《计算机研究与发展》 2019年(第56卷)总目次

2019-12-19 08:22

计算机研究与发展 2019年12期

关键词：算法方法

第一期

主编寄语——纪念《计算机研究与发展》创刊六十周年徐志伟 (1)

和《计算机研究与发展》一起成长陆汝钤 (3)

祝贺《计算机研究与发展》创刊六十周年陈熙霖 (5)

智能芯片的评述和展望韩栋周聖元支天陈云霁陈天石 (7)

闪存存储的重构与系统构建技术陆游游杨者舒继武 (23)

芯片敏捷开发实践：标签化RISC-V 余子濠刘志刚李一苇黄博文王卅孙凝晖包云岗 (35)

可持续自主学习的micROS机器人操作系统平行学习架构戴华东易晓东王彦臻王之元杨学军 (49)

操作系统虚拟化的研究现状与展望吴松王坤金海 (58)

边缘计算：现状与展望施巍松张星洲王一帆张庆阳 (69)

面向控域的体系结构：一种智能万物互联的体系结构风格徐志伟曾琛朝鲁彭晓晖 (90)

匿名通信与暗网研究综述罗军舟杨明凌振吴文甲顾晓丹 (103)

信息安全的新发展——为《计算机研究与发展》创刊六十周年而作曹珍富 (131)

归纳逻辑程序设计综述戴望州周志华 (138)

基于深度学习的数字几何处理与分析技术研究进展夏清李帅郝爱民赵沁平 (155)

多媒体内容理解的研究现状与展望彭宇新綦金玮黄鑫 (183)

智慧教育研究现状与发展趋势郑庆华董博钱步月田锋魏笔凡张未展刘均 (209)

第二期

基于RDMA的分布式存储系统研究综述陈游旻陆游游罗圣美舒继武 (227)

硬件加速神经网络综述陈桂林马胜郭阳 (240)

基于逆强化学习的示教学习方法综述张凯峰俞扬 (254)

基于TD-error自适应校正的深度Q学习主动采样方法白辰甲刘鹏赵巍唐降龙 (262)

基于多目标演化聚类的大规模动态网络社区检测李赫印莹李源赵宇海王国仁 (281)

视频实时评论的深度语义表征方法吴法民吕广奕刘淇何明常标何伟栋钟辉张乐 (293)

基于信息融合的概率矩阵分解链路预测方法王智强梁吉业李茹 (306)

面向小目标的多尺度Faster-RCNN检测算法黄继鹏史颖欢高阳 (319)

CrowdTracker：一种基于移动群智感知的目标跟踪方法景瑶郭斌陈荟慧岳超刚王柱於志文 (328)

SegGraph：室外场景三维点云闭环检测算法廖瑞杰杨绍发孟文霞董春梅 (338)

低速率流淘汰与d-Left散列相结合的大流检测算法李春强董永强吴国新 (349)

移动蜂窝网络流量的时延特征识别方法研究魏松杰吴超罗娜张功萱 (363)

时空驱动的大规模真实感海洋场景实时渲染李颖唐勇张浩然刘丁周升腾王赛 (375)

单帧图像下的环境光遮蔽估计郭雨潇陈雷霆董悦 (385)

一种面向软件特征定位问题的语义相似度集成方法何云李彤王炜李响兰微 (394)

双精度浮点矩阵乘协处理器研究贾迅邬贵明谢向辉吴东 (410)

基于动态二进制翻译和插桩的函数调用跟踪卢帅兵张明林哲超李虎况晓辉赵刚 (421)

图计算中基于一致性约束条件的迭代模型研究孙茹君张鲁飞郝子宇陈左宁 (431)

面向云存储的支持完全外包属性基加密方案赵志远王建华徐开勇郭松辉 (442)

第三期

EasiDARM:基于分布式的物联网设备自适应注册方法施亚虎石海龙崔莉 (453)

基于网络节点聚类的目标IP城市级定位方法李明月罗向阳柴理想袁福祥甘勇 (467)

基于稀疏框架的静态污点分析优化技术王蕾何冬杰李炼冯晓兵 (480)

抵抗自适应密钥恢复攻击的层级全同态加密李增鹏马春光赵明昊 (496)

点差分隐私下图数据的度直方图发布方法张宇轩魏江宏李霁刘文芬胡学先 (508)

基于双线性映射的支持全操作的公共可验证外包数据库模型王强周福才玄鹏开吴淇毓 (521)

能量收集与协作网络安全容量优化技术吴嘉鑫武继刚陈龙隋秀峰 (533)

群智感知应用中基于区块链的激励机制何云华李梦茹李红孙利民肖珂杨超 (544)

基于聚类索引的多关键字排序密文检索方案杜瑞忠李明月田俊峰 (555)

基于KNN离群点检测和随机森林的多层入侵检测方法任家东刘新倩王倩何海涛赵小林 (566)

基于多匿名器的轨迹隐私保护方法张少波王国军刘琴刘建勋 (576)

基于校正矢量的分布式DV-Hop求精算法林维维姚英彪邹柯冯维严军荣 (585)

基于相似性连接的时间序列Shapelets提取张振国王超温延龙袁晓洁 (594)

基于智能手机感知数据的心理压力评估方法王丰王亚沙王江涛熊昊一赵俊峰张大庆 (611)

基于层次信息粒表示的属性图链接预测模型罗晟苗夺谦张志飞张远健胡声丹 (623)

多元数据融合的非干扰身份识别方法于佃存陈益强彭晓晖焦帅李啸海钟习 (635)

一种自适应的多臂赌博机算法章晓芳周倩梁斌徐进 (643)

流模式下有向近似覆盖图算法研究张昕李晓光 (655)

基于不均匀空间划分和R树的时空索引赵馨逸黄向东乔嘉林康荣李娜王建民 (666)

第四期

基于动态权衡的新型非易失存储器件体系结构研究综述张明喆张法刘志勇 (677)

类Paxos共识算法研究进展王江章明星武永卫陈康郑纬民 (692)

二进制翻译中动静结合的寄存器分配优化方法王军庞建民傅立国岳峰单征张家豪 (708)

一种基于自更新的简单高效Cache一致性协议何锡明马胜黄立波陈微王志英 (719)

基于QEMU的动态二进制插桩技术邹伟高峰颜运强 (730)

一种高效解决间接转移的反馈式静态二进制翻译方法王军庞建民傅立国岳峰张家豪 (742)

基于工作负载感知的固态硬盘阵列系统的架构设计与研究张强梁杰许胤龙李永坤 (755)

纠删码存储系统中基于网络计算的高效故障重建方法唐英杰王芳谢燕文 (767)

基于历史数据的虚拟机资源分配方法王海涛李战怀张晓卜海龙孔兰昕赵晓南 (779)

地球科学大规模并行应用的重叠存储优化陈璟锟杜云飞 (790)

一种基于斯格明子介质的高效存内计算框架刘必成顾海峰陈铭松谷守珍陈闻杰 (798)

面向关系数据库查询的能耗建模及计划评价国冰磊于炯杨德先廖彬 (810)

基于Intel平台的Winograd快速卷积算法研究与优化武铮安虹金旭迟孟贤吕国锋文可周鑫 (825)

划分序乘积空间：基于划分的粒计算模型徐怡姚一豫 (836)

三元概念的一种构造方法王霞江山李俊余吴伟志 (844)

基于带权词格的循环神经网络句子语义表示建模张祥文陆紫耀杨静林倩卢宇王鸿吉苏劲松 (854)

Uroad:一种高效的大规模多对多拼车匹配算法曹斌洪峰王凯徐锦婷赵立为范菁 (866)

基于Kendall tau距离的在线服务信誉度量方法郑苏苏付晓东岳昆刘骊刘利军冯勇 (884)

面向WS-BPEL程序的变异测试优化技术孙昌爱王真潘琳 (895)

第五期

前言王兴伟李丹苏金树任丰原 (907)

SDN中基于信息熵与DNN的DDoS攻击检测模型张龙王劲松 (909)

基于接入请求时空分布的延迟容忍上传接入控制方法陈丽邓琨蒋涛乐光学李攀攀杨俊徐旭宝 (919)

一种智能高效的最优渗透路径生成方法王硕王建华汤光明裴庆祺张玉臣刘小虎 (929)

基于随机博弈与改进WoLF-PHC的网络防御决策方法杨峻楠张红旗张传富 (942)

DiffSec：一种差别性的智能网络安全服务模型邓理吴伟楠朱正一陈鸣 (955)

基于软件定义无线网络的协作式路由实现和性能分析费宁徐力杰成小惠 (967)

障碍空间中基于Voronoi图的不确定数据聚类算法万静崔美玉何云斌李松 (977)

一种面向大规模序列数据的交互特征并行挖掘算法赵宇海印莹李源汪嗣尧王国仁 (992)

数据驱动的数学试题难度预测佟威汪飞刘淇陈恩红 (1007)

基于布尔矩阵分解的蛋白质功能预测框架刘琳唐麟唐明靖周维 (1020)

一种面向多源异构数据的协同过滤推荐算法吴宾娄铮铮叶阳东 (1034)

基于自适应人工鱼群FCM的异常检测算法席亮王勇张凤斌 (1048)

基于CNN噪声分离模型的噪声水平估计算法徐少平刘婷云李崇禧唐祎玲胡凌燕 (1060)

视听相关的多模态概念检测奠雨洁金琴 (1071)

基于降噪自动编码器的语种特征补偿方法苗晓晓徐及王剑 (1082)

基于图片问答的静态重启随机梯度下降算法李胜东吕学强 (1092)

通用可复合的ElGamal型广播多重签密协议李建民俞惠芳谢永 (1101)

轻量级窄带物联网应用系统中高效可验证加密方案钱涵佳王宜怀彭涛陈成罗喜召 (1112)

高效低存储开销可验证外包求解大规模线性方程组方案冯达周福才王强吴淇毓 (1123)

第六期

前言刘志勇窦勇 (1133)

类脑机的思想与体系结构综述黄铁军余肇飞刘怡俊 (1135)

基于3D忆阻器阵列的神经网络内存计算架构毛海宇舒继武 (1149)

面向深度学习加速器的安全加密方法左鹏飞华宇谢新锋胡杏谢源冯丹 (1161)

多层神经网络算法的计算特征建模方法方荣强王晶姚治成刘畅张伟功 (1170)

面向阻变存储器的长短期记忆网络加速器的训练和软件仿真刘鹤季宇韩建辉张悠慧郑纬民 (1182)

基于细粒度数据流架构的稀疏神经网络全连接层加速向陶然叶笑春李文明冯煜晶谭旭张浩范东睿 (1192)

区块链网络最优传播路径和激励相结合的传播机制海沫朱建明 (1205)

软件定义数据中心网络多约束节能路由算法何荣希雷田颖林子薇 (1219)

无线传感器网络节点位置验证框架苗春雨陈丽娜吴建军周家庆冯旭杭 (1231)

社交网络链路预测的个性化隐私保护方法孟绪颖张琦佳张瀚文张玉军赵庆林 (1244)

一种跨APP组件间隐私泄露自动检测方法李振汤战勇李政桥王海龚晓庆陈峰陈晓江房鼎益 (1252)

一种基于域名请求伴随关系的恶意域名检测方法彭成维云晓春张永铮李书豪 (1263)

基于事件逻辑的WMN客户端与LTCA认证协议安全性分析肖美华李娅楠宋佳雯王西忠李伟钟小妹 (1275)

面向物联网数据安全共享的属性基加密方案赵志远王建华朱智强孙磊 (1290)

地理社交网络中重叠种子的广告博弈决策机制于亚新王磊 (1302)

基于层次化深度关联融合网络的社交媒体情感分类蔡国永吕光瑞徐智 (1312)

基于分类型矩阵对象数据的MD fuzzyk-modes聚类算法李顺勇张苗苗曹付元 (1325)

图概要技术研究进展王雄董一鸿施炜杰潘剑飞 (1338)

第七期

基于出行方式及语义轨迹的位置预测模型章静蕾石海龙崔莉 (1357)

共享和私有信息最大化的跨媒体聚类闫小强叶阳东 (1370)

一种基于集成学习的科研合作者潜力预测分类方法艾科马国帅杨凯凯钱宇华 (1383)

基于子集一致性检测的诊断解极小性判定方法田乃予欧阳丹彤刘梦张立明 (1396)

人才流动的时空模式：分析与预测胥皇於志文郭斌王柱 (1408)

基于自适应局部搜索的进化多目标稀疏重构方法刘昊霖池金龙邓清勇彭鑫裴廷睿 (1420)

基于神经网络的药物实体与关系联合抽取曹明宇杨志豪罗凌林鸿飞王健 (1432)

基于边缘计算的可信执行环境研究宁振宇张锋巍施巍松 (1441)

基于二元Weibull分布的非下采样Shearlet域图像水印算法牛盼盼王向阳杨思宇文涛涛杨红颖 (1454)

基于动态策略学习的关键内存数据访问监控冯馨玥杨秋松石琳王青李明树 (1470)

面向数字型的轻量级保形加密算法研究刘波涛彭长根吴睿雪丁红发谢明明 (1488)

双层差值扩展可逆数字水印算法苏文桂沈玉龙王祥 (1498)

汉语否定与不确定覆盖域检测叶静邹博伟洪宇沈龙骧朱巧明周国栋 (1506)

基于IndRNN-Attention的用户意图分类张志昌张珍文张治满 (1517)

基于城市监控的自然场景图像的中文文本提取方法肖珂戴舜何云华孙利民 (1525)

一种基于共享公平和时变资源需求的公平分配策略李杰张静李伟东张学杰 (1534)

一种最大化内存共享与最小化运行时环境的超轻量级容器张礼庆郭栋吴绍岭崔海波王伟 (1545)

基于“神威·太湖之光”的区域海洋模式并行优化吴琦倪裕芳黄小猛 (1556)

面向时间序列大数据海量并行贝叶斯因子化分析方法高腾飞刘勇琰汤云波张垒陈丹 (1567)

基于强化学习的Lustre文件系统的性能调优张文韬汪璐程耀东 (1578)

第八期

数据中心能耗模型及能效算法综述王继业周碧玉张法石翔曾楠刘志勇 (1587)

前言封举富于剑 (1604)

基于深度学习的程序理解研究进展刘芳李戈胡星金芝 (1605)

基于深度神经网络结构的互联网金融市场动态预测赵洪科吴李康李徵张兮刘淇 (1621)

基于深度卷积生成对抗网络和拓展近邻重排序的行人重识别戴臣超王洪元倪彤光陈首兵 (1632)

基于混合门单元的非平稳时间序列预测刘颉羲陈松灿 (1642)

融合CNN和Bi-LSTM的miRNA-lncRNA互作关系预测模型石文浩孟军张朋刘婵娟 (1652)

一种基于两阶段深度学习的集成推荐模型王瑞琴吴宗大蒋云良楼俊钢 (1661)

多示例学习下的深度森林架构任婕侯博建姜远 (1670)

样本加权的多视图聚类算法洪敏贾彩燕李亚芳于剑 (1677)

Heavy-Ball型动量方法的最优个体收敛速率程禹嘉陶蔚刘宇翔陶卿 (1686)

一种针对异常点的自适应回归特征选择方法郭亚庆王文剑苏美红 (1695)

基于经验指导的深度确定性多行动者-评论家算法陈红名刘全闫岩何斌姜玉斌张琳琳 (1708)

一种残差置乱上下文信息的场景图生成方法林欣田鑫季怡徐云龙刘纯平 (1721)

基于依存树及距离注意力的句子属性情感分类苏锦钿欧阳志凡余珊珊 (1731)

实值优化问题的非对称负相关搜索算法于润龙赵洪科汪中叶雨扬张培宁刘淇陈恩红 (1746)

支持范围查询的低冗余知识图谱管理王飞钱铁云刘斌彭智勇 (1758)

基于能耗梯度的SSD功率建模方法研究孙鉴李战怀李强张晓赵晓南 (1772)

动态二进制翻译中库函数处理的优化傅立国庞建民王军张家豪岳峰 (1783)

一种基于LSM树的键值存储系统性能优化方法王海涛李战怀张晓赵晓南 (1792)

第九期

机器学习化数据库系统研究综述孟小峰马超红杨晨 (1803)

面向绿色数据中心的能耗有效查询优化技术邢宝平吕梦圆金培权黄国锐岳丽华 (1821)

基于生成式对抗网络的结构化数据表生成模型宋珂慧张莹张江伟袁晓洁 (1832)

基于PU与生成对抗网络的POI定位算法田继伟王劲松石凯 (1843)

结合GAN与BiLSTM-Attention-CRF的领域命名实体识别张晗郭渊博李涛 (1851)

光纤安防系统中振动信号的特征提取和识别邹柏贤许少武苗军逯燕玲 (1859)

一种基于局部中心性的网络关键节点识别算法郑文萍吴志康杨贵 (1872)

药物靶标作用关系预测结果评价及查询验证余冬华郭茂祖刘晓燕程爽 (1881)

基于HeteSim的疾病关联长非编码RNA预测马毅郭杏莉孙宇彤苑倩倩任阳段然高琳 (1889)

区域医疗健康平台中检验检查指标的标准化算法张佳影王祺张知行阮彤张欢欢何萍 (1897)

基于动态规划的双序列比对算法构件设计与实现石海鹤周卫星 (1907)

BIRI：支持信息中心范型的BBO启发式MSN路由算法涂盼鹏王兴伟李婕黄敏 (1918)

微博热门话题关联商品品类挖掘左笑晨窦志成黄真卢淑祺文继荣 (1927)

社交媒体内容可信性分析与评价刘波李洋孟青汤小虎曹玖新 (1939)

一种基于博弈论的时序网络链路预测方法刘留王煜尧倪琦瑄曹杰卜湛 (1953)

基于DASH流媒体的TCP拥塞控制算法优化吴桦王凌程光 (1965)

面向多核处理器的机器学习推理框架张潇支天 (1977)

云存储系统中的预测式局部修复码张晓阳许佳豪胡燏翀 (1988)

二进制翻译正确性及优化方法的形式化模型傅立国庞建民王军张家豪岳峰 (2001)

学习模型指导的编译器优化顺序选择方法刘慧徐金龙赵荣彩姚金阳 (2012)

第十期

前言曹珍富徐秋亮张玉清董晓蕾 (2027)

推荐系统的隐私保护研究进展周俊董晓蕾曹珍富 (2033)

机器学习系统的隐私和安全问题综述何英哲胡兴波何锦雯孟国柱陈恺 (2049)

机器学习模型可解释性方法、应用与安全研究综述纪守领李进锋杜天宇李博 (2071)

安全漏洞自动利用综述赵尚儒李学俊方越余媛萍黄伟豪陈恺苏璞睿张玉清 (2097)

从演化密码到量子人工智能密码综述王宝楠胡风张焕国王潮 (2112)

人工智能系统安全与隐私风险陈宇飞沈超王骞李琦王聪纪守领李康管晓宏 (2135)

隐藏访问策略的高效CP-ABE方案王悦樊凯 (2151)

支持属性撤销的可追踪外包属性加密方案高嘉昕孙加萌秦静 (2160)

云环境下支持可更新加密的分布式数据编码存储方案严新成陈越巴阳贾洪勇朱彧 (2170)

一种基于分支条件混淆的代码加密技术耿普祝跃飞 (2183)

基于语义扩展的多关键词可搜索加密算法徐光伟史春红王文涛潘乔李锋 (2193)

基于高性能密码实现的大数据安全方案杨国强丁杭超邹静蒋瀚陈彦琴 (2207)

物联网中MIBS轻量级密码的唯密文故障分析李玮曹珊谷大武李嘉耀汪梦林蔡天培石秀金 (2216)

后量子的智能电表隐私保护方案田杨童张煌谢少浩张方国 (2229)

基于数据纵向分布的隐私保护逻辑回归宋蕾马春光段广晗袁琪 (2243)

基于卷积神经网络的JPEG图像隐写分析参照图像生成方法任魏翔翟黎明王丽娜嘉炬 (2250)

一种基于软件定义安全和云取证趋势分析的云取证方法刘雪花丁丽萍刘文懋郑涛李彦峰吴敬征 (2262)

一种安全高效的无人驾驶车辆地图更新方案赖成喆张敏郑东 (2277)

物联网中基于智能合约的访问控制方法杜瑞忠刘妍田俊峰 (2287)

第十一期

有限资源条件下的软件漏洞自动挖掘与利用黄桦烽王嘉捷杨轶苏璞睿聂楚江辛伟 (2299)

TipTracer:基于安全提示的安卓应用通用漏洞检测框架张磊杨哲慜李明琪杨珉 (2315)

基于相关信息熵和CNN-BiLSTM的工业控制系统入侵检测石乐义朱红强刘祎豪刘佳 (2330)

一种基于概率主题模型的恶意代码特征提取方法刘亚姝王志海侯跃然严寒冰 (2339)

面向智能家居平台的信息物理融合系统安全孟岩李少锋张亦弛朱浩瑾张新鹏 (2349)

适用于智能环境的高效安全云辅助模式匹配协议魏晓超徐琳郑志华王皓 (2365)

一种基于同态加密的分布式生物特征认证协议姚海龙王彩芬许钦百李文婷 (2375)

面向双注意力网络的特定方面情感分析模型孙小婉王英王鑫孙玉东 (2384)

分布式深度学习框架下基于性能感知的DBS-SGD算法纪泽宇张兴军付哲高柏松李靖波 (2396)

基于相似度量的自适应三支垃圾邮件过滤器谢秦张清华王国胤 (2410)

基于跨视角判别词典嵌入的行人再识别陆萍董虎胜钟珊龚声蓉 (2424)

考虑关联性与优先关系的区间犹豫模糊图决策张超李德玉 (2438)

基于极小碰集求解算法的测试向量集约简欧阳丹彤陈晓艳叶靖邓召勇张立明 (2448)

图像质量感知的混合噪声快速盲降噪算法徐少平刘婷云罗洁张贵珍唐祎玲 (2458)

采用2 b深度像素的弹性运动估计算法宋传鸣闵新谢维冬尹宝才王相海 (2469)

一种基于局部属性生成对抗网络的人脸修复算法蒋斌刘虹雨杨超涂文轩赵子龙 (2485)

机会移动社交网络中基于群组构造的数据分发机制李婕洪韬王兴伟黄敏郭静 (2494)

LBSN中基于社区联合聚类的协同推荐方法龚卫华金蓉裴小兵梅建萍 (2506)

第十二期

前言郑庆华 (2519)

基于跨域对抗学习的零样本分类刘欢郑庆华罗敏楠赵洪科肖阳吕彦章 (2521)

融合对抗训练的端到端知识三元组联合抽取黄培馨赵翔方阳朱慧明肖卫东 (2536)

基于相邻和语义亲和力的开放知识图谱表示学习杜治娟杜治蓉王璐 (2549)

基于邻节点和关系模型优化的网络表示学习冶忠林赵海兴张科朱宇肖玉芝 (2562)

EasiFFRA:一种基于邻域粗糙集的属性快速约简算法王念彭政红崔莉 (2578)

基于层间模型知识迁移的深度堆叠最小二乘分类器冯伟杭文龙梁爽刘学军王辉 (2589)

粒向量与K近邻粒分类器陈玉明李伟 (2600)

融合非稀疏信任网络的时间底限变动的智能体协商模型王金迪童向荣 (2612)

基于双模型的MUS求解方法欧阳丹彤高菡田乃予刘梦张立明 (2623)

基于多任务学习的方言语种识别秦晨光王海任杰郑杰袁璐赵子鑫 (2632)

时频联合长时循环神经网络庄连生吕扬杨健李厚强 (2641)

一种探测器自主安全着陆区确定及精确避障的策略金涛章登义蔡波 (2649)

基于时变水声信道的物理层密钥生成方案徐明范以萌蒋昌俊 (2660)

基于门限密码方案的共识机制王缵田有亮岳朝跃张铎 (2671)

云环境基于系统调用向量空间的进程异常检测陈兴蜀陈佳昕金鑫葛龙 (2684)

基于RLWE的后量子认证密钥交换协议李子臣谢婷张卷美徐荣华 (2694)

体系结构模拟器在处理器设计过程中的作用张乾龙侯锐杨思博赵博彦张立新 (2702)

面向数据流结构的指令内访存冲突优化研究欧焱冯煜晶李文明叶笑春王达范东睿 (2720)

采用最大修改字节重定向写入策略的相变存储器延寿方法高鹏汪东升王海霞 (2733)

COMPUTERRESEARCHANDDEVELOPMENTVol.55
CONTENTS

No.1

PrefaceXuZhiwei(1)

Grow Together withJournalofComputerResearchandDevelopmentLuRuqian(3)

Congratulations on the 60th Anniversary ofJournalofComputerResearchandDevelopmentChenXilin(5)

A Survey of Artificial Intelligence ChipHanDong,etal.(7)

Revisiting the Architecture and System of Flash-Based StorageLuYouyou,etal.(23)

Practice of Chip Agile Development:Labeled RISC-VYuZihao,etal.(35)

Parallel Learning Architecture of micROS Powering the Ability of Life-Long Autonomous LearningDaiHuadong,etal.(49)

Research Situation and Prospects of Operating System VirtualizationWuSong,etal.(58)

Edge Computing:State-of-the-Art and Future DirectionsShiWeisong,etal.(69)

Zone-Oriented Architecture:An Architectural Style for Smart Web of EverythingXuZhiwei,etal.(90)

Anonymous Communication and Darknet:A SurveyLuoJunzhou,etal.(103)

New Devolopment of Information Security—For the 60th Anniversary ofJournalofComputerResearchandDevelopmentCaoZhenfu(131)

A Survey on Inductive Logic ProgrammingDaiWangzhou,etal.(138)

Deep Learning for Digital Geometry Processing and Analysis:A ReviewXiaQing,etal.(155)

Current Research Status and Prospects on Multimedia Content UnderstandingPengYuxin,etal.(183)

The State of the Art and Future Tendency of Smart EducationZhengQinghua,etal.(209)

No.2

Survey on RDMA-Based Distributed Storage SystemsChenYoumin,etal.(227)

Survey on Accelerating Neural Network with HardwareChenGuilin,etal.(240)

Methodologies for Imitation Learning via Inverse Reinforcement Learning:A ReviewZhangKaifeng,etal.(254)

Active Sampling for Deep Q-Learning Based on TD-error Adaptive CorrectionBaiChenjia,etal.(262)

Large-Scale Dynamic Network Community Detection by Multi-Objective Evolutionary ClusteringLiHe,etal.(281)

Deep Semantic Representation of Time-Sync Comments for VideosWuFamin,etal.(293)

Probability Matrix Factorization for Link Prediction Based on Information FusionWangZhiqiang,etal.(306)

Multi-Scale Faster-RCNN Algorithm for Small Object DetectionHuangJipeng,etal.(319)

CrowdTracker:Object Tracking Using Mobile Crowd SensingJingYao,etal.(328)

SegGraph:An Algorithm for Loop-Closure Detection in Outdoor Scenes Using 3D Point CloudsLiaoRuijie,etal.(338)

Elephant Flow Detection Algorithm Based on Lowest Rate Eviction Integrated withd-Left HashLiChunqiang,etal.(349)

Traffic Latency Characterization and Fingerprinting in Mobile Cellular NetworksWeiSongjie,etal.(363)

Real Time Rendering of Large Scale Realistic Ocean Scenes Driven by Time and SpaceLiYing,etal.(375)

Inferring Ambient Occlusion from a Single ImageGuoYuxiao,etal.(385)

A Semantic Similarity Integration Method for Software Feature Location ProblemHeYun,etal.(394)

A Coprocessor for Double-Precision Floating-Point Matrix MultiplicationJiaXun,etal.(410)

Dynamic Binary Translation and Instrumentation Based Function Call TracingLuShuaibing,etal.(421)

Consistency Based Iterating Models in Graph ComputingSunRujun,etal.(431)

Fully Outsourced Attribute-Based Encryption with Verifiability for Cloud StorageZhaoZhiyuan,etal.(442)

No.3

EasiDARM:Distributed Based Adaptive Register Method for Internet of ThingsShiYahu,etal.(453)

City-Level IP Geolocation Method Based on Network Node ClusteringLiMingyue,etal.(467)

Sparse Framework Based Static Taint Analysis OptimizationWangLei,etal.(480)

Leveled Fully Homomorphic Encryption Against Adaptive Key Recovery AttacksLiZengpeng,etal.(496)

Graph Degree Histogram Publication Method with Node-Differential PrivacyZhangYuxuan,etal.(508)

Publicly Verifiable Database Model with Full Operations Based on Bilinear MapWangQiang,etal.(521)

Secrecy Capacity Optimization Technique for Energy Harvest Cooperative Cognitive Radio NetworkWuJiaxin,etal.(533)

A Blockchain Based Incentive Mechanism for Crowdsensing ApplicationsHeYunhua,etal.(544)

Multi-keyword Ranked Ciphertext Retrieval Scheme Based on Clustering IndexDuRuizhong,etal.(555)

An Multi-Level Intrusion Detection Method Based onKNN Outlier Detection and Random ForestsRenJiadong,etal.(566)

Trajectory Privacy Protection Method Based on Multi-AnonymizerZhangShaobo,etal.(576)

Correction Vector Based Distributed DV-Hop Localization Refinement AlgorithmLinWeiwei,etal.(585)

Time Series Shapelets Extraction via Similarity JoinZhangZhenguo,etal.(594)

Mental Stress Assessment Approach Based on Smartphone Sensing DataWangFeng,etal.(611)

A Link Prediction Model Based on Hierarchical Information Granular Representation for Attributed GraphsLuoSheng,etal.(623)

Multi-Model Data Fusion Based Unobtrusive Identification MethodYuDiancun,etal.(635)

An Adaptive Algorithm in Multi-Armed Bandit ProblemZhangXiaofang,etal.(643)

Spanner Algorithm for Directed Graph StreamZhangXin,etal.(655)

A Spatio-Temporal Index Based on Skew Spatial Coding and R-TreeZhaoXinyi,etal.(666)

No.4

A Survey on Architecture Research of Novel Non-Volatile Memory Based on Dynamical Trade-OffZhangMingzhe,etal.(677)

Paxos-like Consensus Algorithms:A ReviewWangJiang,etal.(692)

A Dynamic and Static Combined Register Mapping Method in Binary TranslationWangJun,etal.(708)

A Simple and Efficient Cache Coherence Protocol Based on Self-UpdatingHeXiming,etal.(719)

Dynamic Binary Instrumentation Based on QEMUZouWei,etal.(730)

An Efficient Feedback Static Binary Translator for Solving Indirect BranchWangJun,etal.(742)

Research of SSD Array Architecture Based on Workload AwarenessZhangQiang,etal.(755)

An Efficient Failure Reconstruction Based on In-Network Computing for Erasure -Coded Storage SystemsTangYingjie,etal.(767)

Virtual Machine Resources Allocation Methods Based on History DataWangHaitao,etal.(779)

An Overlap Store Optimization for Large-Scale Parallel Earth Science ApplicationChenJingkun,etal.(790)

An Efficient Processing In Memory Framework Based on Skyrmion MaterialLiuBicheng,etal.(798)

Energy Modeling and Plan Evaluation for Queries in Relational DatabasesGuoBinglei,etal.(810)

Research and Optimization of Fast Convolution Algorithm Winograd on Intel PlatformWuZheng,etal.(825)

Partition Order Product Space:Partition Based Granular Computing ModelXuYi,etal.(836)

A Construction Method of Triadic ConceptsWangXia,etal.(844)

Weighted Lattice Based Recurrent Neural Networks for Sentence Semantic Representation ModelingZhangXiangwen,etal.(854)

Uroad：An Efficient Method for Large-Scale Many to Many Ride Sharing MatchingCaoBin,etal.(866)

Online Service Reputation Measurement Method Based on Kendall tau DistanceZhengSusu,etal.(884)

Optimized Mutation Testing Techniques for WS-BPEL ProgramsSunChang’ai,etal.(895)

No.5

PrefaceWangXingwei,etal.(907)

DDoS Attack Detection Model Based on Information Entropy and DNN in SDNZhangLong,etal.(909)

Delay Tolerant Access Control Method Based on Spatio-Temporal Distribution of Access RequestsChenLi,etal.(919)

Intelligent and Efficient Method for Optimal Penetration Path GenerationWangShuo,etal.(929)

Network Defense Decision-Making Method Based on Stochastic Game and Improved WoLF-PHCYangJunnan,etal.(942)

DiffSec:A Differentiated Intelligent Network Security Service ModelDengLi,etal.(955)

Implementation and Evaluation of Cooperative Routing in Software Defined Wireless NetworkingFeiNing,etal.(967)

Uncertain Data Clustering Algorithm Based on Voronoi Diagram in Obstacle SpaceWanJing,etal.(977)

A Parallel Algorithm for Mining Interactive Features from Large Scale SequencesZhaoYuhai,etal.(992)

Data Driven Prediction for the Difficulty of Mathematical ItemsTongWei,etal.(1007)

The Framework of Protein Function Prediction Based on Boolean Matrix DecompositionLiuLin,etal.(1020)

A Collaborative Filtering Recommendation Algorithm for Multi-Source Heterogeneous DataWuBin,etal.(1034)

Anomaly Detection Algorithm Based on FCM with Adaptive Artificial Fish-SwarmXiLiang,etal.(1048)

Noise Level Estimation Algorithm Using Convolutional Neural Network-Based Noise Separation ModelXuShaoping,etal.(1060)

Audio-Visual Correlated Multimodal Concept DetectionDianYujie,etal.(1071)

Denoising Autoencoder-Based Language Feature CompensationMiaoXiaoxiao,etal.(1082)

Static Restart Stochastic Gradient Descent Algorithm Based on Image Question AnsweringLiShengdong,etal.(1092)

ElGamal Broadcasting Multi-Signcryption Protocol with UC SecurityLiJianmin,etal.(1101)

Efficient and Verifiable Encryption Scheme in Lightweight Narrowband Internet of Things ApplicationsQianHanjia,etal.(1112)

Efficient Verifiable Outsourcing of Solving Large-Scale Linear Equations with Low Storage OverheadFengDa,etal.(1123)

No.6

PrefaceLiuZhiyong,etal.(1133)

Brain-like Machine:Thought and ArchitectureHuangTiejun,etal.(1135)

3D Memristor Array Based Neural Network Processing in Memory ArchitectureMaoHaiyu,etal.(1149)

A Secure Encryption Scheme for Deep Learning AcceleratorsZuoPengfei,etal.(1161)

Modeling Computational Feature of Multi-Layer Neural NetworkFangRongqiang,etal.(1170)

Training and Software Simulation for ReRAM-Based LSTM Neural Network AccelerationLiuHe,etal.(1182)

Accelerating Fully Connected Layers of Sparse Neural Networks with Fine-Grained Dataflow ArchitecturesXiangTaoran,etal.(1192)

A Propagation Mechanism Combining an Optimal Propagation Path and Incentive in Blockchain NetworksHaiMo,etal.(1205)

Multi-Constrained Energy-Saving Routing Algorithm in Software-Defined Data Center NetworksHeRongxi,etal.(1219)

Node Location Verification Framework for WSNMiaoChunyu,etal.(1231)

Personalized Privacy Preserving Link Prediction in Social NetworksMengXuying,etal.(1244)

An Automatic Detection Method for Privacy Leakage Across Application ComponentsLiZhen,etal.(1252)

Detecting Malicious Domains Using Co-Occurrence Relation Between DNS QueryPengChengwei,etal.(1263)

Security Analysis of Authentication Protocol of WMN Client and LTCA Based on Logic of EventsXiaoMeihua,etal.(1275)

Attribute-Based Encryption for Data Security Sharing of Internet of ThingsZhaoZhiyuan,etal.(1290)

An Advertising Game Theory Decision-Making Mechanism for Overlapping Seeds in Geo-Social NetworkYuYaxin,etal.(1302)

A Hierarchical Deep Correlative Fusion Network for Sentiment Classification in Social MediaCaiGuoyong,etal.(1312)

A MD fuzzyk-modes Algorithm for Clustering Categorical Matrix-Object DataLiShunyong,etal.(1325)

Progress and Challenges of Graph Summarization TechniquesWangXiong,etal.(1338)

No.7

Location Prediction Model Based on Transportation Mode and Semantic TrajectoryZhangJinglei,etal.(1357)

Cross-Media Clustering by Share and Private Information MaximizationYanXiaoqiang,etal.(1370)

A Classification Method of Scientific Collaborator Potential Prediction Based on Ensemble LearningAiKe,etal.(1383)

A Method of Minimality-Checking of Diagnosis Based on Subset Consistency DetectionTianNaiyu,etal.(1396)

The Analysis and Prediction of Spatial-Temporal Talent Mobility PatternsXuHuang,etal.(1408)

Multi-Objective Evolutionary Sparse Recovery Approach Based on Adaptive Local SearchLiuHaolin,etal.(1420)

Joint Drug Entities and Relations Extraction Based on Neural NetworksCaoMingyu,etal.(1432)

A Study of Using TEE on Edge ComputingNingZhenyu,etal.(1441)

A Blind Watermark Decoder in Nonsubsampled Shearlet Domain Using Bivariate Weibull DistributionNiuPanpan,etal.(1454)

Critical Memory Data Access Monitor Based on Dynamic Strategy LearningFengXinyue,etal.(1470)

Lightweight Format-Preserving Encryption Algorithm Oriented to NumberLiuBotao,etal.(1488)

Two -Layer Reversible Watermarking Algorithm Using Difference ExpansionSuWengui,etal.(1498)

Negation and Speculation Scope Detection in ChineseYeJing,etal.(1506)

User Intent Classification Based on IndRNN-AttentionZhangZhichang,etal.(1517)

Chinese Text Extraction Method of Natural Scene Images Based on City MonitoringXiaoKe,etal.(1525)

A Fair Distribution Strategy Based on Shared Fair and Time-Varying Resource DemandLiJie,etal.(1534)

An Ultra Lightweight Container that Maximizes Memory Sharing and Minimizes the Runtime EnvironmentZhangLiqing,etal.(1545)

Regional Ocean Model Parallel Optimization in “Sunway TaihuLight”WuQi,etal.(1556)

A Massively Parallel Bayesian Approach to Factorization-Based Analysis of Big Time Series DataGaoTengfei,etal.(1567)

Performance Optimization of Lustre File System Based on Reinforcement LearningZhangWentao,etal.(1578)

No.8

Data Center Energy Consumption Models and Energy Efficient AlgorithmsWangJiye,etal.(1587)

PrefaceFengJufu,etal.(1604)

Program Comprehension Based on Deep LearningLiuFang,etal.(1605)

Predicting the Dynamics in Internet Finance Based on Deep Neural Network StructureZhaoHongke,etal.(1621)

Person Re-Identification Based on Deep Convolutional Generative Adversarial Network and Expanded Neighbor

RerankingDaiChenchao,etal.(1632)

Non-Stationary Multivariate Time Series Prediction with MIX Gated UnitLiuJiexi,etal.(1642)

Prediction of miRNA-lncRNA Interaction by Combining CNN and Bi-LSTMShiWenhao,etal.(1652)

An Integrated Recommendation Model Based on Two-stage Deep LearningWangRuiqin,etal.(1661)

Deep Forest for Multiple Instance LearningRenJie,etal.(1670)

Sample-Weighted Multi-View ClusteringHongMin,etal.(1677)

Optimal Individual Convergence Rate of the Heavy-Ball-Based Momentum MethodsChengYujia,etal.(1686)

An Adaptive Regression Feature Selection Method for Datasets with OutliersGuoYaqing,etal.(1695)

An Experience-Guided Deep Deterministic Actor-Critic Algorithm with Multi-ActorChenHongming,etal.(1708)

Scene Graph Generation Based on Shuffle Residual Context InformationLinXin,etal.(1721)

Aspect-Level Sentiment Classification for Sentences Based on Dependency Tree and Distance AttentionSuJindian,etal.(1731)

Negatively Correlated Search with Asymmetry for Real-Parameter Optimization ProblemsYuRunlong,etal.(1746)

Low-Redundancy Knowledge Graph Management with Range Query SupportWangFei,etal.(1758)

SSD Power Modeling Method Based on the Gradient of Energy ConsumptionSunJian,etal.(1772)

Optimization of Library Function Disposing in Dynamic Binary TranslationFuLiguo,etal.(1783)

A Performance Optimization Method for Key-Value Store Based on LSM-treeWangHaitao,etal.(1792)

No.9

Survey on Machine Learning for Database SystemsMengXiaofeng,etal.(1803)

Energy-Efficiency Query Optimization for Green DatacentersXingBaoping,etal.(1821)

A Generative Model for Synthesizing Structured Datasets Based on GANSongKehui,etal.(1832)

Positive and Unlabeled Generative Adversarial Network on POI PositioningTianJiwei,etal.(1843)

Domain Named Entity Recognition Combining GAN and BiLSTM-Attention-CRFZhangHan,etal.(1851)

Feature Extraction and Recognition of Vibration Signals in Optical Fiber Security SystemZouBaixian,etal.(1859)

A Novel Algorithm for Identifying Critical Nodes in Networks Based on Local CentralityZhengWenping,etal.(1872)

Predicted Results Evaluation and Query Verification of Drug-Target InteractionYuDonghua,etal.(1881)

Prediction of Disease Associated Long Non-Coding RNA Based on HeteSimMaYi,etal.(1889)

Lab Indicator Standardization in a Regional Medical Health PlatformZhangJiaying,etal.(1897)

Design and Implementation of Pairwise Sequence Alignment Algorithm Components Based on Dynamic ProgrammingShiHaihe,etal.(1907)

BIRI:A BBO-Inspired MSN Routing Algorithm with Information-Centric Paradigm SupportTuPanpeng,etal.(1918)

Product Category Mining Associated with Weibo Hot TopicsZuoXiaochen,etal.(1927)

Evaluation of Content Credibility in Social MediaLiuBo,etal.(1939)

A Link Prediction Approach in Temporal Networks Based on Game TheoryLiuLiu,etal.(1953)

Optimization of TCP Congestion Control Algorithm in Dynamic Adaptive Streaming over HTTPWuHua,etal.(1965)

Machine Learning Inference Framework on Multi-Core ProcessorZhangXiao,etal.(1977)

Proactive Locally Repairable Codes for Cloud Storage SystemsZhangXiaoyang,etal.(1988)

Formal Model of Correctness and Optimization on Binary TranslationFuLiguo,etal.(2001)

Compiler Optimization Sequence Selection Method Based on Learning ModelLiuHui,etal.(2012)

No.10

PrefaceCaoZhenfu,etal.(2027)

Research Advances on Privacy Preserving in Recommender SystemsZhouJun,etal.(2033)

Privacy and Security Issues in Machine Learning Systems:A SurveyHeYingzhe,etal.(2049)

Survey on Techniques,Applications and Security of Machine Learning InterpretabilityJiShouling,etal.(2071)

A Survey on Automated Exploit GenerationZhaoShangru,etal.(2097)

From Evolutionary Cryptography to Quantum Artificial Intelligent CryptographyWangBaonan,etal.(2112)

Security and Privacy Risks in Artificial Intelligence SystemsChenYufei,etal.(2135)

Effective CP-ABE with Hidden Access PolicyWangYue,etal.(2151)

Traceable Outsourcing Attribute-Based Encryption with Attribute RevocationGaoJiaxin,etal.(2160)

Distributed Data Encoding Storage Scheme Supporting Updatable Encryption in CloudYanXincheng,etal.(2170)

A Code Encrypt Technique Based on Branch Condition ObfuscationGengPu,etal.(2183)

Multi-Keyword Searchable Encryption Algorithm Based on Semantic ExtensionXuGuangwei,etal.(2193)

A Big Data Security Scheme Based on High-Performance Cryptography ImplementationYangGuoqiang,etal.(2207)

Ciphertext-Only Fault Analysis of the MIBS Lightweight Cryptosystem in the Internet of ThingsLiWei,etal.(2216)

Post-Quantum Privacy Preserving Smart Metering SystemTianYangtong,etal.(2229)

Privacy-Preserving Logistic Regression on Vertically Partitioned DataSongLei,etal.(2243)

Reference Image Generation Algorithm for JPEG Image Steganalysis Based on Convolutional Neural NetworkRenWeixiang,etal.(2250)

A Cloud Forensics Method Based on SDS and Cloud Forensics Trend AnalysisLiuXuehua,etal.(2262)

A Secure and Efficient Map Update Scheme for Autonomous VehiclesLaiChengzhe,etal.(2277)

An Access Control Method Using Smart Contract for Internet of ThingsDuRuizhong,etal.(2287)

No.11

Automatic Software Vulnerability Discovery and Exploit Under the Limited Resource ConditionsHuangHuafeng,etal.(2299)

TipTracer:Detecting Android Application Vulnerabilities Based on the Compliance with Security GuidanceZhangLei,etal.(2315)

Intrusion Detection of Industrial Control System Based on Correlation Information Entropy and CNN-BiLSTMShiLeyi,etal.(2330)

A Method of Extracting Malware Features Based on Probabilistic Topic ModelLiuYashu,etal.(2339)

Cyber Physical System Security of Smart Home PlatformMengYan,etal.(2349)

Efficient and Secure Cloud-Assisted Pattern Matching Protocol for Intelligent EnvironmentWeiXiaochao,etal.(2365)

A Distributed Biometric Authentication Protocol Based on Homomorphic EncryptionYaoHailong,etal.(2375)

Aspect-Based Sentiment Analysis Model Based on Dual-Attention NetworksSunXiaowan,etal.(2384)

Performance-Awareness Based Dynamic Batch Size SGD for Distributed Deep Learning FrameworkJiZeyu,etal.(2396)

An Adaptive Three-way Spam Filter with Similarity MeasureXieQin,etal.(2410)

Person Re-identification by Cross-View Discriminative Dictionary Learning with Metric EmbeddingLuPing,etal.(2424)

Interval-Valued Hesitant Fuzzy Graphs Decision Making with Correlations and Prioritization RelationshipsZhangChao,etal.(2438)

Test Pattern Set Reduction Based on the Method of Computing Minimal Hitting SetOuyangDantong,etal.(2448)

An Image Quality-Aware Fast Blind Denoising Algorithm for Mixed NoiseXuShaoping,etal.(2458)

Elastic Motion Estimation Algorithm Using Two-Bit-Depth PixelsSongChuanming,etal.(2469)

A Face Inpainting Algorithm with Local Attribute Generative Adversarial NetworksJiangBin,etal.(2485)

A Data Dissemination Mechanism Based on Group Structure in Opportunistic Mobile Social NetworksLiJie,etal.(2494)

Collaborative Recommendation Method Based on Community Co-Clustering in Location Based Social NetworksGongWeihua,etal.(2506)

No.12

PrefaceZhengQinghua(2519)

Cross-Domain Adversarial Learning for Zero-Shot ClassificationLiuHuan,etal.(2521)

End-to-end Knowledge Triplet Extraction Combined with Adversarial TrainingHuangPeixin,etal.(2536)

Open Knowledge Graph Representation Learning Based on Neighbors and Semantic AffinityDuZhijuan,etal.(2549)

Network Representation Learning Using the Optimizations of Neighboring Vertices and Relation ModelYeZhonglin,etal.(2562)

EasiFFRA:A Fast Feature Reduction Algorithm Based on Neighborhood Rough SetWangNian,etal.(2578)

Deep Stack Least Square Classifier with Inter-Layer Model Knowledge TransferFengWei,etal.(2589)

Granular Vectors andKNearest Neighbor Granular ClassifiersChenYuming,etal.(2600)

Agent Negotiation Model Based on Round Limit Change of Non-Sparse Trust NetworksWangJindi,etal.(2612)

MUS Enumeration Based on Double-ModelOuyangDantong,etal.(2623)

Dialect Language Recognition Based on Multi-Task LearningQinChenguang,etal.(2632)

Long Term Recurrent Neural Network with State-Frequency MemoryZhuangLiansheng,etal.(2641)

The Autonomous Safe Landing Area Determination Method and Obstacle Avoidance StrategyJinTao,etal.(2649)

Time-Varying Underwater Acoustic Channel Based Physical Layer Secret Key Generation SchemeXuMing,etal.(2660)

Consensus Mechanism Based on Threshold Cryptography SchemeWangZuan,etal.(2671)

Process Abnormal Detection Based on System Call Vector Space in Cloud Computing EnvironmentsChenXingshu,etal.(2684)

Post Quantum Authenticated Key Exchange Protocol Based on Ring Learning with Errors ProblemLiZichen,etal.(2694)

The Role of Architecture Simulators in the Process of CPU DesignZhangQianlong,etal.(2702)

Optimum Research on Inner-Inst Memory Access Conflict for Dataflow ArchitectureOuYan,etal.(2720)

Extending PCM Lifetime by Redirecting Writes from the Most Modified ByteGaoPeng,etal.(2733)