin Yao. (2020) A task-oriented heuristic for repairing infeasible solutions to overlapping coalition structure generation. IEEE Transactions on Systems, Man, and Cybernetics: Systems, 50(3) 785 - 801.

Zhaopin Su, Wangwang Li, Guofu Zhang*, Donghui Hu, Xianxian Zhou. (2020) A steganographic method based on gain quantization for iLBC speech streams. Multimedia Systems, 26(2) 223 - 233.

苏兆品, 李沫晗, 张国富*, 刘扬. (2020)  基于Q学习的受灾路网抢修队调度问题建模与求解. 自动化学报, 46(7) 1467 - 1478.

Zhangqian Wu, Zhaopin Su*, Qinfang Wu. (2020)  A Real-Time Mp3 Copyright Protection System for Mobile Terminals:Practicalissues. in: Proceedings of the IEEE International Conference on Information Technology,Big Data and Artificial Intelligence, Chongqing, China, pp. 313-320.

刘 扬, 张国富*, 苏兆品, 蒋建国. (2019)  救灾物资多阶段分配与调度问题建模与求解. 控制与决策,  34(9) 2015-2022.

Zhaopin Su, Guofu Zhang*, Feng Yue, Lejie Chang, Jianguo Jiang, Xin Yao. (2018)SNR-constrained heuristics for optimizing the scaling parameter of robust audio watermarking. IEEE Transactions on Multimedia, 20(10) 2631 - 2644.

Mang Wang*, Bin Li, Guofu Zhang, Xin Yao. (2018)Population evolvability: Dynamic fitness landscape analysis for population-based metaheuristic algorithms. IEEE Transactions on Evolutionary Computation, 22(4) 550 - 563.

桂海霞, 张国富*, 苏兆品, 蒋建国. (2018)  一种基于差分进化和编码修正的重叠联盟结构生成算法. 控制理论与应用, 35(2) 215 - 223.

Guofu Zhang, Zhaopin Su, Miqing Li, Feng Yue, Jianguo Jiang, Xin Yao*. (2017) Constraint handling in NSGA-II for solving optimal testing resource allocation problems. IEEE Transactions on Reliability, 66(4) 1193 - 1212.

张国富*, 杜晓东, 苏兆品, 蒋建国.(2017) 带有目标偏好的最大成功联盟生成算法. 模式识别与人工智能, 30(6) 489 - 498.

Zhaopin Su*, Lejie Chang, Guofu Zhang, Jianguo Jiang, Feng Yue. (2017) Window switching strategy based semi-fragile watermarking for MP3 tamper detection. Multimedia Tools and Applications, 76(7) 9363–9386.

苏兆品, 张国富*, 蒋建国, 岳 峰, 张 婷. (2017) 基于非支配排序差异演化的应急资源多目标分配算法. 自动化学报, 43(2) 188-207.

张国富*, 王永奇, 苏兆品, 蒋建国. (2017) 应急救援物资多目标分配与调度问题建模与求解. 控制与决策, 32(1) 86-92.

Yang Liu, Guofu Zhang*, Zhaopin Su, Feng Yue, Jianguo Jiang. (2016) Using computational intelligence algorithms to solve the coalition structure generation problem in coalitional skill games. Journal of Computer Science and Technology, 31(6) 1136-1150.

Zhaopin Su, Guofu Zhang*, Yang Liu, Feng Yue, Jianguo Jiang. (2016) Multiple emergency resource allocation for concurrent incidents in natural disasters. International Journal of Disaster Risk Reduction, 17 199-212.

陆 阳, 岳 峰*, 张国富, 苏兆品, 王永奇. (2016) 串并行软件系统测试资源动态分配建模与求解. 软件学报, 27(8) 1964-1977.

桂海霞*, 蒋建国, 张国富. (2016) 面向并发多任务的重叠联盟效用分配策略. 模式识别与人工智能, 29(4) 332 - 340.

Feng Yue, Guofu Zhang*, Zhaopin Su, Yang Lu, Ting Zhang. (2015) Multi-software reliability allocation in multimedia systems with budget constraints using Dempster-Shafer theory and improved differential evolution. Neurocomputing 169 13-22.

Guofu Zhang*, Renzhi Yang, Zhaopin Su, Feng Yue, Yuqi Fan, Meibin Qi, Jianguo Jiang. (2015) Using binary particle swarm optimization to search for maximal successful coalition. Applied Intelligence 42(2) 195-209.

苏兆品*, 张 婷, 张国富, 尤小泉, 蒋建国. (2014) 基于云模型和模糊聚合的应急决策方案评估. 模式识别与人工智能 27(11) 1047-1056.

张国富*, 周 鹏, 苏兆品, 杨仁志, 蒋建国. (2014) 一种基于讨价还价的重叠联盟效用划分策略. 模式识别与人工智能 27(10) 930-938.

Jingbei Tian*，Jianguo Jiang，Guofu Zhang，Zhaopin Su. (2014) A strategy based on grey relational grade for fuzzy coalition formulation. In: Proceedings of the 6th International Conference on Intelligent Human-Machine Systems and Cybernetics, Hangzhou, China, pp.379-383.

岳 峰, 苏兆品*, 陆 阳, 张国富. (2013) 基于偏好和模糊软集合的软件质量综合评价方法. 系统工程与电子技术 35(7) 1460-1466.

田敬北*, 蒋建国, 张国富, 苏兆品, 刘 扬. (2013) 基于云模型的Agent联盟评价. 控制与决策 28(1) 152-156.

张国富*, 周 鹏, 蒋建国, 苏兆品, 田敬北, 刘 扬. (2012) 基于虚拟联盟的重叠联盟形成算法. 电子学报 40(1) 121-127.

Zhaopin Su, Guofu Zhang, Jianguo Jiang. (2012) Multimedia security: a survey of chaos based encryption technology. Multimedia-A Multidisciplinary Approach to Complex Issues, Ioannis Karydis (Editor), InTech-Open Access Publisher, 99-124.

Guofu Zhang*, Jianguo Jiang, Changhua Lu, Zhaopin Su, Hua Fang, Yang Liu. (2011) A revision algorithm for invalid encodings in concurrent formation of overlapping coalitions. Applied Soft Computing 11(2) 2164-2172.

Zhaopin Su*, Jianguo Jiang, Changyong Liang, Guofu Zhang. (2011) Path selection in disaster response management based on Q-learning. International Journal of Automation and Computing 8(1) 100-106.

Zhaopin Su*, Jianguo Jiang, Changyong Liang, Guofu Zhang. (2011) A distributed algorithm for parallel multi-task allocation based on profit sharing learning. 自动化学报 37(7) 865-872.

Zhaopin Su, Shiguo Lian, Guofu Zhang, Jianguo Jiang. (2011) Chaos-based video encryption algorithms. Chaos based Cryptography, Ljupco Kocarev and Shiguo Lian (Editors), Springer, 205-226.

Guofu Zhang*, Jianguo Jiang, Zhaopin Su, Meibin Qi, Hua Fang. (2010) Searching for overlapping coalitions in multiple virtual organizations. Information Sciences 180(17) 3140-3156.

Na Xia*, Dong Han, Guofu Zhang, Jianguo Jiang, Khuong Vu. (2010) Study on attitude determination based on discrete particle swarm optimization. SCIENCE CHINA Technological Sciences 53(12) 3397-3403.

Zhaopin Su*, Jianguo Jiang, Shiguo Lian, Guofu Zhang, Donghui Hu. (2010) Hierarchical selective encryption for G.729 speech based on bit sensitivity. Journal of Internet Technology 11(5) 599-607.

Jianguo Jiang, Yang Liu*, Zhaopin Su, Guofu Zhang, Shiyi Xing. (2010) An improved selective encryption for H.264 video based on intra prediction mode scrambling. Journal of Multimedia 5(5) 464-472.

蒋建国, 张国富*, 齐美彬, 苏兆品. (2009) 基于离散粒子群求解复杂联盟的并行生成. 电子与信息学报 31(3) 519-522.

苏兆品*, 蒋建国, 梁昌勇, 张国富, 夏 娜. (2009) 蚁群算法的几乎处处强收敛性分析. 电子学报 37(8) 1646-1650.

Zhaopin Su*, Jianguo Jiang, Shiguo Lian, Donghui Hu, Changyong Liang, Guofu Zhang. (2009) Selective encryption for G.729 speech using chaotic maps. In: Proceedings of the 1st International Conference on Multimedia Information Networking and Security, Wuhan, China, pp.488-492.

蒋建国, 张国富*, 夏 娜, 苏兆品. (2008) 一种基于理性Agent的任务求解联盟形成策略. 自动化学报 34(4) 478-481.

Jianguo Jiang, Zhaopin Su*, Meibin Qi, Guofu Zhang. (2008) Multi-task coalition parallel formation strategy based on reinforcement learning. 自动化学报 34(3) 349-352.

蒋建国, 苏兆品*, 张国富, 夏 娜. (2008) 多任务联盟形成中的Agent行为策略研究. 控制理论与应用 25(5) 853-856.

苏兆品*, 蒋建国, 张国富, 夏 娜. (2008) 一种基于Agent诚实度的动态联盟形成策略. 系统管理学报 17(5) 577-580.

苏兆品*, 蒋建国, 夏 娜, 张国富. (2008) 基于维数划分策略和免疫的多任务联盟并行生成算法. 系统工程理论与实践 28(1) 118-123.

苏兆品*, 蒋建国, 夏 娜, 张国富. (2008) 一种基于免疫的敏捷虚拟企业伙伴选择算法. 中国机械工程 19(8) 925-929.

Jianguo Jiang, Guofu Zhang*, Zhaopin Su, Meibin Qi. (2007) Strategy of coalition formation based on distribution according to work and non-reducing utility. Chinese Journal of Electronics 16(4) 573-577.

张国富*, 蒋建国, 齐美彬, 苏兆品. (2007) 基于粒子群算法求解多层非线性规划问题. 模式识别与人工智能 20(6) 745-750.

张国富*, 蒋建国, 夏 娜, 苏兆品. (2007) 基于离散粒子群算法求解复杂联盟生成问题. 电子学报 35(2) 323-327.

苏兆品*, 蒋建国, 夏 娜, 张国富. (2007) 一种基于D-S证据理论的Agent联盟评价方法. 模式识别与人工智能 20(5) 624-629.

蒋建国, 尹 翔*, 夏 娜, 苏兆品. (2007) 基于历史行为的agent联盟策略. 电子学报 35(8) 1485-1489.

Guofu Zhang*, Jianguo Jiang, Na Xia, Zhaopin Su. (2006) Particle swarms cooperative optimization for coalition generation problem. In: Proceedings of the 6th International Conference on Simulated Evolution and Learning, Hefei, China, pp.166-173.

蒋建国, 苏兆品*, 李 援, 梁立伟. (2006) RTP/RTCP自适应流量控制算法. 电子学报 34(9) 1659-1662.

蒋建国, 夏 娜*, 张国富, 尹 翔. (2006) 基于蚁群算法的敏捷供应链伙伴选择. 系统仿真学报 18(12) 3377-3379.

苏兆品*, 蒋建国, 夏 娜, 张国富. (2006) 基于知识库和改进型免疫算法求解多任务联盟生成问题. 全国第一届Agent理论与应用学术会议, 烟台 pp.190-194.