├── Co-occurrence_Matrix.py ├── LICENSE ├── README.md ├── data.csv ├── network.gexf ├── network.svg └── 作者关系图.gephi /Co-occurrence_Matrix.py: -------------------------------------------------------------------------------- 1 | # encoding:utf-8 2 | __author__ = 'shiliang' 3 | __date__ = '2019/4/4 9:55' 4 | 5 | 6 | def get_Co_authors(filePath): 7 | ''' 8 | 读取csv文件获取作者信息并存储到列表中 9 | :param filePath: csv文件路径 10 | :return co_authors_list: 一个包含所有作者的列表 11 | ''' 12 | # 设置编码为utf-8-sig防止首部\ufeff的出现,它是windows系统自带的BOM,用于区分大端和小端UTF-16编码 13 | with open(filePath, 'r', encoding='utf-8-sig') as f: 14 | text = f.read() 15 | co_authors_list = text.split('\n') # 分割数据中的换行符'\n'两边的数据 16 | co_authors_list.remove('') # 删除列表结尾的空字符 17 | return co_authors_list 18 | 19 | def str2csv(filePath, s): 20 | ''' 21 | 将字符串写入到本地csv文件中 22 | :param filePath: csv文件路径 23 | :param s: 待写入字符串(逗号分隔格式) 24 | ''' 25 | with open(filePath, 'w', encoding='utf-8') as f: 26 | f.write(s) 27 | print('写入文件成功,请在'+filePath+'中查看') 28 | 29 | def sortDictValue(dict, is_reverse): 30 | ''' 31 | 将字典按照value排序 32 | :param dict: 待排序的字典 33 | :param is_reverse: 是否按照倒序排序 34 | :return s: 符合csv逗号分隔格式的字符串 35 | ''' 36 | # 对字典的值进行倒序排序,items()将字典的每个键值对转化为一个元组,key输入的是函数,item[1]表示元组的第二个元素,reverse为真表示倒序 37 | tups = sorted(dict.items(), key=lambda item: item[1], reverse=is_reverse) 38 | s = '' 39 | for tup in tups: # 合并成csv需要的逗号分隔格式 40 | s = s + tup[0] + ',' + str(tup[1]) + '\n' 41 | return s 42 | 43 | def build_matrix(co_authors_list, is_reverse): 44 | ''' 45 | 根据共同作者列表,构建共现矩阵(存储到字典中),并将该字典按照权值排序 46 | :param co_authors_list: 共同作者列表 47 | :param is_reverse: 排序是否倒序 48 | :return node_str: 三元组形式的节点字符串(且符合csv逗号分隔格式) 49 | :return edge_str: 三元组形式的边字符串(且符合csv逗号分隔格式) 50 | ''' 51 | node_dict = {} # 节点字典,包含节点名+节点权值(频数) 52 | edge_dict = {} # 边字典,包含起点+目标点+边权值(频数) 53 | # 第1层循环,遍历整表的每行作者信息 54 | for row_authors in co_authors_list: 55 | row_authors_list = row_authors.split(',') # 依据','分割每行所有作者,存储到列表中 56 | # 第2层循环,遍历当前行所有作者中每个作者信息 57 | for index, pre_au in enumerate(row_authors_list): # 使用enumerate()以获取遍历次数index 58 | # 统计单个作者出现的频次 59 | if pre_au not in node_dict: 60 | node_dict[pre_au] = 1 61 | else: 62 | node_dict[pre_au] += 1 63 | # 若遍历到倒数第一个元素,则无需记录关系,结束循环即可 64 | if pre_au == row_authors_list[-1]: 65 | break 66 | connect_list = row_authors_list[index+1:] 67 | # 第3层循环,遍历当前行该作者后面所有的合作者,以统计两两作者合作的频次 68 | for next_au in connect_list: 69 | A, B = pre_au, next_au 70 | # 固定两两作者的顺序 71 | if A > B: 72 | A, B = B, A 73 | key = A+','+B # 格式化为逗号分隔A,B形式,作为字典的键 74 | # 若该关系不在字典中,则初始化为1,表示作者间的合作次数 75 | if key not in edge_dict: 76 | edge_dict[key] = 1 77 | else: 78 | edge_dict[key] += 1 79 | # 对得到的字典按照value进行排序 80 | node_str = sortDictValue(node_dict, is_reverse) # 节点 81 | edge_str = sortDictValue(edge_dict, is_reverse) # 边 82 | return node_str, edge_str 83 | 84 | 85 | if __name__ == '__main__': 86 | readfilePath = r'C:\Users\Administrator\Desktop\data.csv' 87 | writefilePath1 = r'C:\Users\Administrator\Desktop\node.csv' 88 | writefilePath2 = r'C:\Users\Administrator\Desktop\edge.csv' 89 | # 读取csv文件获取作者信息并存储到列表中 90 | co_authors_list = get_Co_authors(readfilePath) 91 | # 根据共同作者列表, 构建共现矩阵(存储到字典中), 并将该字典按照权值排序 92 | node_str, edge_str = build_matrix(co_authors_list, is_reverse=True) 93 | print(edge_str) 94 | # 将字符串写入到本地csv文件中 95 | str2csv(writefilePath1, node_str) 96 | str2csv(writefilePath2, edge_str) -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- 1 | MIT License 2 | 3 | Copyright (c) 2019 Spark_Shi 4 | 5 | Permission is hereby granted, free of charge, to any person obtaining a copy 6 | of this software and associated documentation files (the "Software"), to deal 7 | in the Software without restriction, including without limitation the rights 8 | to use, copy, modify, merge, publish, distribute, sublicense, and/or sell 9 | copies of the Software, and to permit persons to whom the Software is 10 | furnished to do so, subject to the following conditions: 11 | 12 | The above copyright notice and this permission notice shall be included in all 13 | copies or substantial portions of the Software. 14 | 15 | THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR 16 | IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, 17 | FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE 18 | AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER 19 | LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, 20 | OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE 21 | SOFTWARE. 22 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # Python构建共现矩阵并将其三元组表示存储至csv文件 2 | ![](https://img.shields.io/badge/license-MIT-success.svg) 3 | [![](https://img.shields.io/badge/Blog-SL_World-orange.svg)](https://blog.csdn.net/SL_World) 4 | ## 引言：共现矩阵有什么用？ 5 | 6 | 主要用于发现主题，解决**词向量相近关系**的表示； 7 | 8 | 将共现矩阵行(列)作为词向量，其表现形式类似于数据结构中图论里学的**邻接矩阵**。在本文中，笔者主要用来统计会议论文作者之间的合作关系。 9 | 10 | 【举例】：假设有四篇论文，每篇论文作者名字如下。 11 | 12 | ![在这里插入图片描述](https://img-blog.csdnimg.cn/20190405165753278.png) 13 | 14 | 我们根据上述原始数据构建如下共现矩阵，由如下矩阵可以看出，`Yang Liu`和`Wenwu Zhu`在上述窗口中**共同出现(co-occurrence)过3次**，其实际含义为这两个作者进行过3次合作，**共现的次数越多，我们就认为这两个人的合作关系越紧密**，对应权值也就越高。同理，`Yang Liu`和`Hao Chen`共现过1次、`Wenwu Zhu`和`Hao Chen`共现过2次。 15 | 16 | ![在这里插入图片描述](https://img-blog.csdnimg.cn/20190405154212111.png) 17 | 18 | 当数据规模很庞大的时候(如2000+个作者)，再用矩阵的形式来表示其关系就**不太合适**，而对于**稀疏矩阵的存储方法**，可以借用数据结构中**三元组**的形式来存储，具体方式如下图： 19 | 20 | ![在这里插入图片描述](https://img-blog.csdnimg.cn/20190405154353672.png) 21 | 22 | 而Python(其他语言也可)自带的数据结构——**字典**，就可以很方便的将原始数据转换成三元组形式。 23 | 24 | ## 一、原始数据准备 25 | 原始数据按照每篇论文一作、二作依次顺序排列，两两作者之间使用逗号分隔，存储在csv文件中。 26 | 27 | 本例共有**节点2958个**，**边6040个**。 28 | 29 | 如何[《将含有特殊字符的xlsx表格数据转化成utf-8编码的csv文件》](https://blog.csdn.net/SL_World/article/details/89034995)请见此。 30 | ![在这里插入图片描述](https://img-blog.csdnimg.cn/2019040516163536.png?x-oss-process=image/watermark,type_ZmFuZ3poZW5naGVpdGk,shadow_10,text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L1NMX1dvcmxk,size_16,color_FFFFFF,t_70) 31 | 32 | ## 二、构建共现矩阵并以三元组形式存储到csv文件中 33 | 【思路】：遍历每行的作者，对于两两作者A,B**以'A,B'为键**，以**合作频数为值**。对于'B,A'形式的键需反转为'A,B'形式，最后可对字典的值进行降序排序。 34 | 35 | ##### 1）读取并分割数据 36 | 37 | 注意此处读取文件的编码方式需设置为`utf-8-sig`，不然得到的列表首个元素会含有`\ufeff`Unicode字符，具体原因百度有。 38 | ```js 39 | def get_Co_authors(filePath): 40 | ''' 41 | 读取csv文件获取作者信息并存储到列表中 42 | :param filePath: csv文件路径 43 | :return co_authors_list: 一个包含所有作者的列表 44 | ''' 45 | # 设置编码为utf-8-sig防止首部\ufeff的出现,它是windows系统自带的BOM,用于区分大端和小端UTF-16编码 46 | with open(filePath, 'r', encoding='utf-8-sig') as f: 47 | text = f.read() 48 | co_authors_list = text.split('\n') # 分割数据中的换行符'\n'两边的数据 49 | co_authors_list.remove('') # 删除列表结尾的空字符 50 | return co_authors_list 51 | ``` 52 | ##### 2）统计节点和关系频数并构建共现矩阵 53 | 最终返回两个字典： 54 | 55 | **①节点字典**(包含节点名称+词频数) 56 | 57 | **②边字典**(包含两两节点关系+关系频数) 58 | 59 | 构建算法如下，已写好详细注释： 60 | ```js 61 | def build_matrix(co_authors_list, is_reverse): 62 | ''' 63 | 根据共同作者列表,构建共现矩阵(存储到字典中),并将该字典按照权值排序 64 | :param co_authors_list: 共同作者列表 65 | :param is_reverse: 排序是否倒序 66 | :return node_str: 三元组形式的节点字符串(且符合csv逗号分隔格式) 67 | :return edge_str: 三元组形式的边字符串(且符合csv逗号分隔格式) 68 | ''' 69 | node_dict = {} # 节点字典,包含节点名+节点权值(频数) 70 | edge_dict = {} # 边字典,包含起点+目标点+边权值(频数) 71 | # 第1层循环,遍历整表的每行作者信息 72 | for row_authors in co_authors_list: 73 | row_authors_list = row_authors.split(',') # 依据','分割每行所有作者,存储到列表中 74 | # 第2层循环,遍历当前行所有作者中每个作者信息 75 | for index, pre_au in enumerate(row_authors_list): # 使用enumerate()以获取遍历次数index 76 | # 统计单个作者出现的频次 77 | if pre_au not in node_dict: 78 | node_dict[pre_au] = 1 79 | else: 80 | node_dict[pre_au] += 1 81 | # 若遍历到倒数第一个元素,则无需记录关系,结束循环即可 82 | if pre_au == row_authors_list[-1]: 83 | break 84 | connect_list = row_authors_list[index+1:] 85 | # 第3层循环,遍历当前行该作者后面所有的合作者,以统计两两作者合作的频次 86 | for next_au in connect_list: 87 | A, B = pre_au, next_au 88 | # 固定两两作者的顺序 89 | if A > B: 90 | A, B = B, A 91 | key = A+','+B # 格式化为逗号分隔A,B形式,作为字典的键 92 | # 若该关系不在字典中,则初始化为1,表示作者间的合作次数 93 | if key not in edge_dict: 94 | edge_dict[key] = 1 95 | else: 96 | edge_dict[key] += 1 97 | # 对得到的字典按照value进行排序 98 | node_str = sortDictValue(node_dict, is_reverse) # 节点 99 | edge_str = sortDictValue(edge_dict, is_reverse) # 边 100 | return node_str, edge_str 101 | ``` 102 | 103 | ##### 3）对结果字典按照值进行倒序排序 104 | 105 | ```js 106 | def sortDictValue(dict, is_reverse): 107 | ''' 108 | 将字典按照value排序 109 | :param dict: 待排序的字典 110 | :param is_reverse: 是否按照倒序排序 111 | :return s: 符合csv逗号分隔格式的字符串 112 | ''' 113 | # 对字典的值进行倒序排序,items()将字典的每个键值对转化为一个元组,key输入的是函数,item[1]表示元组的第二个元素,reverse为真表示倒序 114 | tups = sorted(dict.items(), key=lambda item: item[1], reverse=is_reverse) 115 | s = '' 116 | for tup in tups: # 合并成csv需要的逗号分隔格式 117 | s = s + tup[0] + ',' + str(tup[1]) + '\n' 118 | return s 119 | ``` 120 | 121 | 本算法共使用**3次for循环**，时间复杂度为`O(n³)`，共用时`0.63`秒。 122 | 123 | 执行结果如下： 124 | 125 | ![在这里插入图片描述](https://img-blog.csdnimg.cn/20190405165920702.png?x-oss-process=image/watermark,type_ZmFuZ3poZW5naGVpdGk,shadow_10,text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L1NMX1dvcmxk,size_16,color_FFFFFF,t_70) 126 | ##### 4）写入到csv文件 127 | 128 | ```js 129 | def str2csv(filePath, s): 130 | ''' 131 | 将字符串写入到本地csv文件中 132 | :param filePath: csv文件路径 133 | :param s: 待写入字符串(逗号分隔格式) 134 | ''' 135 | with open(filePath, 'w', encoding='utf-8') as f: 136 | f.write(s) 137 | print('写入文件成功,请在'+filePath+'中查看') 138 | ``` 139 | 结果如下： 140 | 141 | ![在这里插入图片描述](https://img-blog.csdnimg.cn/20190405164310838.png?x-oss-process=image/watermark,type_ZmFuZ3poZW5naGVpdGk,shadow_10,text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L1NMX1dvcmxk,size_16,color_FFFFFF,t_70) 142 | 143 | 【对应我的博客】：https://blog.csdn.net/SL_World/article/details/89034995 144 | -------------------------------------------------------------------------------- /data.csv: -------------------------------------------------------------------------------- 1 | Xiaohui Bei,Shengyu Zhang 2 | Pin-Yu Chen,Yash Sharma,Huan Zhang,Jinfeng Yi,Cho-Jui Hsieh 3 | Jonathan Chung,Moshe Eizenman,Uros Rakita,Roger McIntyre,Peter Giacobbe 4 | Bolin Ding,Harsha Nori,Paul Li,Joshua Allen 5 | Hao-Wen Dong,Wen-Yi Hsiao,Li-Chia Yang,Yi-Hsuan Yang 6 | Ahmed Elgammal,Yan Kang,Milko Den Leeuw 7 | Nina Grgić-Hlača,Muhammad Bilal Zafar,Krishna P. Gummadi,Adrian Weller 8 | Weixiang Hong,Jingjing Meng,Junsong Yuan 9 | Weixiang Hong,Jingjing Meng,Junsong Yuan 10 | Xin Jin,Le Wu,Xiaodong Li,Siyu Chen,Siwei Peng,Jingying Chi,Shiming Ge,Chenggen Song,Geng Zhao 11 | Daniel Kasenberg,Matthias Scheutz 12 | Zhuo Li,Hongwei Wang,Miao Zhao,Wenjie Li,Minyi Guo 13 | Bin Liu,Ying Li,Zhaonan Sun,Soumya Ghosh,Kenney Ng 14 | Luchen Liu,Jianhao Shen,Ming Zhang,Zichang Wang,Jian Tang 15 | Ye Liu,Lifang He,Bokai Cao,Philip S. Yu,Ann B. Ragin,Alex D. Leow 16 | Jian Lou,Yiu-ming Cheung 17 | Maggie Makar,John Guttag,Jenna Wiens 18 | Taiki Miyanishi,Jun-ichiro Hirayama,Takuya Maekawa,Motoaki Kawanabe 19 | Chih-Ya Shen,C. P. Kankeu Fotsing,De-Nian Yang,Yi-Shin Chen,Wang-Chien Lee 20 | Shirin Sohrabi,Anton V. Riabov,Michael Katz,Octavian Udrea 21 | Youyi Song,Jing Qin,Baiying Lei,Kup-Sze Choi 22 | Shaojie Tang 23 | Shantanu Thakoor,Simoni Shah,Ganesh Ramakrishnan,Amitabha Sanyal 24 | Jingyuan Wang,Xu He,Ze Wang,Junjie Wu,Nicholas Jing Yuan,Xing Xie,Zhang Xiong 25 | Leye Wang,Gehua Qin,Dingqi Yang,Xiao Han,Xiaojuan Ma 26 | Xinrun Wang,Bo An,Martin Strobel,Fookwai Kong 27 | Huawei Wei,Bingbing Ni,Yichao Yan,Huanyu Yu,Xiaokang Yang,Chen Yao 28 | Ziwei Zhang,Peng Cui,Jian Pei,Xiao Wang,Wenwu Zhu 29 | Huan Zhao,Xiaogang Xu,Yangqiu Song,Dik Lun Lee,Zhao Chen,Han Gao 30 | Rediet Abebe,Lada A. Adamic,Jon Kleinberg 31 | Xuezhi Cao,Haokun Chen,Xuejian Wang,Weinan Zhang,Yong Yu 32 | Chaochao Chen,Ziqi Liu,Peilin Zhao,Jun Zhou,Xiaolong Li 33 | Qin Chen,Qinmin Hu,Jimmy Xiangji Huang,Liang He 34 | Zhen-Duo Chen,Wan-Jin Yu,Chuan-Xiang Li,Liqiang Nie,Xin-Shun Xu 35 | Rui Feng,Yang Yang,Wenjie Hu,Fei Wu,Yueting Zhang 36 | Guibing Guo,Songlin Zhai,Fajie Yuan,Yuan Liu,Xingwei Wang 37 | Jun Guo,Wenwu Zhu 38 | Dongxiao He,Xinxin You,Zhiyong Feng,Di Jin,Xue Yang,Weixiong Zhang 39 | Di Jin,Xiaobao Wang,Ruifang He,Dongxiao He,Jianwu Dang,Weixiong Zhang 40 | Tomasz Kuśmierczyk,Kjetil Nørvåg 41 | Xiaoming Li,Hui Fang,Jie Zhang 42 | Ye Li,Chaofeng Sha,Xin Huang,Yanchun Zhang 43 | Chun-Yi Liu,Chuan Zhou,Jia Wu,Yue Hu,Li Guo 44 | Yang Liu,Yi-Fang Brook Wu 45 | Xusheng Luo,Kangqi Luo,Xianyang Chen,Kenny Q. Zhu 46 | Jianxin Ma,Peng Cui,Wenwu Zhu 47 | Brian McMahan,Delip Rao 48 | Wei Niu,James Caverlee,Haokai Lu 49 | Jingkuan Song,Tao He,Lianli Gao,Xing Xu,Alan Hanjalic,Heng Tao Shen 50 | Jingkuan Song,Tao He,Lianli Gao,Xing Xu,Heng Tao Shen 51 | Kai Song,Yue Zhang,Min Zhang,Weihua Luo 52 | Bing-Jie Sun,Huawei Shen,Jinhua Gao,Wentao Ouyang,Xueqi Cheng 53 | Ke Tu,Peng Cui,Xiao Wang,Fei Wang,Wenwu Zhu 54 | Chao Wang,Qi Liu,Runze Wu,Enhong Chen,Chuanren Liu,Xunpeng Huang,Zhenya Huang 55 | Daixin Wang,Peng Cui,Wenwu Zhu 56 | Jingang Wang,Junfeng Tian,Long Qiu,Sheng Li,Jun Lang,Luo Si,Man Lan 57 | Keqiang Wang,Yuanyuan Jin,Haofen Wang,Hongwei Peng,Xiaoling Wang 58 | Yu Wang,Jixing Xu,Aohan Wu,Mantian Li,Yang He,Jinghe Hu,Weipeng P. Yan 59 | Zheng Wang,Xiaojun Ye,Chaokun Wang,Yuexin Wu,Changping Wang,Kaiwen Liang 60 | Shaobin Xu,David A. Smith 61 | Jufeng Yang,Dongyu She,Yu-Kun Lai,Ming-Hsuan Yang 62 | Liang Yang,Yuanfang Guo,Xiaochun Cao 63 | Yang Yang,Chenhao Tan,Zongtao Liu,Fei Wu,Yueting Zhuang 64 | Zhiyong Yang,Qianqian Xu,Xiaochun Cao,Qingming Huang 65 | Yazhou Yao,Jian Zhang,Fumin Shen,Wankou Yang,Pu Huang,Zhenmin Tang 66 | Chao Zhang,Mengxiong Liu,Zhengchao Liu,Carl Yang,Luming Zhang,Jiawei Han 67 | Jian Zhang,Yuxin Peng,Mingkuan Yuan 68 | Wei-Nan Zhang,Lingzhi Li,Dongyan Cao,Ting Liu 69 | Zhirui Zhang,Shujie Liu,Mu Li,Ming Zhou,Enhong Chen 70 | Shenjian Zhao,Zhihua Zhang 71 | Lekui Zhou,Yang Yang,Xiang Ren,Fei Wu,Yueting Zhuang 72 | Suping Zhou,Jia Jia,Qi Wang,Yufei Dong,Yufeng Yin,Kehua Lei 73 | Alireza Alemi,Christian K. Machens,Sophie Deneve,Jean-Jacques Slotine 74 | S. Hamidreza Kasaei,Juil Sock,Luis Seabra Lopes,Ana Maria Tome,Tae-Kyun Kim 75 | Weikang Li,Wei Li,Yunfang Wu 76 | Joshua H. Palmer,Maithilee Kunda 77 | Tielin Zhang,Yi Zeng,Dongcheng Zhao,Mengting Shi 78 | Somak Aditya,Yezhou Yang,Chitta Baral 79 | Kezhen Chen,Kenneth Forbus 80 | Konstantina Christakopoulou,Adam Tauman Kalai 81 | Maxwell Crouse,Clifton McFate,Kenneth Forbus 82 | Zhenxin Fu,Xiaoye Tan,Nanyun Peng,Dongyan Zhao,Rui Yan 83 | Xiaolong Gong,Hao Xu,Linpeng Huang 84 | Christopher W. Lynn,Daniel D. Lee 85 | Wenjun Ma,Yuncheng Jiang,Weiru Liu,Xudong Luo,Kevin McAreavey 86 | Amrita Saha,Mitesh M. Khapra,Karthik Sankaranarayanan 87 | Amrita Saha,Vardaan Pahuja,Mitesh M. Khapra,Karthik Sankaranarayanan,Sarath Chandar 88 | Snejana Shegheva,Ashok Goel 89 | Chongyang Tao,Lili Mou,Dongyan Zhao,Rui Yan 90 | Hao Zhou,Minlie Huang,Tianyang Zhang,Xiaoyan Zhu,Bing Liu 91 | Nipun Batra,Yiling Jia,Hongning Wang,Kamin Whitehouse 92 | Johan Bjorck,Yiwei Bai,Xiaojian Wu,Yexiang Xue,Mark Whitmore,Carla Gomes 93 | Haipeng Chen,Bo An,Guni Sharon,Josiah P. Hanna,Peter Stone,Chunyan Miao,Yeng Chai Soh 94 | Sandeep Chinchali,Pan Hu,Tianshu Chu,Manu Sharma,Manu Bansal,Rakesh Misra,Marco Pavone,Sachin Katti 95 | Supriyo Ghosh,Pradeep Varakantham 96 | Renhe Jiang,Xuan Song,Zipei Fan,Tianqi Xia,Quanjun Chen,Satoshi Miyazawa,Ryosuke Shibasaki 97 | Henning Lange,Mario Berges 98 | Hongbin Pei,Bo Yang,Jiming Liu,Lei Dong 99 | Eugene Seo,Rebecca A. Hutchinson 100 | Zhourui Song,Zhenyu Liu,Dongsheng Wang 101 | Luming Tang,Yexiang Xue,Di Chen,Carla P. Gomes 102 | Wanyuan Wang,Bo An,Yichuan Jiang 103 | Bryan Wilder,Sze-Chuan Suen,Milind Tambe 104 | Xiaojian Wu,Jonathan Gomes-Selman,Qinru Shi,Yexiang Xue,Roosevelt Garcia-Villacorta,Elizabeth Anderson,Suresh Sethi,Scott Steinschneider,Alexander Flecker,Carla Gomes 105 | Serge Gaspers,Stefan Rümmele,Abdallah Saffidine,Kevin Tran 106 | Lara J. Martin,Prithviraj Ammanabrolu,Xinyu Wang,William Hancock,Shruti Singh,Brent Harrison,Mark O. Riedl 107 | Rubens O. Moraes,Levi H. S. Lelis 108 | Nicholas Sohre,Moses Adeagbo,Nathaniel Helwig,Sofia Lyford-Pike,Stephen J. Guy 109 | Ben Abramowitz,Elliot Anshelevich 110 | Haris Aziz,Edith Elkind,Shenwei Huang,Martin Lackner,Luis Sanchez-Fernandez,Piotr Skowron 111 | Haris Aziz,Pang Luo,Christine Rizkallah 112 | Siddharth Barman,Arpita Biswas,Sanath Kumar Krishnamurthy,Yadati Narahari 113 | Umang Bhaskar,Varsha Dani,Abheek Ghosh 114 | Robert Bredereck,Piotr Faliszewski,Ayumi Igarashi,Martin Lackner,Piotr Skowron 115 | Gianluca Brero,Sébastien Lahaie 116 | Neil Burch,Martin Schmid,Matej Moravcik,Dustin Morill,Michael Bowling 117 | Qingpeng Cai,Aris Filos-Ratsikas,Pingzhong Tang,Yiwei Zhang 118 | Andrea Celli,Nicola Gatti 119 | Yu Cheng,Shaddin Dughmi,David Kempe 120 | Yuan Deng,Vincent Conitzer 121 | Giuseppe De Nittis,Alberto Marchesi,Nicola Gatti 122 | Swapnil Dhamal,Walid Ben-Ameur,Tijani Chahed,Eitan Altman 123 | John P. Dickerson,Karthik A. Sankararaman,Aravind Srinivasan,Pan Xu 124 | Janosch Döcker,Britta Dorn,Ulle Endriss,Ronald de Haan,Sebastian Schneckenburger 125 | Piotr Faliszewski,Martin Lackner,Dominik Peters,Nimrod Talmon 126 | Michele Flammini,Manuel Mauro,Matteo Tonelli 127 | Chi Kit Ken Fong,Minming Li,Pinyan Lu,Taiki Todo,Makoto Yokoo 128 | Umberto Grandi,James Stewart,Paolo Turrini 129 | Nika Haghtalab,Ritesh Noothigattu,Ariel D. Procaccia 130 | Ayumi Igarashi,Rani Izsak,Edith Elkind 131 | Rani Izsak,Nimrod Talmon,Gerhard J. Woeginger 132 | Florian Jaeckle,Dominik Peters,Edith Elkind 133 | Anson Kahng,Yasmine Kotturi,Chinmay Kulkarni,David Kurokawa,Ariel D. Procaccia 134 | Anson Kahng,Simon Mackenzie,Ariel D. Procaccia 135 | Nitin Kamra,Umang Gupta,Fei Fang,Yan Liu,Milind Tambe 136 | Yasushi Kawase,Atsushi Iwasaki 137 | Orgad Keller,Avinatan Hassidim,Noam Hazon 138 | Christian Kroer,Gabriele Farina,Tuomas Sandholm 139 | Jing Wu Lian,Nicholas Mattei,Renee Noble,Toby Walsh 140 | Yang Liu,Chien-Ju Ho 141 | Zhengyang Liu,Ying Sheng 142 | Duncan C. McElfresh,John P. Dickerson 143 | Dominik Peters 144 | Ariel D. Procaccia,Rodrigo A. Velez,Dingli Yu 145 | Ariel D. Procaccia,David Wajc,Hanrui Zhang 146 | Erel Segal-Halevi,Avinatan Hassidim,Yonatan Aumann 147 | Guni Sharon,Michael Albert,Tarun Rambha,Stephen Boyles,Peter Stone 148 | Weiran Shen,Pingzhong Tang,Yuan Deng 149 | Oskar Skibski,Jadwiga Sosnowska 150 | Omer Tamuz,Shai Vardi,Juba Ziani 151 | Zoi Terzopoulou,Ulle Endriss 152 | Nicolas Troquard 153 | Dmitry Ulyanov,Andrea Vedaldi,Victor Lempitsky 154 | Tomasz Wąs,Oskar Skibski 155 | Bryce Wiedenbeck,Fengjun Yang,Michael P. Wellman 156 | Bryan Wilder 157 | Jens Witkowski,Rupert Freeman,Jennifer Wortman Vaughan,David M. Pennock,Andreas Krause 158 | Haifeng Xu,Kai Wang,Phebe Vayanos,Milind Tambe 159 | Jie Zhang 160 | Bence Cserna,William J. Doyle,Jordan S. Ramsdell,Wheeler Ruml 161 | Hiroyuki Hanada,Atsushi Shibagaki,Jun Sakuma,Ichiro Takeuchi 162 | David Hemmi,Guido Tack,Mark Wallace 163 | Xiangjie Hu,Yanfeng Sun,Junbin Gao,Yongli Hu,Baocai Yin 164 | Hua Jiang,Chu-Min Li,Yanli Liu,Felip Manyà 165 | Shunji Lin,Alex Fukunaga 166 | Marius Lindauer,Frank Hutter 167 | Andrei Lissovoi,Pietro S. Oliveto 168 | Risheng Liu,Xin Fan,Shichao Cheng,Xiangyu Wang,Zhongxuan Luo 169 | Baharan Mirzasoleiman,Stefanie Jegelka,Andreas Krause 170 | Atsushi Miyauchi,Tomohiro Sonobe,Noriyoshi Sukegawa 171 | Chao Qian,Yibo Zhang,Xin Yao 172 | Mohammad Raza,Sumit Gulwani 173 | Shinsaku Sakaue,Masakazu Ishihata 174 | Shinsaku Sakaue,Masaaki Nishino,Norihito Yasuda 175 | Topi Talvitie,Kustaa Kangas,Teppo Niinimäki,Mikko Koivisto 176 | Di Wang,Jinhui Xu 177 | Hong Wang,Hong Qian,Yang Yu 178 | Chenjun Xiao,Jincheng Mei,Martin Müller 179 | Gagan Bansal,Daniel S. Weld 180 | Bar Hilleli,Ran El-Yaniv 181 | Ashish Kulkarni,Narasimha Raju Uppalapati,Pankaj Singh,Ganesh Ramakrishnan 182 | Aaron Mininger,John E. Laird 183 | Igor Mordatch,Pieter Abbeel 184 | Samer B. Nashed,Joydeep Biswas 185 | An T. Nguyen,Aditya Kharosekar,Matthew Lease,Byron Wallace 186 | Mayada Oudah,Talal Rahwan,Tawna Crandall,Jacob W. Crandall 187 | Marco Tulio Ribeiro,Sameer Singh,Carlos Guestrin 188 | Avi Segal,Kobi Gal,Ece Kamar,Eric Horvitz,Grant Miller 189 | Garrett Warnell,Nicholas Waytowich,Vernon Lawhern,Peter Stone 190 | Kyohei Atarashi,Satoshi Oyama,Masahito Kurihara 191 | Kamran Ghasedi Dizaji,Heng Huang 192 | Priel Levy,David Sarne 193 | Rui Li,Jared Curhan,Mohammed Ehsan Hoque 194 | Ritesh Noothigattu,Snehalkumar S. Gaikwad,Edmond Awad,Sohan Dsouza,Iyad Rahwan,Pradeep Ravikumar,Ariel D. Procaccia 195 | Goran Radanovic,Boi Faltings 196 | Goran Radanovic,Adish Singla,Andreas Krause,Boi Faltings 197 | Filipe Rodrigues,Francisco C. Pereira 198 | Ryusuke Takahama,Yukino Baba,Nobuyuki Shimizu,Sumio Fujita,Hisashi Kashima 199 | YaoSheng Yang,Meishan Zhang,Wenliang Chen,Wei Zhang,Haofen Wang,Min Zhang 200 | Rachel Freedman,Jana Schaich Borg,Walter Sinnott-Armstrong,John P. Dickerson,Vincent Conitzer 201 | Odd Erik Gundersen,Sigbjørn Kjensmo 202 | Bo Luo,Yannan Liu,Lingxiao Wei,Qiang Xu 203 | Andrew Slavin Ross,Finale Doshi-Velez 204 | Mike Wu,Michael C. Hughes,Sonali Parbhoo,Maurizio Zazzi,Volker Roth,Finale Doshi-Velez 205 | Xiang Wu,Lingxiao Song,Ran He,Tieniu Tan 206 | Yueh-Hua Wu,Shou-De Lin 207 | Zhe Wu,Bharat Singh,Larry S. Davis,V. S. Subrahmanian 208 | Dalin Zhang,Lina Yao,Xiang Zhang,Sen Wang,Weitong Chen,Robert Boots,Boualem Benatallah 209 | Han Zou,Yuxun Zhou,Jianfei Yang,Weixi Gu,Lihua Xie,Costas J. Spanos 210 | Giovanni Amendola,Carmine Dodaro,Wolfgang Faber,Francesco Ricca 211 | Labinot Bajraktari,Magdalena Ortiz,Mantas Šimkus 212 | Pietro Baroni,Antonio Rago,Francesca Toni 213 | Vitaliy Batusov,Mikhail Soutchanski 214 | Dorothea Baumeister,Daniel Neugebauer,Jörg Rothe,Hilmar Schadrack 215 | Michael Benedikt,Boris Motik,Efthymia Tsamoura 216 | Ronen I. Brafman,Giuseppe De Giacomo,Fabio Patrizi 217 | Gerhard Brewka,Hannes Strass,Johannes P. Wallner,Stefan Woltran 218 | Ruichu Cai,Jie Qiao,Zhenjie Zhang,Zhifeng Hao 219 | Erik Cambria,Soujanya Poria,Devamanyu Hazarika,Kenneth Kwok 220 | Glauber De Bona,John Grant,Anthony Hunter,Sébastien Konieczny 221 | Tim Dettmers,Pasquale Minervini,Pontus Stenetorp,Sebastian Riedel 222 | Takuma Ebisu,Ryutaro Ichise 223 | Christian Eichhorn,Gabriele Kern-Isberner,Marco Ragni 224 | Liangda Fang,Hai Wan,Xianqiao Liu,Biqing Fang,Zhaorong Lai 225 | Víctor Gutiérrez-Basulto,Yazmín Ibáñez-García,Jean Christoph Jung 226 | Joseph Y. Halpern,Max Kleiman-Weiner 227 | Nicholas Hay,Michael Stark,Alexander Schlegel,Carter Wendelken,Dennis Park,Eric Purdy,Tom Silver,D. Scott Phoenix,Dileep George 228 | Pan Hu,Boris Motik,Ian Horrocks 229 | Yusuf Izmirlioglu,Esra Erdem 230 | Brendan Juba,Zongyi Li,Evan Miller 231 | Batya Kenig,Lovro Ilijasić,Haoyue Ping,Benny Kimelfeld,Julia Stoyanovich 232 | Daniel Khashabi,Tushar Khot,Ashish Sabharwal,Dan Roth 233 | Emiliano Lorini 234 | Jun Mei,Yong Jiang,Kewei Tu 235 | Razieh Nabi,Ilya Shpitser 236 | Alessandro Ronca,Mark Kaminski,Bernardo Cuenca Grau,Boris Motik,Ian Horrocks 237 | Nicolas Schwind,Pierre Marquis 238 | Baoxu Shi,Tim Weninger 239 | Jakob Suchan,Mehul Bhatt,Przemysław Wałega,Carl Schultz 240 | Despoina Trivela,Giorgos Stoilos,Vasilis Vassalos 241 | Nicolas Troquard,Roberto Confalonieri,Pietro Galliani,Rafael Peñaloza,Daniele Porello,Oliver Kutz 242 | Markus Ulbricht,Matthias Thimm,Gerhard Brewka 243 | Bin Wang,Zhizheng Zhang,Hongxiang Xu,Jun Shen 244 | Peifeng Wang,Shuangyin Li,Rong Pan 245 | Zhe Wang,Kewen Wang,Xiaowang Zhang 246 | Jinyoung Yeo,Geungyu Wang,Hyunsouk Cho,Seungtaek Choi,Seung-won Hwang 247 | Hao Zhang,Shuigeng Zhou,Jihong Guan 248 | Junzhe Zhang,Elias Bareinboim 249 | Richong Zhang,Fanshuang Kong,Chenyue Wang,Yongyi Mao 250 | Xiaowang Zhang,Jan Van den Bussche,Kewen Wang,Zhe Wang 251 | Avinash Achar,Venkatesh Sarangan,Rohith Regikumar,Anand Sivasubramaniam 252 | Onur Atan,James Jordon,Mihaela van der Schaar 253 | Brandon Ballinger,Johnson Hsieh,Avesh Singh,Nimit Sohoni,Jack Wang,Geoffrey H. Tison,Gregory M. Marcus,Jose M. Sanchez,Carol Maguire,Jeffrey E. Olgin,Mark J. Pletcher 254 | Jiang Bian,Haoyi Xiong,Yanjie Fu,Sajal K. Das 255 | Diane Bouchacourt,Ryota Tomioka,Sebastian Nowozin 256 | Long Chen,Yuhang He 257 | Chengyao Chen,Zhitao Wang,Wenjie Li,Xu Sun 258 | Ding-Jie Chen,Jui-Ting Chien,Hwann-Tzong Chen,Long-Wen Chang 259 | Haochen Chen,Bryan Perozzi,Yifan Hu,Steven Skiena 260 | Ko-Shin Chen,Tingyang Xu,Jinbo Bi 261 | Weihao Cheng,Sarah Erfani,Rui Zhang,Ramamohanarao Kotagiri 262 | Weiyu Cheng,Yanyan Shen,Yanmin Zhu,Linpeng Huang 263 | Ching-Hua Chuan,Dorien Herremans 264 | Quanyu Dai,Qiang Li,Jian Tang,Dan Wang 265 | Chao Du,Chongxuan Li,Yin Zheng,Jun Zhu,Bo Zhang 266 | Ahmed Elgammal,Bingchen Liu,Diana Kim,Mohamed Elhoseiny,Marian Mazzone 267 | Katsuhiro Endo,Katsufumi Tomobe,Kenji Yasuoka 268 | Alin Fan,Ling Chen,Gencai Chen 269 | Qingxiang Feng,Yicong Zhou 270 | Sainyam Galhotra,Arya Mazumdar,Soumyabrata Pal,Barna Saha 271 | Zan Gao,Deyu Wang,Xiangnan He,Hua Zhang 272 | Jun Guo,Wenwu Zhu 273 | Yuchen Guo,Xin Zhao,Guiguang Ding,Jungong Han 274 | Christoph Hirnschall,Adish Singla,Sebastian Tschiatschek,Andreas Krause 275 | Jie Huang,Wengang Zhou,Qilin Zhang,Houqiang Li,Weiping Li 276 | Jin Huang,Yue Gao,Sha Lu,Xibin Zhao,Yangdong Deng,Ming Gu 277 | Wenjun Huang,Chao Liang,Yi Yu,Zheng Wang,Weijian Ruan,Ruimin Hu 278 | Yu-Siang Huang,Szu-Yu Chou,Yi-Hsuan Yang 279 | Zepeng Huo,Xiao Huang,Xia Hu 280 | Maya Kabkab,Pouya Samangouei,Rama Chellappa 281 | Hao-Cheng Kao,Kai-Fu Tang,Edward Y. Chang 282 | Changhee Lee,William R. Zame,Jinsung Yoon,Mihaela van der Schaar 283 | Dawei Li,Xiaolong Wang,Deguang Kong 284 | Kai Li,Zhengming Ding,Sheng Li,Yun Fu 285 | Chenghao Liu,Teng Zhang,Peilin Zhao,Jianling Sun,Steven C. H. Hoi 286 | Qi Liu,Yue Zhang,Zhenguang Liu,Ye Yuan,Li Cheng,Roger Zimmermann 287 | Zemin Liu,Vincent W. Zheng,Zhou Zhao,Fanwei Zhu,Kevin Chen-Chuan Chang,Minghui Wu,Jing Ying 288 | Matthew B. A. McDermott,Tom Yan,Tristan Naumann,Nathan Hunt,Harini Suresh,Peter Szolovits,Marzyeh Ghassemi 289 | Zhiyu Min,Dahua Lin 290 | Alessandro Nuara,Francesco Trovò,Nicola Gatti,Marcello Restelli 291 | Katsunori Ohnishi,Shohei Yamamoto,Yoshitaka Ushiku,Tatsuya Harada 292 | Xu Shen,Xinmei Tian,Jun Xing,Yong Rui,Dacheng Tao 293 | Yong-Siang Shih,Kai-Yueh Chang,Hsuan-Tien Lin,Min Sun 294 | Kyungwoo Song,Wonsung Lee,Il-Chul Moon 295 | Liangchen Song,Bo Du,Lefei Zhang,Liangpei Zhang,Jia Wu,Xuelong Li 296 | Yang Song,Zhifei Zhang,Hairong Qi 297 | Yu Su,Qingwen Liu,Qi Liu,Zhenya Huang,Yu Yin,Enhong Chen,Chris Ding,Si Wei,Guoping Hu 298 | Liyan Sun,Zhiwen Fan,Yue Huang,Xinghao Ding,John Paisley 299 | Qingyang Tan,Lin Gao,Yu-Kun Lai,Jie Yang,Shihong Xia 300 | Wesley Tansey,Jesse Thomason,James G. Scott 301 | Saeid Tizpaz-Niari,Pavol Cerny,Bor-Yuh Evan Chang,Ashutosh Trivedi 302 | Bin Tong,Martin Klinkigt,Junwen Chen,Xiankun Cui,Quan Kong,Tomokazu Murakami,Yoshiyuki Kobayashi 303 | Mark Valovage,Akshay Shekhawat,Maria Gini 304 | Chaojie Wang,Bo Chen,Mingyuan Zhou 305 | Dong Wang,Junbo Zhang,Wei Cao,Jian Li,Yu Zheng 306 | Hongwei Wang,Jia Wang,Jialin Wang,Miao Zhao,Weinan Zhang,Fuzheng Zhang,Xing Xie,Minyi Guo 307 | Menghan Wang,Xiaolin Zheng,Yang Yang,Kun Zhang 308 | Nancy X. R. Wang,Ali Farhadi,Rajesh P. N. Rao,Bingni W. Brunton 309 | Shoujin Wang,Liang Hu,Longbing Cao,Xiaoshui Huang,Defu Lian,Wei Liu 310 | Tie-Qiang Wang,Cheng-Lin Liu 311 | Xiaoqian Wang,Hao Huang 312 | Jiahui Wen,Jingwei Ma,Yiliu Feng,Mingyang Zhong 313 | Jiaming Xu,Jing Shi,Guangcan Liu,Xiuyi Chen,Bo Xu 314 | Tong Xu,Hengshu Zhu,Chen Zhu,Pan Li,Hui Xiong 315 | Zhenpei Yang,Lihang Liu,Qixing Huang 316 | Huaxiu Yao,Fei Wu,Jintao Ke,Xianfeng Tang,Yitian Jia,Siyu Lu,Pinghua Gong,Jieping Ye,Zhenhui Li 317 | Lu Yu,Chuxu Zhang,Shichao Pei,Guolei Sun,Xiangliang Zhang 318 | Chaoyun Zhang,Mingjun Zhong,Zongzuo Wang,Nigel Goddard,Charles Sutton 319 | Sheng Zhang,Yuliang Liu,Lianwen Jin,Canjie Luo 320 | Yuan Zhang,Tianshu Lyu,Yan Zhang 321 | Mengchen Zhao,Bo An,Yaodong Yu,Sulin Liu,Sinno Jialin Pan 322 | Rui Zhao,Qiang Ji 323 | Nenggan Zheng,Jun Wen,Risheng Liu,Liangqu Long,Jianhua Dai,Zhefeng Gong 324 | Yanning Zhou,Qi Dou,Hao Chen,Jing Qin,Pheng-Ann Heng 325 | Xiaofeng Zhu,Hongming Li,Yong Fan 326 | Mohammed Alshiekh,Roderick Bloem,Rüdiger Ehlers,Bettina Könighofer,Scott Niekum,Ufuk Topcu 327 | Hassan Ashtiani,Shai Ben-David,Abbas Mehrabian 328 | Shumeet Baluja,Ian Fischer 329 | Siddharth Barman,Aditya Gopalan,Aadirupa Saha 330 | Sima Behpour,Wei Xing,Brian D. Ziebart 331 | Jessa Bekker,Jesse Davis 332 | Apratim Bhattacharyya,Mateusz Malinowski,Bernt Schiele,Mario Fritz 333 | Avrim Blum,Nika Haghtalab 334 | Aleksandar Bojchevski,Stephan Günnemann 335 | Forough Rezaei Boroujeni,Sen Wang,Zhihui Li,Nicholas West,Bela Stantic,Lina Yao,Guodong Long 336 | Daniel S. Brown,Scott Niekum 337 | Gino Brunner,Oliver Richter,Yuyi Wang,Roger Wattenhofer 338 | Jose Cadena,Arinjoy Basak,Anil Vullikanti,Xinwei Deng 339 | Jose Cadena,Anil Vullikanti 340 | Han Cai,Tianyao Chen,Weinan Zhang,Yong Yu,Jun Wang 341 | Yue Cao,Mingsheng Long,Jianmin Wang 342 | Zhu Cao,Linlin Wang,Gerard de Melo 343 | Bo Chang,Lili Meng,Eldad Haber,Lars Ruthotto,David Begert,Elliot Holtham 344 | Devendra Singh Chaplot,Kanthashree Mysore Sathyendra,Rama Kumar Pasumarthi,Dheeraj Rajagopal,Ruslan Salakhutdinov 345 | Chia-Yu Chen,Jungwook Choi,Daniel Brand,Ankur Agrawal,Wei Zhang,Kailash Gopalakrishnan 346 | Hao Chen,Yali Wang,Guoyou Wang,Yu Qiao 347 | Liangzhe Chen,Sorour E. Amiri,B. Aditya Prakash 348 | Yuntao Chen,Naiyan Wang,Zhaoxiang Zhang 349 | Li Chou,Pracheta Sahoo,Somdeb Sarkhel,Nicholas Ruozzi,Vibhav Gogate 350 | Kamil Ciosek,Shimon Whiteson 351 | Andrew Cohen,Lei Yu,Robert Wright 352 | Edith Cohen,Shiri Chechik,Haim Kaplan 353 | Will Dabney,Mark Rowland,Marc G. Bellemare,Rémi Munos 354 | Kristopher De Asis,J. Fernando Hernandez-Garcia,G. Zacharias Holland,Richard S. Sutton 355 | Lizhong Ding,Shizhong Liao,Yong Liu,Peng Yang,Xin Gao 356 | Trong Dinh Thac Do,Longbing Cao 357 | Hao-Chen Dong,Yu-Feng Li,Zhi-Hua Zhou 358 | Paolo Dragone,Stefano Teso,Mohit Kumar,Andrea Passerini 359 | Paolo Dragone,Stefano Teso,Andrea Passerini 360 | Mohsen Ahmadi Fahandar,Eyke Hüllermeier 361 | Hélène Fargier,Pierre-François Gimenez,Jérôme Mengin 362 | Ji Feng,Zhi-Hua Zhou 363 | Jakob N. Foerster,Gregory Farquhar,Triantafyllos Afouras,Nantas Nardelli,Shimon Whiteson 364 | Mohadeseh Ganji,James Bailey,Peter J. Stuckey 365 | Tianxiang Gao,Chris Chu 366 | Yuyang Gao,Liang Zhao 367 | Christopher W. Geib,Pavan Kantharaju 368 | Francesco Giannini,Michelangelo Diligenti,Marco Gori,Marco Maggini 369 | Robert Giaquinto,Arindam Banerjee 370 | Naman Goel,Mohammad Yaghini,Boi Faltings 371 | Tieliang Gong,Guangtao Wang,Jieping Ye,Zongben Xu,Ming Lin 372 | Kartik Goyal,Graham Neubig,Chris Dyer,Taylor Berg-Kirkpatrick 373 | Aubrey Gress,Ian Davidson 374 | Yuri Grinberg,Hossein Aboutalebi,Melanie Lyman-Abramovitch,Borja Balle,Doina Precup 375 | Aditya Grover,Manik Dhar,Stefano Ermon 376 | Aditya Grover,Stefano Ermon 377 | Bin Gu,Miao Xin,Zhouyuan Huo,Heng Huang 378 | Bin Gu,De Wang,Zhouyuan Huo,Heng Huang 379 | Lei Gu,Ningning Zhou,Yang Zhao 380 | Melody Y. Guan,Varun Gulshan,Andrew M. Dai,Geoffrey E. Hinton 381 | Melody Y. Guan,Heinrich Jiang 382 | Lan-Zhe Guo,Yu-Feng Li 383 | Yong Guo,Qingyao Wu,Chaorui Deng,Jian Chen,Mingkui Tan 384 | Eldad Haber,Lars Ruthotto,Elliot Holtham,Seong-Hwan Jun 385 | Ahsanul Haque,Hemeng Tao,Swarup Chandra,Jie Liu,Latifur Khan 386 | Satoshi Hara,Masakazu Ishihata 387 | Jean Harb,Pierre-Luc Bacon,Martin Klissarov,Doina Precup 388 | Anna Harutyunyan,Peter Vrancx,Pierre-Luc Bacon,Doina Precup,Ann Nowé 389 | Shiyi He,Chang Xu,Tianyu Guo,Chao Xu,Dacheng Tao 390 | Ahmed Hefny,Carlton Downey,Geoffrey Gordon 391 | Peter Henderson,Wei-Di Chang,Pierre-Luc Bacon,David Meger,Joelle Pineau,Doina Precup 392 | Peter Henderson,Riashat Islam,Philip Bachman,Joelle Pineau,Doina Precup,David Meger 393 | Matteo Hessel,Joseph Modayil,Hado van Hasselt,Tom Schaul,Georg Ostrovski,Will Dabney,Dan Horgan,Bilal Piot,Mohammad Azar,David Silver 394 | Todd Hester,Matej Vecerik,Olivier Pietquin,Marc Lanctot,Tom Schaul,Bilal Piot,Dan Horgan,John Quan,Andrew Sendonaris,Ian Osband,Gabriel Dulac-Arnold,John Agapiou,Joel Z. Leibo,Audrunas Gruslys 395 | Trong Nghia Hoang,Quang Minh Hoang,Ruofei Ouyang,Kian Hsiang Low 396 | Cheng-Yu Hsieh,Yi-An Lin,Hsuan-Tien Lin 397 | Qinghao Hu,Peisong Wang,Jian Cheng 398 | Qinmin Hu,Jie Zhou,Qin Chen,Liang He 399 | Kejun Huang,Xiao Fu,Nicholas D. Sidiropoulos 400 | Lei Huang,Xianglong Liu,Bo Lang,Adams Wei Yu,Yongliang Wang,Bo Li 401 | Zhiwu Huang,Jiqing Wu,Luc Van Gool 402 | Zhouyuan Huo,Bin Gu,Ji Liu,Heng Huang 403 | Yoonho Hwang,Mooyeol Baek,Saehoon Kim,Bohyung Han,Hee-Kap Ahn 404 | David Isele,Akansel Cosgun 405 | Xiuyi Jia,Weiwei Li,Junyu Liu,Yu Zhang 406 | Songlei Jian,Liang Hu,Longbing Cao,Kai Lu 407 | Fei Jiang,Xiao-Yang Liu,Hongtao Lu,Ruimin Shen 408 | Nan Jiang 409 | Qing-Yuan Jiang,Wu-Jun Li 410 | Aditya Jitta,Arto Klami 411 | Heechul Jung,Jeongwoo Ju,Minju Jung,Junmo Kim 412 | Zhao Kang,Chong Peng,Qiang Cheng,Zenglin Xu 413 | Sebastian Kauschke,Johannes Fürnkranz 414 | Kenji Kawaguchi,Bo Xie,Le Song 415 | Ronald Kemker,Marc McClure,Angelina Abitino,Tyler L. Hayes,Christopher Kanan 416 | Hiroshi Kera,Yoshihiko Hasegawa 417 | Udayan Khurana,Horst Samulowitz,Deepak Turaga 418 | Kee-Eung Kim,Hyun Soo Park 419 | Saehoon Kim,Jungtaek Kim,Seungjin Choi 420 | Soheil Kolouri,Mohammad Rostami,Yuri Owechko,Kyungnam Kim 421 | Harshit Kumar,Arvind Agarwal,Riddhiman Dasgupta,Sachindra Joshi 422 | Yeon-Chang Lee,Sang-Wook Kim,Dongwon Lee 423 | Lucas Lehnert,Romain Laroche,Harm van Seijen 424 | Cong Leng,Zesheng Dou,Hao Li,Shenghuo Zhu,Rong Jin 425 | Daniel Levy,Stefano Ermon 426 | Chaolong Li,Zhen Cui,Wenming Zheng,Chunyan Xu,Jian Yang 427 | Da Li,Yongxin Yang,Yi-Zhe Song,Timothy M. Hospedales 428 | Jinxing Li,Hongwei Yong,Bob Zhang,Mu Li,Lei Zhang,David Zhang 429 | Jun Li,Hongfu Liu,Yun Fu 430 | Jundong Li,Liang Wu,Harsh Dani,Huan Liu 431 | Kai Li,Sheng Li,Zhengming Ding,Weidong Zhang,Yun Fu 432 | Oscar Li,Hao Liu,Chaofan Chen,Cynthia Rudin 433 | Qimai Li,Zhichao Han,Xiao-ming Wu 434 | Ruoyu Li,Sheng Wang,Feiyun Zhu,Junzhou Huang 435 | Shuai Li,Shengyu Zhang 436 | Siyuan Li,Chongjie Zhang 437 | Tianyang Li,Liu Liu,Anastasios Kyrillidis,Constantine Caramanis 438 | Ya Li,Mingming Gong,Xinmei Tian,Tongliang Liu,Dacheng Tao 439 | Yingming Li,Zenglin Xu,Zhongfei Zhang 440 | Zhihui Li,Feiping Nie,Xiaojun Chang,Zhigang Ma,Yi Yang 441 | Shuangli Liao,Jin Li,Yang Liu,Quanxue Gao,Xinbo Gao 442 | Woosang Lim,Rundong Du,Haesun Park 443 | Bo Liu,Ying Wei,Yu Zhang,Zhixian Yan,Qiang Yang 444 | Chang Liu,Jun Zhu 445 | Chong Liu,Peng Zhao,Sheng-Jun Huang,Yuan Jiang,Zhi-Hua Zhou 446 | Fang Liu,Swapna Buccapatnam,Ness Shroff 447 | Fang Liu,Joohyun Lee,Ness Shroff 448 | Fanghui Liu,Xiaolin Huang,Chen Gong,Jie Yang,Li Li 449 | Kuan Liu,Prem Natarajan 450 | Lanlan Liu,Jia Deng 451 | Weiwei Liu,Zhuanghua Liu,Ivor W. Tsang,Wenjie Zhang,Xuemin Lin 452 | Yang Liu,Quanxue Gao,Jungong Han,Shujian Wang 453 | Zuozhu Liu,Tony Q. S. Quek,Shaowei Lin 454 | Palma London,Shai Vardi,Adam Wierman,Hanling Yi 455 | Canyi Lu,Jiashi Feng,Zhouchen Lin,Shuicheng Yan 456 | Lei Luo,Heng Huang 457 | Shirui Luo,Changqing Zhang,Wei Zhang,Xiaochun Cao 458 | Ke Ma,Jinshan Zeng,Jiechao Xiong,Qianqian Xu,Xiaochun Cao,Wei Liu,Yuan Yao 459 | Shlomi Maliah,Guy Shani 460 | Hitoshi Manabe,Katsuhiko Hayashi,Masashi Shimbo 461 | Ofir Marom,Benjamin Rosman 462 | Koji Maruhashi,Masaru Todoriki,Takuya Ohwa,Keisuke Goto,Yu Hasegawa,Hiroya Inakoshi,Hirokazu Anai 463 | Changping Meng,S Chandra Mouli,Bruno Ribeiro,Jennifer Neville 464 | Xuying Meng,Suhang Wang,Huan Liu,Yujun Zhang 465 | Xuying Meng,Suhang Wang,Kai Shu,Jundong Li,Bo Chen,Huan Liu,Yujun Zhang 466 | Aditya Krishna Menon,Young Lee 467 | Vinith Misra,Sumit Bhatia 468 | Alejandro Molina,Alexander Munteanu,Kristian Kersting 469 | Alejandro Molina,Antonio Vergari,Nicola Di Mauro,Sriraam Natarajan,Floriana Esposito,Kristian Kersting 470 | Yusuke Mukuta,Yoshitaka Ushiku,Tatsuya Harada 471 | Sharad Nandanwar,M. N. Murty 472 | Thanh V. Nguyen,Raymond K. W. Wong,Chinmay Hegde 473 | Takayuki Osa,Masashi Sugiyama 474 | Takayuki Osogami,Rudy Raymond,Akshay Goel,Tomoyuki Shirai,Takanori Maehara 475 | Ruofei Ouyang,Kian Hsiang Low 476 | Mete Ozay,Takayuki Okatani 477 | Guansong Pang,Longbing Cao,Ling Chen,Defu Lian,Huan Liu 478 | Shameem A. Puthiya Parambath,Nishant Vijayakumar,Sanjay Chawla 479 | Seongsik Park,Seijoon Kim,Seil Lee,Ho Bae,Sungroh Yoon 480 | Sungrae Park,JunKeon Park,Su-Jin Shin,Il-Chul Moon 481 | Supratik Paul,Konstantinos Chatzilygeroudis,Kamil Ciosek,Jean-Baptiste Mouret,Michael A. Osborne 482 | Zhongyi Pei,Zhangjie Cao,Mingsheng Long,Jianmin Wang 483 | Ethan Perez,Florian Strub,Harm de Vries,Vincent Dumoulin 484 | Silviu Pitis 485 | Farhad Pourkamali-Anaraki,Stephen Becker,Michael B. Wakin 486 | S. Hamid Rezatofighi,Anton Milan,Qinfeng Shi,Anthony Dick,Ian Reid 487 | Raif M. Rustamov,James T. Klosowski 488 | Shota Saito,Danilo P. Mandic,Hideyuki Suzuki 489 | Aghiles Salah,Melissa Ailem,Mohamed Nadif 490 | Saber Salehkaleybar,Jalal Etesami,Negar Kiyavash,Kun Zhang 491 | Swami Sankaranarayanan,Arpit Jain,Rama Chellappa,Ser Nam Lim 492 | Pedro H. P. Savarese,Mayank Kakodkar,Bruno Ribeiro 493 | Shahin Shahrampour,Ahmad Beirami,Vahid Tarokh 494 | Shiv Shankar,Sunita Sarawagi 495 | Shashank Sharma,Vinay P. Namboodiri 496 | Qi She,Yuan Gao,Kai Xu,Rosa H. M. Chan 497 | Jian Shen,Yanru Qu,Weinan Zhang,Yong Yu 498 | Xiaobo Shen,Weiwei Liu,Ivor W. Tsang,Quan-Sen Sun,Yew-Soon Ong 499 | Shinichi Shirakawa,Yasushi Iwata,Youhei Akimoto 500 | Adish Singla,Hamed Hassani,Andreas Krause 501 | Huan Song,Deepta Rajan,Jayaraman J. Thiagarajan,Andreas Spanias 502 | Denis Steckelmacher,Diederik M. Roijers,Anna Harutyunyan,Peter Vrancx,Hélène Plisnier,Ann Nowé 503 | Gan Sun,Yang Cong,Xiaowei Xu 504 | Wesley Tansey,Karl Pichotta,James G. Scott 505 | Hong Tao,Chenping Hou,Xinwang Liu,Tongliang Liu,Dongyun Yi,Jubo Zhu 506 | Arash Tavakoli,Fabio Pardo,Petar Kormushev 507 | Shixin Tian,Guolei Yang,Ying Cai 508 | Tian Tian,Yichi Zhou,Jun Zhu 509 | Anthony Tompkins,Fabio Ramos 510 | Antonio Vergari,Robert Peharz,Nicola Di Mauro,Alejandro Molina,Kristian Kersting,Floriana Esposito 511 | Ngo Anh Vien,Heiko Zimmermann,Marc Toussaint 512 | Chen Wang,Le Zhang,Lihua Xie,Junsong Yuan 513 | Li Wang,Dajiang Zhu,Yujie Chi 514 | Lichen Wang,Zhengming Ding,Yun Fu 515 | Wei Wang,Hao Wang,Zhi-Yong Ran,Ran He 516 | Wenlin Wang,Yunchen Pu,Vinay Kumar Verma,Kai Fan,Yizhe Zhang,Piyush Rai,Lawrence Carin 517 | Xishun Wang,Minjie Zhang,Fenghui Ren 518 | Yanjie Wang,Rainer Gemulla,Hui Li 519 | Yanzhi Wang,Caiwen Ding,Zhe Li,Geng Yuan,Siyu Liao,Xiaolong Ma,Bo Yuan,Xuehai Qian,Jian Tang,Qinru Qiu,Xue Lin 520 | Yuanhong Wang,Yuyi Wang,Xingwu Liu,Juhua Pu 521 | Yugang Wang,Ehsan Elhamifar 522 | Yunhe Wang,Chang Xu,Chao Xu,Dacheng Tao 523 | Jianqiao Wangni 524 | Elia Van Wolputte,Evgeniya Korneva,Hendrik Blockeel 525 | Guotian Xie,Ting Zhang,Kuiyuan Yang,Jianhuang Lai,Jingdong Wang 526 | Jianwen Xie,Yang Lu,Ruiqi Gao,Ying Nian Wu 527 | Ming-Kun Xie,Sheng-Jun Huang 528 | Zheng Xie,Ming Li 529 | You-Lu Xing,Fu-Rao Shen,Jin-Xi Zhao,Jing-Xin Pan,Ah-Hwee Tan 530 | Qianqian Xu,Jiechao Xiong,Xi Chen,Qingming Huang,Yuan Yao 531 | Yuhui Xu,Yongzhuang Wang,Aojun Zhou,Weiyao Lin,Hongkai Xiong 532 | Niannan Xue,Jiankang Deng,Yannis Panagakis,Stefanos Zafeiriou 533 | Jiexi Yan,Cheng Deng,Xianglong Liu 534 | Jufeng Yang,Jie Liang,Kai Wang,Yong-Liang Yang,Ming-Ming Cheng 535 | Sikun Yang,Heinz Koeppl 536 | Xu Yang,Cheng Deng,Xianglong Liu,Feiping Nie 537 | Donghyun Yoo,Haoqi Fan,Vishnu Naresh Boddeti,Kris M. Kitani 538 | Shan You,Chang Xu,Chao Xu,Dacheng Tao 539 | Ao Zhang,Nan Li,Jian Pu,Jun Wang,Junchi Yan,Hongyuan Zha 540 | Changqing Zhang,Ehsan Adeli,Tao Zhou,Xiaobo Chen,Dinggang Shen 541 | Changqing Zhang,Ziwei Yu,Qinghua Hu,Pengfei Zhu,Xinwang Liu,Xiaobo Wang 542 | Jason (Jiasheng) Zhang,Dongwon Lee 543 | Muhan Zhang,Zhicheng Cui,Shali Jiang,Yixin Chen 544 | Muhan Zhang,Zhicheng Cui,Marion Neumann,Yixin Chen 545 | Qian-Wen Zhang,Yun Zhong,Min-Ling Zhang 546 | Quanshi Zhang,Ruiming Cao,Feng Shi,Ying Nian Wu,Song-Chun Zhu 547 | Quanshi Zhang,Wenguan Wang,Song-Chun Zhu 548 | Teng Zhang,Zhi-Hua Zhou 549 | Xuezhou Zhang,Xiaojin Zhu,Stephen Wright 550 | Zizhao Zhang,Yubo Zhang,Xibin Zhao,Yue Gao 551 | Liang Zhao,Junxiang Wang,Xiaojie Guo 552 | Peng Zhao,Zhi-Hua Zhou 553 | Xiaohan Zhao,Bo Zong,Ziyu Guan,Kai Zhang,Wei Zhao 554 | Xibin Zhao,Nan Wang,Heyuan Shi,Hai Wan,Jin Huang,Yue Gao 555 | Zhibing Zhao,Tristan Villamil,Lirong Xia 556 | Feng Zheng,Heng Huang 557 | Kaiyu Zheng,Andrzej Pronobis,Rajesh P. N. Rao 558 | Xiang Zheng,Xiuyi Jia,Weiwei Li 559 | Chang Zhou,Jinze Bai,Junshuai Song,Xiaofei Liu,Zhengchao Zhao,Xiusi Chen,Jun Gao 560 | Datong P. Zhou,Claire J. Tomlin 561 | Guorui Zhou,Ying Fan,Runpeng Cui,Weijie Bian,Xiaoqiang Zhu,Kun Gai 562 | Joey Tianyi Zhou,Kai Di,Jiawei Du,Xi Peng,Hao Yang,Sinno Jialin Pan,Ivor W. Tsang,Yong Liu,Zheng Qin,Rick Siow Mong Goh 563 | Yiren Zhou,Seyed-Mohsen Moosavi-Dezfooli,Ngai-Man Cheung,Pascal Frossard 564 | Yuxun Zhou,Han Zou,Reza Arghandeh,Weixi Gu,Costas J. Spanos 565 | Wanzheng Zhu,Chao Zhang,Shuochao Yao,Xiaobin Gao,Jiawei Han 566 | Linlin Zong,Xianchao Zhang,Xinyue Liu,Hong Yu 567 | Abhijin Adiga,Chris J. Kuhlman,Madhav V. Marathe,Ravi S. S.,Daniel J. Rosenkrantz,Richard E. Stearns 568 | Haris Aziz,Sylvain Bouveret,Ioannis Caragiannis,Ira Giagkousi,Jérôme Lang 569 | Shuo Chen,Athirai A. Irissappane,Jie Zhang 570 | Ziyu Chen,Tengfei Wu,Yanchen Deng,Cheng Zhang 571 | Frits de Nijs,Matthijs T. J. Spaan,Mathijs M. de Weerdt 572 | Palash Dey 573 | Yannis Dimopoulos,Jean-Guy Mailly,Pavlos Moraitis 574 | David Mguni,Joel Jennings,Enrique Munoz de Cote 575 | Shun Miao,Sebastien Piat,Peter Fischer,Ahmet Tuysuzoglu,Philip Mewes,Tommaso Mansi,Rui Liao 576 | Pavel Naumov,Jia Tao 577 | Gang Qiao,Sejong Yoon,Mubbasir Kapadia,Vladimir Pavlovic 578 | Jiang Rong,Tao Qin,Bo An 579 | Fernando P. Santos,Jorge M. Pacheco,Francisco C. Santos 580 | Davide Tateo,Jacopo Banfi,Alessandro Riva,Francesco Amigoni,Andrea Bonarini 581 | Bryan Wilder,Nicole Immorlica,Eric Rice,Milind Tambe 582 | Kyle Hollins Wray,Akshat Kumar,Shlomo Zilberstein 583 | Feng Wu,Shlomo Zilberstein,Xiaoping Chen 584 | Yanhai Xiong,Haipeng Chen,Mengchen Zhao,Bo An 585 | James F. Allen,Omid Bahkshandeh,William de Beaumont,Lucian Galescu,Choh Man Teng 586 | Ziqiang Cao,Furu Wei,Wenjie Li,Sujian Li 587 | Kehai Chen,Rui Wang,Masao Utiyama,Eiichiro Sumita,Tiejun Zhao 588 | Ping Chen,Fei Wu,Tong Wang,Wei Ding 589 | Peng Fu,Zheng Lin,Fengcheng Yuan,Weiping Wang,Dan Meng 590 | Shu Guo,Quan Wang,Lihong Wang,Bin Wang,Li Guo 591 | Amit Gupta,Rémi Lebret,Hamza Harkous,Karl Aberer 592 | Xu Han,Zhiyuan Liu,Maosong Sun 593 | I-Ta Lee,Dan Goldwasser 594 | Wenqiang Lei,Yuanxin Xiang,Yuwei Wang,Qian Zhong,Meichun Liu,Min-Yen Kan 595 | Chu-Cheng Lin,Dongyeop Kang,Michael Gamon,Patrick Pantel 596 | Jian Liu,Yubo Chen,Kang Liu,Jun Zhao 597 | Lemao Liu,Muhua Zhu,Shuming Shi 598 | Tianyu Liu,Kexiang Wang,Lei Sha,Baobao Chang,Zhifang Sui 599 | Stefano Menini,Elena Cabrio,Sara Tonelli,Serena Villata 600 | Xiaochang Peng,Daniel Gildea,Giorgio Satta 601 | Sepideh Sadeghi,Matthias Scheutz 602 | Vivian S. Silva,Siegfried Handschuh,André Freitas 603 | Anant Subramanian,Danish Pruthi,Harsh Jhamtani,Taylor Berg-Kirkpatrick,Eduard Hovy 604 | Zhixing Tan,Mingxuan Wang,Jun Xie,Yidong Chen,Xiaodong Shi 605 | Longyue Wang,Zhaopeng Tu,Shuming Shi,Tong Zhang,Yvette Graham,Qun Liu 606 | Noah Weber,Niranjan Balasubramanian,Nathanael Chambers 607 | Ruobing Xie,Zhiyuan Liu,Fen Lin,Leyu Lin 608 | Hao Xiong,Zhongjun He,Xiaoguang Hu,Hua Wu 609 | Tom Young,Erik Cambria,Iti Chaturvedi,Hao Zhou,Subham Biswas,Minlie Huang 610 | Minghua Zhang,Yunfang Wu 611 | Qingyu Zhou,Nan Yang,Furu Wei,Ming Zhou 612 | Chaitanya Ahuja,Louis-Philippe Morency 613 | Domagoj Alagić,Jan Šnajder,Sebastian Padó 614 | Mikel Artetxe,Gorka Labaka,Eneko Agirre 615 | Junwei Bao,Duyu Tang,Nan Duan,Zhao Yan,Yuanhua Lv,Ming Zhou,Tiejun Zhao 616 | Yonatan Bisk,Kevin J Shih,Yejin Choi,Daniel Marcu 617 | Danushka Bollegala,Yuichi Yoshida,Ken-ichi Kawarabayashi 618 | Florin Adrian Bulgarov,Rodney Nielsen 619 | Shaosheng Cao,Wei Lu,Jun Zhou,Xiaolong Li 620 | Devendra Singh Chaplot,Ruslan Salakhutdinov 621 | Junkun Chen,Xipeng Qiu,Pengfei Liu,Xuanjing Huang 622 | Xilun Chen,K. Selcuk Candan,Maria Luisa Sapino 623 | Yun Chen,Yang Liu,Victor O.K. Li 624 | Jihun Choi,Kang Min Yoo,Sang-goo Lee 625 | Jiangtao Feng,Xiaoqing Zheng 626 | Marjan Ghazvininejad,Chris Brockett,Ming-Wei Chang,Bill Dolan,Jianfeng Gao,Wen-tau Yih,Michel Galley 627 | Ana V. González-Garduño,Anders Søgaard 628 | Jiatao Gu,Daniel Jiwoong Im,Victor O.K. Li 629 | Jiatao Gu,Yong Wang,Kyunghyun Cho,Victor O.K. Li 630 | Jiaxian Guo,Sidi Lu,Han Cai,Weinan Zhang,Yong Yu,Jun Wang 631 | Ankush Gupta,Arvind Agarwal,Prawaan Singh,Piyush Rai 632 | Ting Han,Casey Kennington,David Schlangen 633 | Homa B. Hashemi,Rebecca Hwa 634 | Christopher Thomas Hidey,Kathleen McKeown 635 | Shiou Tian Hsu,Changsung Moon,Paul Jones,Nagiza Samatova 636 | Tushar Khot,Ashish Sabharwal,Peter Clark 637 | Douwe Kiela,Edouard Grave,Armand Joulin,Tomas Mikolov 638 | Haonan Li,Zhisong Zhang,Yuqi Ju,Hai Zhao 639 | Juncen Li,Ping Luo,Fen Lin,Bo Chen 640 | Zhongliang Li,Raymond Kulhanek,Shaojun Wang,Yunxin Zhao,Shuang Wu 641 | Yuding Liang,Kenny Qili Zhu 642 | Zachary Lipton,Xiujun Li,Jianfeng Gao,Lihong Li,Faisal Ahmed,Li Deng 643 | Bing Liu,Tong Yu,Ian Lane,Ole J. Mengshoel 644 | Liyuan Liu,Jingbo Shang,Xiang Ren,Frank Fangzheng Xu,Huan Gui,Jian Peng,Jiawei Han 645 | Qian Liu,Heyan Huang,Guangquan Zhang,Yang Gao,Junyu Xuan,Jie Lu 646 | Yang Liu,Wenge Rong,Zhang Xiong 647 | Farhana Ferdousi Liza,Marek Grzes 648 | Lajanugen Logeswaran,Honglak Lee,Dragomir Radev 649 | Nurul Lubis,Sakriani Sakti,Koichiro Yoshino,Satoshi Nakamura 650 | Xufang Luo,Zijia Lin,Yunhong Wang,Zaiqing Nie 651 | Tsvetomila Mihaylova,Preslav Nakov,Lluís Màrquez,Alberto Barrón-Cedeño,Mitra Mohtarami,Georgi Karadzhov,James Glass 652 | Kaixiang Mo,Yu Zhang,Shuangyin Li,Jiajun Li,Qiang Yang 653 | Vishal Ishwar Naik,Angeliki Metallinou,Rahul Goel 654 | Thanapon Noraset,David Demeter,Doug Downey 655 | James O' Neill,Paul Buitelaar 656 | Hamid Palangi,Paul Smolensky,Xiaodong He,Li Deng 657 | Nikos Papasarantopoulos,Helen Jiang,Shay B. Cohen 658 | Natalie Parde,Rodney D. Nielsen 659 | Tommaso Pasini,Roberto Navigli 660 | Haoyuan Peng,Lu Liu,Yi Zhou,Junying Zhou,Xiaoqing Zheng 661 | Vittorio Perera,Tagyoung Chung,Thomas Kollar,Emma Strubell 662 | Daniel W Peterson,Martha Palmer 663 | Jonathan Raphael Raiman,Olivier Michel Raiman 664 | Lei Sha,Lili Mou,Tianyu Liu,Pascal Poupart,Sujian Li,Baobao Chang,Zhifang Sui 665 | Lei Sha,Xiaodong Zhang,Feng Qian,Baobao Chang,Zhifang Sui 666 | Harshil Shah,Bowen Zheng,David Barber 667 | Dinghan Shen,Yizhe Zhang,Ricardo Henao,Qinliang Su,Lawrence Carin 668 | Tao Shen,Tianyi Zhou,Guodong Long,Jing Jiang,Shirui Pan,Chengqi Zhang 669 | Xiaoyu Shen,Hui Su,Shuzi Niu,Vera Demberg 670 | Avirup Sil,Gourab Kundu,Radu Florian,Wael Hamza 671 | Abhishek Kumar Singh,Manish Gupta,Vasudeva Varma 672 | Behrouz Haji Soleimani,Stan Matwin 673 | Jinsong Su,Shan Wu,Deyi Xiong,Yaojie Lu,Xianpei Han,Biao Zhang 674 | Jinyue Su,Jiacheng Xu,Xipeng Qiu,Xuanjing Huang 675 | Hao Tan,Mohit Bansal 676 | Yi Tay,Luu Anh Tuan,Siu Cheung Hui 677 | Jesse Thomason,Jivko Sinapov,Raymond J. Mooney,Peter Stone 678 | Chen-Tse Tsai,Dan Roth 679 | Bailin Wang,Wei Lu 680 | Lei Wang,Dongxiang Zhang,Lianli Gao,Jingkuan Song,Long Guo,Heng Tao Shen 681 | Yijun Wang,Yingce Xia,Li Zhao,Jiang Bian,Tao Qin,Guiquan Liu,Tie-Yan Liu 682 | Yuxuan Wang,Wanxiang Che,Jiang Guo,Ting Liu 683 | Ledell Yu Wu,Adam Fisch,Sumit Chopra,Keith Adams,Antoine Bordes,Jason Weston 684 | Lijun Wu,Fei Tian,Li Zhao,Jianhuang Lai,Tie-Yan Liu 685 | Yu Wu,Wei Wu,Can Xu,Zhoujun Li 686 | Yu Wu,Wei Wu,Dejian Yang,Can Xu,Zhoujun Li 687 | Yuxiang Wu,Baotian Hu 688 | Chen Xing,Yu Wu,Wei Wu,Yalou Huang,Ming Zhou 689 | Linli Xu,Liang Jiang,Chuan Qin,Zhe Wang,Dongfang Du 690 | Éloi Zablocki,Benjamin Piwowarski,Laure Soulier,Patrick Gallinari 691 | Amir Zadeh,Paul Pu Liang,Navonil Mazumder,Soujanya Poria,Erik Cambria,Louis-Philippe Morency 692 | Amir Zadeh,Paul Pu Liang,Soujanya Poria,Prateek Vij,Erik Cambria,Louis-Philippe Morency 693 | Xiangkai Zeng,Cheng Yang,Cunchao Tu,Zhiyuan Liu,Maosong Sun 694 | Xiangrong Zeng,Shizhu He,Kang Liu,Jun Zhao 695 | Peng Zhang,Jiabin Niu,Zhan Su,Benyou Wang,Liqun Ma,Dawei Song 696 | Qi Zhang,Jinlan Fu,Xiaoyu Liu,Xuanjing Huang 697 | Qi Zhang,Xiaoyu Liu,Jinlan Fu 698 | Rui Zhang,Honglak Lee,Lazaros Polymenakos,Dragomir Radev 699 | Xiangwen Zhang,Jinsong Su,Yue Qin,Yang Liu,Rongrong Ji,Hongji Wang 700 | Xiao Zhang,Ji Wu,Zhiyang He,Xien Liu,Ying Su 701 | Zexuan Zhong,Yong Cao,Yong Cao,Mu Guo,Mu Guo,Zaiqing Nie,Zaiqing Nie 702 | Ganbin Zhou,Ping Luo,Rongyu Cao,Yijun Xiao,Fen Lin,Bo Chen,Qing He 703 | Ganbin Zhou,Ping Luo,Yijun Xiao,Fen Lin,Bo Chen,Qing He 704 | Yi Zhou,Junying Zhou,Lu Liu,Jiangtao Feng,Haoyuan Peng,Xiaoqing Zheng 705 | Xiaoyan Cai,Junwei Han,Libin Yang 706 | Shamil Chollampatt,Hwee Tou Ng 707 | Haibo Ding,Ellen Riloff 708 | Xin Dong,Gerard de Melo 709 | Jun Feng,Minlie Huang,Li Zhao,Yang Yang,Xiaoyan Zhu 710 | Ruifang He,Xingyi Duan 711 | Zhengqiu He,Wenliang Chen,Zhenghua Li,Meishan Zhang,Wei Zhang,Min Zhang 712 | Ryo Ishida,Kentaro Torisawa,Jong-Hoon Oh,Ryu Iida,Canasai Kruengkrai,Julien Kloetzer 713 | Rijula Kar,Susmija Reddy,Sourangshu Bhattacharya,Anirban Dasgupta,Soumen Chakrabarti 714 | Tom Kenter,Llion Jones,Daniel Hewlett 715 | Souvik Kundu,Hwee Tou Ng 716 | Chen Li,Jianxin Li,Yangqiu Song,Ziwei Lin 717 | Chenrui Li,Yuanbin Wu,Man Lan 718 | Zheng Li,Ying Wei,Yu Zhang,Qiang Yang 719 | Shangsong Liang 720 | Yi Luo,Guojie Song,Pengyu Li,Zhongang Qi 721 | Yukun Ma,Haiyun Peng,Erik Cambria 722 | Abhijit Mishra,Srikanth Tamilselvam,Riddhiman Dasgupta,Seema Nagar,Kuntal Dey 723 | Huy V. Nguyen,Diane J. Litman 724 | Thien Huu Nguyen,Ralph Grishman 725 | Feng Nie,Yunbo Cao,Jinpeng Wang,Chin-Yew Lin,Rong Pan 726 | Lei Sha,Feng Qian,Baobao Chang,Zhifang Sui 727 | Stanley Simoes,Deepak P,Munu Sairamesh,Deepak Khemani,Sameep Mehta 728 | Yiping Song,Rui Yan,Yansong Feng,Yaoyuan Zhang,Dongyan Zhao,Ming Zhang 729 | Chuanqi Tan,Furu Wei,Nan Yang,Bowen Du,Weifeng Lv,Ming Zhou 730 | Yi Tay,Minh C. Phan,Luu Anh Tuan,Siu Cheung Hui 731 | Yi Tay,Luu Anh Tuan,Siu Cheung Hui 732 | Shaonan Wang,Jiajun Zhang,Nan Lin,Chengqing Zong 733 | Shaonan Wang,Jiajun Zhang,Chengqing Zong 734 | Shuohang Wang,Mo Yu,Xiaoxiao Guo,Zhiguo Wang,Tim Klinger,Wei Zhang,Shiyu Chang,Gerry Tesauro,Bowen Zhou,Jing Jiang 735 | Zhen Wu,Xin-Yu Dai,Cunyan Yin,Shujian Huang,Jiajun Chen 736 | Ji Xin,Yankai Lin,Zhiyuan Liu,Maosong Sun 737 | Linzi Xing,Michael J. Paul 738 | Hu Xu,Sihong Xie,Lei Shu,Philip S. Yu 739 | Zhao Yan,Duyu Tang,Nan Duan,Shujie Liu,Wendi Wang,Daxin Jiang,Ming Zhou,Zhoujun Li 740 | Jun Yang,Runqi Yang,Chongjun Wang,Junyuan Xie 741 | Zheng Yuan,Doug Downey 742 | Ying Zeng,Yansong Feng,Rong Ma,Zheng Wang,Rui Yan,Chongde Shi,Dongyan Zhao 743 | Tianyang Zhang,Minlie Huang,Li Zhao 744 | Xiaodong Zhang,Xu Sun,Houfeng Wang 745 | Yuyu Zhang,Hanjun Dai,Zornitsa Kozareva,Alexander J. Smola,Le Song 746 | Haichao Zhu,Furu Wei,Bing Qin,Ting Liu 747 | Lucas Agussurja,Akshat Kumar,Hoong Chuin Lau 748 | Masataro Asai,Alex Fukunaga 749 | Wilmer Bandres,Blai Bonet,Hector Geffner 750 | Gregor Behnke,Daniel Höller,Susanne Biundo 751 | Johannes Blum,Stefan Funke,Sabine Storandt 752 | Hong-Min Chu,Shao-Wen Yang,Padmanabhan Pillai,Yen-Kuang Chen 753 | Eldan Cohen,J. Christopher Beck 754 | Gal Dalal,Balázs Szörényi,Gugan Thoppe,Shie Mannor 755 | Giuseppe De Giacomo,Moshe Y. Vardi,Paolo Felli,Natasha Alechina,Brian Logan 756 | Raquel Fuentetaja,Michael Barley,Daniel Borrajo,Jordan Douglas,Santiago Franco,Patricia Riddle 757 | Rick Goldstein,Stephen F. Smith 758 | Tarun Gupta,Akshat Kumar,Praveen Paruchuri 759 | Richard Hoshino 760 | Gal A. Kaminka,Mor Vered,Noa Agmon 761 | Michael Katz,Dany Moshkovich,Erez Karpas 762 | Shufeng Kong,Jae Hee Lee,Sanjiang Li 763 | T. K. Satish Kumar,Zhi Wang,Anoop Kumar,Craig Milo Rogers,Craig A. Knoblock 764 | Robert Mattmüller,Florian Geißer,Benedict Wright,Bernhard Nebel 765 | Sufeng Niu,Siheng Chen,Hanyu Guo,Colin Targonski,Melissa C. Smith,Jelena Kovačević 766 | Chiara Piacentini,Margarita P. Castro,Andre A. Cire,J. Christopher Beck 767 | Hangwei Qian,Sinno Jialin Pan,Chunyan Miao 768 | Abdallah Saffidine,François Schwarzentruber,Bruno Zanuttini 769 | Wen Song,Donghun Kang,Jie Zhang,Hui Xi 770 | Patrick Speicher,Marcel Steinmetz,Michael Backes,Jörg Hoffmann,Robert Künnemann 771 | Sam Toyer,Felipe Trevizan,Sylvie Thiébaux,Lexing Xie 772 | Shuai Xiao,Hongteng Xu,Junchi Yan,Mehrdad Farajtabar,Xiaokang Yang,Le Song,Hongyuan Zha 773 | Dalal Alrajeh,Hana Chockler,Joseph Yehuda Halpern 774 | Florian Benavent,Bruno Zanuttini 775 | Liat Cohen,Tal Grinshpoun,Gera Weiss 776 | Juan D. Correa,Jin Tian,Elias Bareinboim 777 | Kaya Deuser,Pavel Naumov 778 | Nicholas Gallo,Alexander Ihler 779 | Mohammad Maminur Islam,Somdeb Sarkhel,Deepak Venugopal 780 | Seyed Mehran Kazemi,David Poole 781 | Jonathan Kuck,Ashish Sabharwal,Stefano Ermon 782 | Ondřej Kuželka,Yuyi Wang,Jesse Davis,Steven Schockaert 783 | Qi Lou,Rina Dechter,Alexander Ihler 784 | Rui Luo,Weinan Zhang,Xiaojun Xu,Jun Wang 785 | Daniel J. Mankowitz,Timothy A. Mann,Pierre-Luc Bacon,Doina Precup,Shie Mannor 786 | Subhojyoti Mukherjee,K. P. Naveen,Nandan Sudarsanam,Balaraman Ravindran 787 | Christian R. Shelton,Zhen Qin,Chandini Shetty 788 | Yujia Shen,Arthur Choi,Adnan Darwiche 789 | Matvey Soloviev,Joseph Y. Halpern 790 | Bryan Wilder 791 | Zihao Xiao,Jianfei Chen,Jun Zhu 792 | Changhao Chen,Xiaoxuan Lu,Andrew Markham,Niki Trigoni 793 | Eduard Eiben,Jonathan Gemmell,Iyad Kanj,Andrew Youngdahl 794 | Nathan Fulton,André Platzer 795 | Vitor Guizilini,Fabio Ramos 796 | Fei Han,Hua Wang,Hao Zhang 797 | Beomjoon Kim,Leslie Pack Kaelbling,Tomás Lozano-Pérez 798 | Nisha Pillai,Cynthia Matuszek 799 | Rouhollah Rahmatizadeh,Pooya Abolghasemi,Aman Behal,Ladislau Bölöni 800 | Ransalu Senanayake,Fabio Ramos 801 | Arjun Sharma,Kris M. Kitani 802 | Akifumi Wachi,Yanan Sui,Yisong Yue,Masahiro Ono 803 | Roberto Amadini,Graeme Gange,Peter J. Stuckey 804 | Maria Luisa Bonet,Sam Buss,Alexey Ignatiev,Joao Marques-Silva,Antonio Morgado 805 | Curtis Bright,Ilias Kotsireas,Vijay Ganesh 806 | Stefan Haller,Paul Swoboda,Bogdan Savchynskyy 807 | Mohd. Hafiz Hasan,Pascal Van Hentenryck,Ceren Budak,Jiayu Chen,Chhavi Chaudhry 808 | Marijn J. H. Heule 809 | Mikoláš Janota 810 | Nina Narodytska,Shiva Kasiviswanathan,Leonid Ryzhyk,Mooly Sagiv,Toby Walsh 811 | Guillaume Perez,Jean-Charles Régin 812 | Alessandro Previti,Carlos Mencía,Matti Järvisalo,Joao Marques-Silva 813 | Alexander Semenov,Oleg Zaikin,Ilya Otpuschennikov,Stepan Kochemazov,Alexey Ignatiev 814 | Miguel Terra-Neves,Inês Lynce,Vasco Manquinho 815 | Wei Xia,Roland H. C. Yap 816 | Wissam J. Baddar,Yong Man Ro 817 | Christian Bartz,Haojin Yang,Christoph Meinel 818 | Bing Cao,Nannan Wang,Xinbo Gao,Jie Li 819 | Chunshui Cao,Yongzhen Huang,Zilei Wang,Liang Wang,Ninglong Xu,Tieniu Tan 820 | Zhangjie Cao,Mingsheng Long,Chao Huang,Jianmin Wang 821 | Hui Chen,Guiguang Ding,Sicheng Zhao,Jungong Han 822 | Shang-Fu Chen,Yi-Chen Chen,Chih-Kuan Yeh,Yu-Chiang Frank Wang 823 | Tianshui Chen,Liang Lin,Wangmeng Zuo,Xiaonan Luo,Lei Zhang 824 | Tianshui Chen,Zhouxia Wang,Guanbin Li,Liang Lin 825 | Ernest Cheung,Anson Wong,Aniket Bera,Dinesh Manocha 826 | Shih-Han Chou,Yi-Chun Chen,Kuo-Hao Zeng,Hou-Ning Hu,Jianlong Fu,Min Sun 827 | Volkan Cirik,Taylor Berg-Kirkpatrick,Louis-Philippe Morency 828 | Guillem Collell,Luc Van Gool,Marie-Francine Moens 829 | Dan Deng,Haifeng Liu,Xuelong Li,Deng Cai 830 | Hui Ding,Kumar Sricharan,Rama Chellappa 831 | Hui Ding,Hao Zhou,Shaohua Kevin Zhou,Rama Chellappa 832 | Xiaohan Ding,Guiguang Ding,Jungong Han,Sheng Tang 833 | Yang Du,Chunfeng Yuan,Bing Li,Weiming Hu,Hao Yang,Zhikang Fu,Lili Zhao 834 | Xin Fan,Risheng Liu,Kang Huyan,Yuyao Feng,Zhongxuan Luo 835 | Hao-Shu Fang,Yuanlu Xu,Wenguan Wang,Xiaobai Liu,Song-Chun Zhu 836 | Gaurav Goswami,Nalini Ratha,Akshay Agarwal,Richa Singh,Mayank Vatsa 837 | Jiuxiang Gu,Jianfei Cai,Gang Wang,Tsuhan Chen 838 | Dan Guo,Wengang Zhou,Houqiang Li,Meng Wang 839 | Haiyun Guo,Chaoyang Zhao,Zhiwei Liu,Jinqiao Wang,Hanqing Lu 840 | Tianchu Guo,Youngsung Kim,Hui Zhang,Deheng Qian,ByungIn Yoo,Jingtao Xu,Dongqing Zou,Jae-Joon Han,Changkyu Choi 841 | Yuchen Guo,Guiguang Ding,Jungong Han,Sheng Tang 842 | Emily M. Hand,Carlos Castillo,Rama Chellappa 843 | Wangli Hao,Zhaoxiang Zhang,He Guan 844 | Wangli Hao,Zhaoxiang Zhang,He Guan 845 | Yue He,Kaidi Cao,Cheng Li,Chen Change Loy 846 | Jingyi Hou,Xinxiao Wu,Jin Chen,Jiebo Luo,Yunde Jia 847 | BingZhang Hu,Feng Zheng,Ling Shao 848 | Tao Hu,Honggang Qi,Jizheng Xu,Qingming Huang 849 | Ting-Kuei Hu,Yen-Yu Lin,Pi-Cheng Hsiu 850 | Xiaowei Hu,Lei Zhu,Jing Qin,Chi-Wing Fu,Pheng-Ann Heng 851 | Jingjia Huang,Nannan Li,Tao Zhang,Ge Li,Tiejun Huang,Wen Gao 852 | Wenhao Jiang,Lin Ma,Xinpeng Chen,Hanwang Zhang,Wei Liu 853 | Jiening Jiao,Wei-Shi Zheng,Ancong Wu,Xiatian Zhu,Shaogang Gong 854 | Junsik Kim,Seokju Lee,Tae-Hyun Oh,In So Kweon 855 | Namil Kim,Yukyung Choi,Soonmin Hwang,In So Kweon 856 | Matthew Klawonn,Eric Heim 857 | Yu Kong,Shangqian Gao,Bin Sun,Yun Fu 858 | Xiangyuan Lan,Mang Ye,Shengping Zhang,Pong C. Yuen 859 | Boyi Li,Xiulian Peng,Zhangyang Wang,Jizheng Xu,Dan Feng 860 | Guanbin Li,Yuan Xie,Liang Lin 861 | Mengtian Li,Laszlo Jeni,Deva Ramanan 862 | Yabei Li,Junge Zhang,Yanhua Cheng,Kaiqi Huang,Tieniu Tan 863 | Yan Li,Zhen Jia,Junge Zhang,Kaiqi Huang,Tieniu Tan 864 | Yi Li,Lingxiao Song,Xiang Wu,Ran He,Tieniu Tan 865 | Yitong Li,Martin Renqiang Min,Dinghan Shen,David Carlson,Lawrence Carin 866 | Zeming Li,Yilun Chen,Gang Yu,Yangdong Deng 867 | Zhihui Li,Lina Yao,Feiping Nie,Dingwen Zhang,Min Xu 868 | Guoqiang Liang,Xuguang Lan,Kang Zheng,Song Wang,Nanning Zheng 869 | Kongming Liang,Yuhong Guo,Hong Chang,Xilin Chen 870 | Wei Liang,Yixin Zhu,Song-Chun Zhu 871 | Chen-Hsuan Lin,Chen Kong,Simon Lucey 872 | Jianxin Lin,Tiankuang Zhou,Zhibo Chen 873 | Weiyao Lin,Chongyang Zhang,Ke Lu,Bin Sheng,Jianxin Wu,Bingbing Ni,Xin Liu,Hongkai Xiong 874 | Kun Liu,Wu Liu,Chuang Gan,Mingkui Tan,Huadong Ma 875 | Si Liu,Yao Sun,Guanghui Ren,Yu Chen,Jiashi Feng,Jizhong Han 876 | Wei Liu,Chaofeng Chen,Kwan-Yee K. Wong 877 | Wenhe Liu,Xiaojun Chang,Ling Chen,Yi Yang 878 | Wentao Liu,Jie Chen,Cheng Li,Chen Qian,Xiao Chu,Xiaolin Hu 879 | Yang Liu,Qingchao Chen,Wei Chen,Ian Wassell 880 | Zhijian Liu,Bowen Pan,Yuliang Xiu,Cewu Lu 881 | Zichuan Liu,Yixing Li,Fengbo Ren,Wang Ling Goh,Hao Yu 882 | Xiang Long,Chuang Gan,Gerard de Melo,Xiao Liu,Yandong Li,Fu Li,Shilei Wen 883 | Yang Long,Li Liu,Yuming Shen,Ling Shao 884 | Pan Lu,Hongsheng Li,Wei Zhang,Jianyong Wang,Xiaogang Wang 885 | Xuequan Lu,Honghua Chen,Sai-Kit Yeung,Zhigang Deng,Wenzhi Chen 886 | Yuhang Lu,Jun Zhou,Jing Wang,Jun Chen,Karen Smith,Colin Wilder,Song Wang 887 | Chaojie Mao,Yingming Li,Yaqing Zhang,Zhongfei Zhang,Xi Li 888 | Simon Meister,Junhwa Hur,Stefan Roth 889 | Yusuke Mukuta,Akisato Kimura,David B. Adrian,Zoubin Ghahramani 890 | Nils Murrugarra-Llerena,Adriana Kovashka 891 | Xingang Pan,Jianping Shi,Ping Luo,Xiaogang Wang,Xiaoou Tang 892 | Yunchen Pu,Martin Renqiang Min,Zhe Gan,Lawrence Carin 893 | Hang Qi,Yuanlu Xu,Tao Yuan,Tianfu Wu,Song-Chun Zhu 894 | Tingting Qiao,Jianfeng Dong,Duanqing Xu 895 | Hongyu Ren,Diqi Chen,Yizhou Wang 896 | Michael S. Ryoo,Kiyoon Kim,Hyun Jong Yang 897 | Deepak Babu Sam,R. Venkatesh Babu 898 | Ravi Kiran Sarvadevabhatla,Shiv Surya,Trisha Mittal,R. Venkatesh Babu 899 | Akshay Sethi,Anush Sankaran,Naveen Panwar,Shreya Khare,Senthil Mani 900 | Guanglu Song,Biao Leng,Yu Liu,Congrui Hetang,Shaofan Cai 901 | Lingxiao Song,Man Zhang,Xiang Wu,Ran He 902 | Yi-Hsuan Tsai,Ming-Yu Liu,Deqing Sun,Ming-Hsuan Yang,Jan Kautz 903 | Ashwin K. Vijayakumar,Michael Cogswell,Ramprasaath R. Selvaraju,Qing Sun,Stefan Lee,David Crandall,Dhruv Batra 904 | Bo Wang,Youjiang Xu,Yahong Han,Richang Hong 905 | Dan Wang,Heyan Huang,Chi Lu,Bo-Si Feng,Guihua Wen,Liqiang Nie,Xian-Ling Mao 906 | Jing Wang,Jianlong Fu,Jinhui Tang,Zechao Li,Tao Mei 907 | Pichao Wang,Wanqing Li,Jun Wan,Philip Ogunbona,Xinwang Liu 908 | Yang Wu,Jie Qiu,Jun Takamatsu,Tsukasa Ogasawara 909 | Huaxin Xiao,Yunchao Wei,Yu Liu,Maojun Zhang,Jiashi Feng 910 | Cheng Xu,Biao Leng,Cheng Zhang,Xiaochen Zhou 911 | Jian Xu,Cunzhao Shi,Chengzuo Qi,Chunheng Wang,Baihua Xiao 912 | Sijie Yan,Yuanjun Xiong,Dahua Lin 913 | Baoyao Yang,Andy J. Ma,Pong C. Yuen 914 | Fan Yang,Xin Li,Hong Cheng,Yuxiao Guo,Leiting Chen,Jianping Li 915 | Jufeng Yang,Yan Sun,Jie Liang,Yong-Liang Yang,Ming-Ming Cheng 916 | Ke Yang,Peng Qiao,Dongsheng Li,Shaohe Lv,Yong Dou 917 | Xitong Yang,Zheng Xu,Jiebo Luo 918 | Zhenheng Yang,Peng Wang,Wei Xu,Liang Zhao,Ramakant Nevatia 919 | Mang Ye,Xiangyuan Lan,Jiawei Li,Pong C. Yuen 920 | Hongkai Yu,Kang Zheng,Jianwu Fang,Hao Guo,Wei Feng,Song Wang 921 | Lidong Yu,Yucheng Wang,Yuwei Wu,Yunde Jia 922 | Youngjae Yu,Sangho Lee,Joonil Na,Jaeyun Kang,Gunhee Kim 923 | Xiaohang Zhan,Ziwei Liu,Ping Luo,Xiaoou Tang,Chen Change Loy 924 | Hua Zhang,Xiaochun Cao,Rui Wang 925 | Junjie Zhang,Qi Wu,Jian Zhang,Chunhua Shen,Jianfeng Lu 926 | Mingjin Zhang,Nannan Wang,Yunsong Li,Ruxin Wang,Xinbo Gao 927 | Xingcheng Zhang,Lei Yang,Junjie Yan,Dahua Lin 928 | Jiaxing Zhao,Bo Ren,Qibin Hou,Ming-Ming Cheng,Paul Rosin 929 | Kaiyang Zhou,Yu Qiao,Tao Xiang 930 | Luowei Zhou,Chenliang Xu,Jason J. Corso 931 | Qin Zhou,Heng Fan,Shibao Zheng,Hang Su,Xinzhe Li,Shuang Wu,Haibin Ling 932 | Bingke Zhu,Yingying Chen,Ming Tang,Jinqiao Wang 933 | Jing Zhu,Jin Xie,Yi Fang 934 | Yaohui Zhu,Shuqiang Jiang 935 | Bohan Zhuang,Qi Wu,Chunhua Shen,Ian Reid,Anton van den Hengel 936 | Wei Zhuo,Mathieu Salzmann,Xuming He,Miaomiao Liu 937 | Haosheng Zou,Hang Su,Shihong Song,Jun Zhu 938 | Jocelyn Barker,Amita Gajewar,Konstantin Golyaev,Gagan Bansal,Matt Conners 939 | -------------------------------------------------------------------------------- /作者关系图.gephi: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/SparksFly8/Co-occurrence-Matrix/94595499fbe8163052a363d5ca7cf37c72915f22/作者关系图.gephi --------------------------------------------------------------------------------