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在权化的完备度量空间上解Divide&Conquer算法
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作者 黄梦桥 龙环 马昌社 《模糊系统与数学》 北大核心 2018年第5期113-120,共8页
每一个弱权化的度量空间可以序嵌入到一个度量空间的形式球中,并且这种嵌入是拓扑连续的。本文证明权化的完备度量空间上的收缩的弱Lipschitz函数的一个不动点定理,此不动点定理可以用来解Divide&Conquer算法。
关键词 偏度量 弱Lipschitz函数 Divide&conquer算法
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Outlier-DivideConquer:近似聚集查询中离群分治取样算法 被引量:1
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作者 胡文瑜 孙志挥 张柏礼 《南京大学学报(自然科学版)》 CAS CSCD 北大核心 2011年第5期524-531,共8页
取样是一种通用有效的近似技术,利用取样技术进行近似聚集查询处理是决策支持系统和数据挖掘实现技术中的常用方法.如何正确有效地给出近似查询结果并最小化近似查询误差是近似查询处理的关键和目标.在深入研究近似聚集查询取样方法的... 取样是一种通用有效的近似技术,利用取样技术进行近似聚集查询处理是决策支持系统和数据挖掘实现技术中的常用方法.如何正确有效地给出近似查询结果并最小化近似查询误差是近似查询处理的关键和目标.在深入研究近似聚集查询取样方法的基础上,本文提出了一个有误差确界且只需单遍扫描数据集的离群分治取样Outlier-DivideConquer算法,该算法在聚集属性内部存在高方差分布时能克服随机均匀取样局限,可显著降低近似查询误差,且执行效率优于同类算法.最后通过与传统均匀取样算法的实验比较验证了Outlier-DivideConquer算法的有效性和正确性. 展开更多
关键词 数据挖掘 决策支持 近似聚集查询 均匀取样 离群分治
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Optimal constrained multi-degree reduction of Bézier curves with explicit expressions based on divide and conquer 被引量:3
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作者 Lian ZHOU Guo-jin WANG 《Journal of Zhejiang University-Science A(Applied Physics & Engineering)》 SCIE EI CAS CSCD 2009年第4期577-582,共6页
We decompose the problem of the optimal multi-degree reduction of Bézier curves with corners constraint into two simpler subproblems, namely making high order interpolations at the two endpoints without degree re... We decompose the problem of the optimal multi-degree reduction of Bézier curves with corners constraint into two simpler subproblems, namely making high order interpolations at the two endpoints without degree reduction, and doing optimal degree reduction without making high order interpolations at the two endpoints. Further, we convert the second subproblem into multi-degree reduction of Jacobi polynomials. Then, we can easily derive the optimal solution using orthonormality of Jacobi polynomials and the least square method of unequally accurate measurement. This method of 'divide and conquer' has several advantages including maintaining high continuity at the two endpoints of the curve, doing multi-degree reduction only once, using explicit approximation expressions, estimating error in advance, low time cost, and high precision. More importantly, it is not only deduced simply and directly, but also can be easily extended to the degree reduction of surfaces. Finally, we present two examples to demonstrate the effectiveness of our algorithm. 展开更多
关键词 Bezier curves Multi-degree reduction Divide and conquer
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一种面向海量数据的spilt-and-conquer方法
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作者 温焜 兰晓然 《统计与决策》 CSSCI 北大核心 2018年第16期74-76,共3页
Lasso是一种能很好进行变量选择的方法,已被广泛应用。但面对高维海量数据集的时候会存在计算机消耗过大的情况。针对这种情况,文章提出一种spilt-and-conquer方法。首先把高维数据集均分成K份,进行变量选择,把每份选择出来的特征集进... Lasso是一种能很好进行变量选择的方法,已被广泛应用。但面对高维海量数据集的时候会存在计算机消耗过大的情况。针对这种情况,文章提出一种spilt-and-conquer方法。首先把高维数据集均分成K份,进行变量选择,把每份选择出来的特征集进行合并后再进行变量选择。为了验证方法的优越性,使用了六组数据集进行实验。最后通过SVM、随机森林、神经网络的预测结果表明,spilt-and-conquer方法,在处理高维海量数据时具有很好的特性,并很大程度上节省了运行时间。 展开更多
关键词 spilt-and-conquer方法 变量选择 高维数据
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CONQUERING DIFFICULTIES,MAKING ACHIEVEMENT
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作者 王玉 《杂技与魔术》 2007年第6期35-,共1页
When mentioned creating the acrobatic drama Swan Like, vice president of China Acrobats Association Ning Genfu had the following remarks"We are acrobatics people and we all know how difficult it is to create,to t... When mentioned creating the acrobatic drama Swan Like, vice president of China Acrobats Association Ning Genfu had the following remarks"We are acrobatics people and we all know how difficult it is to create,to train,to organize and to package an acrobatic drama."So in this sense we could regard the acrobatic drama"Dunhuang Goddess"as a big success,because it was produced by Gansu Acrobatic Troupee from the northwest of China and which didn't have a fairly solid foundation in creating before.It was a big... 展开更多
关键词 conquerING DIFFICULTIES MAKING ACHIEVEMENT
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征途漫漫COMMAND CONQUER
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作者 庄晓 《数字生活》 2007年第4期90-95,共6页
《Command & Conquer》自1995年上市以来,全系列产品,包括续作和其他的副产品,总共售出了2300万套以上。这也是游戏史上唯一的资料片还有资料片的游戏系列。虽然,曾经辉煌的Westwood已经不在,但是, Command & Conquer依然拥有... 《Command & Conquer》自1995年上市以来,全系列产品,包括续作和其他的副产品,总共售出了2300万套以上。这也是游戏史上唯一的资料片还有资料片的游戏系列。虽然,曾经辉煌的Westwood已经不在,但是, Command & Conquer依然拥有者强悍的生命力,而最新的游戏也在2007年三月由EA推出,RTS的王者归来,将给我们带来怎样的惊喜? 展开更多
关键词 COMMAND conquer 资料片 RTS 游戏风格 王者归来 游戏引擎
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Divide and conquer:parallel processing in computational imaging
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作者 David J.Brady 《Advanced Photonics》 2025年第5期3-4,共2页
SpeedShot,a dual camera high-speed imaging technology recently demonstrated by Zhang et al.,'demonstrates a 32×increase in effective frame rate by leveraging the motion gradient in frames captured by parallel... SpeedShot,a dual camera high-speed imaging technology recently demonstrated by Zhang et al.,'demonstrates a 32×increase in effective frame rate by leveraging the motion gradient in frames captured by parallel cameras.As interframe-motion estimation is the core element of most video compression algorithms,SpeedShot can be understood as a physical layer implementation of such an algorithm.Here,we seek to explain the context that makes SpeedShot interesting and to consider the roadmap for continuing improvements in camera information capacity. 展开更多
关键词 video compression algorithmsspeedshot Speedshot motion gradient parallel camerasas divide conquer high speed imaging computational imaging parallel processing
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基于分治策略和频域调制的轻量级多元长时序预测方法
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作者 张亚浩 周晓锋 +2 位作者 张宜弛 李帅 刘舒锐 《小型微型计算机系统》 北大核心 2026年第2期265-273,共9页
多元长时序预测的主流框架是编码器-解码器结构,然而关于解码器结构的研究略显不足.采用简单的全连接层作为解码器不仅导致模型参数量过大,且忽略了多元时间序列的通道异质性和时序依赖性.针对上述问题,本文提出了一种基于分治策略和频... 多元长时序预测的主流框架是编码器-解码器结构,然而关于解码器结构的研究略显不足.采用简单的全连接层作为解码器不仅导致模型参数量过大,且忽略了多元时间序列的通道异质性和时序依赖性.针对上述问题,本文提出了一种基于分治策略和频域调制的轻量级多元长时序预测方法.首先,频域分段编码器将历史时间序列划分为时间片段并映射至频域,利用频域混合器提取时间片段内部特征和片段间相关性;然后,基于分治策略将长时序预测任务分解为各频率分量的子预测任务,并通过模型参数共享机制实现了解码器的轻量化设计;最后,使用通道调制头和时序调制头对初步预测结果进行频域特异性调制,弥补了解码过程在建模通道异质性和时序依赖性方面的不足.五个时序数据集上的实验结果表明该方法的预测精度优于现有的八个最新基线方法,同时展现出优异的轻量化特性. 展开更多
关键词 多元长时序预测 解码器 分治策略 通道异质性 时序依赖性
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材料领域知识嵌入的分而治之机器学习
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作者 杨正伟 刘子图 +7 位作者 张王颖 左维 余振垚 邹欣欣 袁浩栋 苏玉凤 施思齐 刘悦 《硅酸盐学报》 北大核心 2026年第1期14-24,共11页
纯数据驱动的机器学习能够快速挖掘复杂材料数据隐含的科学规律。然而,“成分–结构–工艺–性能”组成的复杂材料构效关系使得机器学习难以准确剖析其内在/外在因素的作用机理,这导致模型精度、建模复杂程度及其可解释性面临严峻挑战... 纯数据驱动的机器学习能够快速挖掘复杂材料数据隐含的科学规律。然而,“成分–结构–工艺–性能”组成的复杂材料构效关系使得机器学习难以准确剖析其内在/外在因素的作用机理,这导致模型精度、建模复杂程度及其可解释性面临严峻挑战。因此,本工作提出了一种材料领域知识嵌入的分而治之机器学习建模策略,旨在依据领域知识将复杂材料问题进行有效拆解并利用领域知识嵌入的机器学习对拆解后子问题进行针对性的自适应建模,以精准且具有一定可解释性的方式挖掘其内部隐藏作用机理。同时,利用变分推断验证该策略的科学性与有效性。进一步,总结了在材料科学领域中依据不同领域知识进行“分而治之”机器学习建模的应用示例。最后,展望了该策略未来所面临的挑战及对策。 展开更多
关键词 材料科学 机器学习 分而治之 领域知识
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Parallel divide and conquer bio-sequence comparison based on Smith-Waterman algorithm 被引量:4
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作者 ZHANGFa QIAOXiangzhen LIUZhiyong 《Science in China(Series F)》 2004年第2期221-231,共11页
Tools for pair-wise bio-sequence alignment have for long played a central role in computation biology. Several algorithms for bio-sequence alignment have been developed. The Smith-Waterman algorithm, based on dynamic ... Tools for pair-wise bio-sequence alignment have for long played a central role in computation biology. Several algorithms for bio-sequence alignment have been developed. The Smith-Waterman algorithm, based on dynamic programming, is considered the most fundamental alignment algorithm in bioinformatics. However the existing parallel Smith-Waterman algorithm needs large memory space, and this disadvantage limits the size of a sequence to be handled. As the data of biological sequences expand rapidly, the memory requirement of the existing parallel Smith- Waterman algorithm has become a critical problem. For solving this problem, we develop a new parallel bio-sequence alignment algorithm, using the strategy of divide and conquer, named PSW-DC algorithm. In our algorithm, first, we partition the query sequence into several subsequences and distribute them to every processor respectively, then compare each subsequence with the whole subject sequence in parallel, using the Smith-Waterman algorithm, and get an interim result, finally obtain the optimal alignment between the query sequence and subject sequence, through the special combination and extension method. Memory space required in our algorithm is reduced significantly in comparison with existing ones. We also develop a key technique of combination and extension, named the C&E method, to manipulate the interim results and obtain the final sequences alignment. We implement the new parallel bio-sequences alignment algorithm, the PSW-DC, in a cluster parallel system. 展开更多
关键词 biological sequence alignment dynamic programming divide and conquer parallel.
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一种自注意力模块的低精度损失量化方法
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作者 林德铝 何琨 《计算机研究与发展》 北大核心 2026年第1期162-175,共14页
随着深度学习技术的飞速进步和对海量数据集的持续发掘,自注意力模块在自然语言处理、计算机视觉以及大语言模型等多个领域得到了广泛应用。尽管自注意力模块显著提升了深度学习模型的检测精度,其巨大的计算需求却使得其在算力受限的计... 随着深度学习技术的飞速进步和对海量数据集的持续发掘,自注意力模块在自然语言处理、计算机视觉以及大语言模型等多个领域得到了广泛应用。尽管自注意力模块显著提升了深度学习模型的检测精度,其巨大的计算需求却使得其在算力受限的计算设备上部署显得尤为困难。整数量化作为在低算力计算芯片中部署模型的关键技术之一,面临着由自注意力模块结构特点引起的较高精度损失问题。针对这个问题,对自注意力模块的整数量化误差进行了深入分析,提出了伪softmax向量量化方法和分块伪softmax向量量化方法。所提出方法通过对自注意力模块中的softmax向量进行特殊的整数量化,旨在显著提升推理速度的同时,有效降低整数量化带来的误差。实验结果表明,相比于传统的直接量化方法,伪softmax向量量化方法能够将量化精度损失降低50%,而分块伪softmax向量量化方法更是能将精度损失减少约90%。该结果充分证明了这2种量化方法在减少精度损失方面的有效性,为自注意力模块在算力受限设备上的高效部署提供了有力支持。 展开更多
关键词 模型量化 自注意力模块 低精度损失 推理加速 分治
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一种基于多分治策略的大规模多中心CARP求解算法
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作者 张玉州 梅一 +2 位作者 江健生 张海奇 赵芬 《系统科学与数学》 北大核心 2026年第2期642-656,共15页
多中心限量弧路由问题(multi-depot capacitated arc routing problem,MDCARP)是基本CARP(capacitated arc routing problem)的重要扩展模型,任务可归属于任一中心点,较CARP更为复杂.大规模MDCARP(large scale multi-depot capacitated ... 多中心限量弧路由问题(multi-depot capacitated arc routing problem,MDCARP)是基本CARP(capacitated arc routing problem)的重要扩展模型,任务可归属于任一中心点,较CARP更为复杂.大规模MDCARP(large scale multi-depot capacitated arc routing problem,LSMDCARP)在问题结构以及解空间等方面均极具挑战性.虽然RoCaSH2在较大规模的MDCARP测试集上,取得了较其他算法好的结果,当问题规模上升至一定程度后,子CARP亦呈规模较大状态,其性能会受到其子CARP求解过程的影响.鉴于此,文章在该算法的基础上,设计了一种基于多分治策略的LSMDCARP求解方法MDCSbA(multiple divide-and-conquer strategies based approach),其中分治策略分布于MDCARP的分解、子问题间的协同以及子问题的分解,寻求在多个环节上降低问题的复杂性.为了验证MDCSbA对于LSMDCARP的有效性,在规模至3584的测试集上进行了验算,结果表明,文章算法在相同的计算时间内,效果明显优于包括RoCaSH2在内的其他算法. 展开更多
关键词 组合优化 大规模 限量弧路由问题 多中心 分治策略
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GetArtemisininsByAnymeans (GABA): artemisinins path to conquer diabetes go through GABA receptors
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作者 Xiaojie Bai Suneng Fu 《Science Bulletin》 SCIE EI CAS CSCD 2017年第6期383-385,共3页
Diabetes is a chronic disease of elevated blood glucose levels that affects more than 400 million people worldwide.Complications of diabetes affect the neuronal and the vascular systems and causes diabetic kidney dise... Diabetes is a chronic disease of elevated blood glucose levels that affects more than 400 million people worldwide.Complications of diabetes affect the neuronal and the vascular systems and causes diabetic kidney disease,cardiovascular disease,hypertension,retinopathy,peripheral neuropathy,and diabetic food diseases.Diabetes is caused by either the body’s inability to 展开更多
关键词 GABA cell artemisinins path to conquer diabetes go through GABA receptors Get Artemisinins By Anymeans
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A Divide-and-Conquer Strategy for Embedding a Distance-Net Point Set Into E^n and Its Application
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作者 周加农 刘立 《Science China Mathematics》 SCIE 1994年第10期1189-1199,共11页
A divide-and-conquer strategy is given for embedding a distance-net point set into Euclidean space En, and the problem of embedding a bounded distance-net point set into E3 and its application to the macromolecular co... A divide-and-conquer strategy is given for embedding a distance-net point set into Euclidean space En, and the problem of embedding a bounded distance-net point set into E3 and its application to the macromolecular conformation with Nuclear Magnetic Resonance data are discussed. 展开更多
关键词 distance-net point set DIVIDE-AND-conquer strategy EMBEDDING with bounded DISTANCES macromolecular conformation.
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Coalition-based downlink resource allocation for LTE system with divide-and-conquer approach
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作者 GAO Xiang LI Xi +1 位作者 JI Hong LI Yi 《The Journal of China Universities of Posts and Telecommunications》 EI CSCD 2012年第6期1-5,共5页
To take advantage of the multiuser diversity resulted from the variation in channel conditions among the users, it has become an interesting and challenging problem to efficiently allocate the resources such as subcar... To take advantage of the multiuser diversity resulted from the variation in channel conditions among the users, it has become an interesting and challenging problem to efficiently allocate the resources such as subcarriers, bits, and power. Most of current research concentrates on solving the resource-allocation problem for all users together in a centralized way, which brings about high computational complexity and makes it impractical for real system. Therefore, a coalitional game framework for downlink multi-user resource allocation in long term evolution (LTE) system is proposed, based on the divide-and-conquer idea. The goal is to maximize the overall system data rate under the constraints of each user's minimal rate requirement and maximal transmit power of base station while considering the fairness among users. In this framework, a coalitional formation algorithm is proposed to achieve optimal coalition formation and a two-user bargaining algorithm is designed to bargain channel assignment between two users. The total computational complexity is greatly reduced in comparison with conventional methods. The simulation results show that the proposed algorithms acquire a good tradeoff between the overall system throughout and fairness, compared to maximal rate and max-min schemes. 展开更多
关键词 LTE resource allocation DIVIDE-AND-conquer coalitional game bargaining solution
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人工智能视域下龙泉青瓷文化品牌发展的现实困境与实践路径——基于《哪吒之魔童闹海》出圈的思考
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作者 章元红 《丽水学院学报》 2026年第1期79-87,共9页
随着数字技术的发展,人工智能技术在文化传承与创新领域展现出强大赋能效应,为龙泉青瓷文化品牌的现代转化提供了强有力的技术支撑。在人工智能视域下,龙泉青瓷文化品牌的发展面临技术困境、产业困境、传播困境等挑战。电影《哪吒之魔... 随着数字技术的发展,人工智能技术在文化传承与创新领域展现出强大赋能效应,为龙泉青瓷文化品牌的现代转化提供了强有力的技术支撑。在人工智能视域下,龙泉青瓷文化品牌的发展面临技术困境、产业困境、传播困境等挑战。电影《哪吒之魔童闹海》的人工智能应用路径,为有效应对这些挑战提供了有益借鉴。该影片通过叙事重构、符号创新、产业延伸等手段,实现了传统文化IP的创新性重构。龙泉青瓷文化品牌发展也可以从这三个维度出发,借助人工智能技术将龙泉青瓷的传统技艺与现代审美相融合,推动龙泉青瓷文化创造性转化、创新性发展,使其焕发出新的生机与活力。 展开更多
关键词 人工智能 龙泉青瓷 《哪吒之魔童闹海》 传统文化
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N-Box ConQuer和flashlink机箱
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《世界广播电视》 2004年第5期112-112,共1页
关键词 挪威网络公司 N-Box conquer flashlink 机箱
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Conquering Qomolangma
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作者 TANG YUANKAI 《Beijing Review》 2007年第44期40-41,共2页
The torch relay of the 2008 Olympics will reach the highest point on earth,the summit of the Qomolangma(Mt. Everest).Ensuring it keeps burning there amid thin air,high winds and freezing temperatures has been a diffic... The torch relay of the 2008 Olympics will reach the highest point on earth,the summit of the Qomolangma(Mt. Everest).Ensuring it keeps burning there amid thin air,high winds and freezing temperatures has been a difficult task 展开更多
关键词 conquering Qomolangma
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Doctor Yamei Hu: A Chinese pioneer dedicated to conquering childhood leukemia
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作者 Huyong Zheng 《Pediatric Investigation》 2018年第4期205-206,共2页
At 95 years of age, Dr. Yamei Hu, an academician of the Chinese Academy of Engineering (CAE), has seen her greatest wish fulfilled: to establish China's National Children's Leukemia/Cancer Foundation and the N... At 95 years of age, Dr. Yamei Hu, an academician of the Chinese Academy of Engineering (CAE), has seen her greatest wish fulfilled: to establish China's National Children's Leukemia/Cancer Foundation and the National Children's Hematology Oncology Center. Dr. Hu's purpose has always been simple: to allow more children with leukemia to receive effective treatment and to have hope for a new life. 展开更多
关键词 DOCTOR Yamei HU conquering CHILDHOOD LEUKEMIA HEMATOLOGY Oncology Center
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A Tibetan Woman Has Conquered Mt. Qumolangma
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作者 ZHANG XIAOPING LI LI 《Women of China》 1995年第8期62-64,共3页
KUN Sang, which means "perfect" in Tibetan, is the name of an ordinary Tibetan woman. Obviously, it contains her parents’ wishes for her. Kun Sang, the heroine of this article, is a mountaineer and conquero... KUN Sang, which means "perfect" in Tibetan, is the name of an ordinary Tibetan woman. Obviously, it contains her parents’ wishes for her. Kun Sang, the heroine of this article, is a mountaineer and conqueror of the highest peak of the world. 展开更多
关键词 A Tibetan Woman Has conquered Mt Qumolangma
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