基本信息

安竹林  男  硕导  中国科学院计算技术研究所
电子邮件: anzhulin@ict.ac.cn
通信地址: 北京市海淀区科学院南路6号
邮政编码: 100190

研究领域

深度神经网络自动生成与优化,终身学习

招生信息

   
招生专业
081201-计算机系统结构
085211-计算机技术
招生方向
​深度神经网络自动生成与优化

教育背景

2006-09--2010-08   中国科学院计算技术研究所   工学博士
2003-09--2006-07   合肥工业大学计算机与信息学院   工学硕士
1999-09--2003-07   合肥工业大学计算机与信息学院   工学学士
学位

工学博士

工作经历

   
工作简历
2014-09~现在, 中国科学院计算技术研究所, 高级工程师
2013-01~2014-09,中国科学院计算技术研究所, 助理研究员
2010-09~2013-01,中国科学院计算技术研究所, 博士后
社会兼职
2014-01-01-今,中国计算机学会青年计算机科技论坛(YOCSEF), 委员

专利与奖励

   
专利成果
( 1 ) 一种水下无线传感器网络媒体介质访问控制方法, 发明, 2015, 第 4 作者, 专利号: 201510011817.3
( 2 ) 水下传感器网络的媒体介质访问控制协议方法及系统, 发明, 2014, 第 3 作者, 专利号: 201410265061.0
( 3 ) 一种基于水下无线传感器网络的自适应媒体访问控制方法及其系统, 发明, 2014, 第 4 作者, 专利号: 201410164030.6
( 4 ) 一种基于深度学习模型的链路评估方法和系统, 发明, 2019, 第 3 作者, 专利号: 201811221654.1
( 5 ) 一种基于交叉生成复杂神经网络的方法及系统, 发明, 2019, 第 2 作者, 专利号: 201910952242.3
( 6 ) 一种基于通道数搜索卷积神经网络的方法, 发明, 2019, 第 5 作者, 专利号: 201911282344.5

出版信息

   
发表论文
[1] Yang, Chuanguang, An, Zhulin, Cai, Linhang, Xu, Yongjun. Hierarchical Self-supervised Augmented Knowledge Distillation. 30th International Joint Conference on Artificial Intelligence (IJCAI)null. 2021, https://www.ijcai.org/proceedings/2021/168.
[2] Linhang Cai, Zhulin An, Yongjun Xu. GHFP: Gradually Hard Filter Pruning. International Joint Conference on Neural Networks (IJCNN)null. 2021, [3] Yang, Chuanguang, An, Zhulin, Xu, Yongjun, IEEE. MULTI-VIEW CONTRASTIVE LEARNING FOR ONLINE KNOWLEDGE DISTILLATION. 2021 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP 2021)null. 2021, 3750-3754, [4] Zhu, Hui, An, Zhulin, Yang, Chuanguang, Hui, Xiaolong, Xu, Kaiqiang, Xu, Yongjun, IEEE. Efficient Search for the Number of Channels for Convolutional Neural Networks. 2020 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN)null. 2020, [5] Xu, Kaiqiang, An, Zhulin, Zhu, Hui, Hu, Xiaolong, Xu, Yongjun, IEEE. HLNet: Modeling High and Low Frequencies for Scene Parsing. 2020 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN)null. 2020, [6] Hu Xiaolong, An Zhulin, Yang Chuanguang, Zhu Hui, Xu Kaiqaing, Xu Yongjun. DRNet: Dissect and Reconstruct the Convolutional Neural Network via Interpretable Manners. 2020, http://arxiv.org/abs/1911.08691.
[7] Zhou, Jianrong, Zhou, Xiaojuan, Zhou, Jianjin, Teng, Haiyun, Yang, Jianqing, Ma, Yichao, Zhou, Ke, Xia, Yuanguang, Xiu, Qinglei, Yang, Tao, Jiang, Xingfen, Zhu, Lin, Yang, Wenqin, Yang, Guian, Xie, Yuguang, Hu, Bitao, Sun, Zhijia, Chen, Yuanbo. A ceramic GEM-based neutron beam monitor for China Spallation Neutron Source. NUCLEAR INSTRUMENTS & METHODS IN PHYSICS RESEARCH SECTION A-ACCELERATORS SPECTROMETERS DETECTORS AND ASSOCIATED EQUIPMENT[J]. 2020, 962: http://dx.doi.org/10.1016/j.nima.2020.163593.
[8] 崔丽珍, 曹坚, 安竹林, 李丹阳, 王巧利. 无线传感器网络中的萤火虫时间同步改进模型. 小型微型计算机系统[J]. 2020, 41(7): 1488-1493, http://lib.cqvip.com/Qikan/Article/Detail?id=7102429991.
[9] Cai, Linhang, An, Zhulin, Yang, Chuanguang, Xu, Yongjun. Softer Pruning, Incremental Regularization. 2020, http://arxiv.org/abs/2010.09498.
[10] 方维维, 刘梦然, 王云鹏, 李阳阳, 安竹林. 面向物联网隐私数据分析的分布式弹性网络回归学习算法. 电子与信息学报. 2020, 42(10): 2403-2411, http://lib.cqvip.com/Qikan/Article/Detail?id=7102982364.
[11] Yang Chuanguang, An Zhulin, Li Chao, Diao Boyu, Xu Yongjun. Multi-Objective Pruning for CNNs Using Genetic Algorithm. 2019, http://arxiv.org/abs/1906.00399.
[12] Zhu, Hui, An, Zhulin, Yang, Chuanguang, Xu, Kaiqiang, Zhao, Erhu, Xu, Yongjun, IEEE. EENA: Efficient Evolution of Neural Architecture. 2019 IEEE/CVF INTERNATIONAL CONFERENCE ON COMPUTER VISION WORKSHOPS (ICCVW)null. 2019, 1891-1899, [13] Ye, Ding, Zhu, Lin, Zhang, Qifeng, Xiong, Feng, Wang, Houpeng, Wang, Xiaosi, He, Mudan, Zhu, Zuoyan, Sun, Yonghua. Abundance of Early Embryonic Primordial Germ Cells Promotes Zebrafish Female Differentiation as Revealedby Lifetime Labeling of Germline. MARINE BIOTECHNOLOGY[J]. 2019, 21(2): 217-228, https://www.webofscience.com/wos/woscc/full-record/WOS:000462935700009.
[14] Yang Chuanguang, An Zhulin, Zhu Hui, Hu Xiaolong, Zhang Kun, Xu Kaiqiang, Li Chao, Xu Yongjun. Gated Convolutional Networks with Hybrid Connectivity for Image Classification. 2019, http://arxiv.org/abs/1908.09699.
[15] Zhu Hui, An Zhulin, Yang Chuanguang, Xu Kaiqiang, Zhao Erhu, Xu Yongjun. EENA: Efficient Evolution of Neural Architecture. 2019, http://arxiv.org/abs/1905.07320.
[16] Ma, Xibo, Chen, Lei, Yang, Yingcheng, Zhang, Weiqi, Wang, Peixia, Zhang, Kun, Zheng, Bo, Zhu, Lin, Sun, Zheng, Zhang, Shuai, Guo, Yingkun, Liang, Minmin, Wang, Hongyang, Tian, Jie. An Artificial Intelligent Signal Amplification System for in vivo Detection of miRNA. FRONTIERS IN BIOENGINEERING AND BIOTECHNOLOGY[J]. 2019, 7: https://www.webofscience.com/wos/woscc/full-record/WOS:000501162100001.
[17] Tong, Huichun, Hu, Qingqing, Zhu, Lin, Dong, Xiuzhu. Prokaryotic Aquaporins. CELLSnull. 2019, 8(11): https://doaj.org/article/68e05a9a8c9949668a3c21c65268ab06.
[18] Xu, Tingting, Yang, Xiubin, Xu, Chao, Chang, Lin, Zhu, Lin. Study of satellite imaging with pitch motion compensation to increase SNR. OPTIK[J]. 2019, 192: 162933-, http://dx.doi.org/10.1016/j.ijleo.2019.162933.
[19] Diao, Boyu, Xu, Yongjun, Li, Chao, An, Zhulin, Wang, Qi, Chen, Zhao, IEEE. A Nearest Neighbor Regression based Channel Estimation Algorithm for Acoustic Channel-Aware Routing. 2018 OCEANS - MTS/IEEE KOBE TECHNO-OCEANS (OTO)null. 2018, http://apps.webofknowledge.com/CitedFullRecord.do?product=UA&colName=WOS&SID=5CCFccWmJJRAuMzNPjj&search_mode=CitedFullRecord&isickref=WOS:000465206800031.
[20] Li Chao, Ma Xiaolong, An Zhulin, Xu Yongjun, IEEE. A Deep Neural Network Compression Algorithm Based on Knowledge Transfer for Edge Device. 2018 THIRD IEEE/ACM SYMPOSIUM ON EDGE COMPUTING (SEC)null. 2018, 334-335, http://dx.doi.org/10.1109/SEC.2018.00035.
[21] Liu, Yanhua, Xue, Weiwei, Zhu, Lin, Ye, Ding, Zhu, Xiaoqin, Wang, Huannan, Sun, Yonghua, Deng, Fengjiao. Nanog suppresses the expression of vasa by directly regulating nlkl in the early zebrafish embryo. BIOCHIMIE[J]. 2017, 142(1): 93-101, http://www.irgrid.ac.cn/handle/1471x/1760657.
[22] Lu, Yulan, Xie, Bo, Zhu, Lin, Wei, Qiuxu, He, Chaochao, Xiang, Chao, Wang, Junbo, Chen, Deyong, Chen, Jian, IEEE. Reduction of the Temperature Sensitivity of Anodic Bonded Resonant Pressure Micro Sensors. 2017 IEEE 12TH INTERNATIONAL CONFERENCE ON NANO/MICRO ENGINEERED AND MOLECULAR SYSTEMS (NEMS)null. 2017, 816-819, [23] Li, Chao, Xu, Yongju, Xu, Chaonong, An, Zhulin, Diao, Boyu, Li, Xiaowei. DTMAC: A Delay Tolerant MAC Protocol for Underwater Wireless Sensor Networks. IEEE SENSORS JOURNAL[J]. 2016, 16(11): 4137-4146, https://www.webofscience.com/wos/woscc/full-record/WOS:000375563700017.
[24] Zhang, GaoHong, Han, JianBao, Zhu, Lin, Luo, RongHua, Zhang, XiHe, Chen, Xin, Hu, YingJie, Fu, LinChun, Zheng, YongTang. Aikeqing decreases viral loads in SHIV89.6-infected Chinese rhesus macaques. CHINESE MEDICINE[J]. 2016, 11(X): http://dx.doi.org/10.1186/s13020-016-0105-x.
[25] 黄书强, 王高才, 张震, 徐勇军, 安竹林, 邓玉辉, 李阳. 基于替代原理的无线网状网网关部署问题研究. 计算机学报[J]. 2016, 39(6): 1120-1134, http://lib.cqvip.com/Qikan/Article/Detail?id=668980516.
[26] Zhu, Lin, Wu, Zhe, Jin, JianMing, Tang, ShuangYan. Directed evolution of leucine dehydrogenase for improved efficiency of L-tert-leucine synthesis. APPLIED MICROBIOLOGY AND BIOTECHNOLOGY[J]. 2016, 100(13): 5805-5813, http://www.corc.org.cn/handle/1471x/2374699.
[27] Chen, Xin, Zhu, Lin, Zhou, YanHeng, Liu, FengLiang, Li, Hong, Yao, ZhiHong, Duo, Lin, Pang, Wei, Ye, Mei, Zheng, YongTang. Factors associated with needle sharing among people who inject drugs in Yunnan, China: a combined network and regression analysis. Infectious Diseases of Poverty[J]. 2016, 5(X): http://www.irgrid.ac.cn/handle/1471x/1151493.
[28] Li, Chao, Xu, Yongjun, Diao, Boyu, Wang, Qi, An, Zhulin. DBR-MAC: A Depth-Based Routing Aware MAC Protocol for Data Collection in Underwater Acoustic Sensor Networks. IEEE SENSORS JOURNAL[J]. 2016, 16(10): 3904-3913, http://dx.doi.org/10.1109/JSEN.2016.2530815.
[29] Zhu, Lin, Zuo, Jun, Song, Lirong, Gan, Nanqin. Microcystin-degrading bacteria affect mcyD expression and microcystin synthesis in Microcystis spp.. JOURNAL OF ENVIRONMENTAL SCIENCES[J]. 2016, 41: 195-201, http://dx.doi.org/10.1016/j.jes.2015.06.016.
[30] Li, Chao, Xu, Yongjun, Wang, Qi, Diao, Boyu, An, Zhulin, Chen, Zhao, Luo, Zuying. FDCA: A Full-Duplex Collision Avoidance MAC Protocol for Underwater Acoustic Networks. IEEE SENSORS JOURNAL[J]. 2016, 16(11): 4638-4647, https://www.webofscience.com/wos/woscc/full-record/WOS:000375563700079.
[31] Wang, Suqin, Zhu, Lin, Li, Qi, Li, Genbao, Li, Lin, Song, Lirong, Gan, Nanqin. Distribution and population dynamics of potential anatoxin-a-producing cyanobacteria in Lake Dianchi, China. HARMFUL ALGAE[J]. 2015, 48: 63-68, http://dx.doi.org/10.1016/j.hal.2015.07.005.
[32] Diao, Boyu, Xu, Yongjun, An, Zhulin, Wang, Fei, Li, Chao. Improving Both Energy and Time Efficiency of Depth-Based Routing for Underwater Sensor Networks. INTERNATIONAL JOURNAL OF DISTRIBUTED SENSOR NETWORKS[J]. 2015, 11: https://doaj.org/article/3eb1fb9c6a2849c2a8891955ac08c025.
[33] Wu Xianbin, Wu Lin, Xu Yongjun, An Zhulin, Diao Boyu, IEEE. Vessel Trajectory Partitioning Based on Hierarchical Fusion of Position Data. 2015 18TH INTERNATIONAL CONFERENCE ON INFORMATION FUSION (FUSION)null. 2015, 1230-1237, http://apps.webofknowledge.com/CitedFullRecord.do?product=UA&colName=WOS&SID=5CCFccWmJJRAuMzNPjj&search_mode=CitedFullRecord&isickref=WOS:000389523300161.
[34] 杜周全, 徐启建, 张杰, 钟旭东, 安竹林. 基于动态策略的S盒设计研究. 电信科学. 2015, 31(11): 44-50, http://lib.cqvip.com/Qikan/Article/Detail?id=666748420.
[35] Fang, Weiwei, An, Zhulin, Shu, Lei, Liu, Qingyu, Xu, Yongjun, An, Yuan. Achieving optimal admission control with dynamic scheduling in energy constrained network systems. JOURNAL OF NETWORK AND COMPUTER APPLICATIONS[J]. 2014, 44: 152-160, http://dx.doi.org/10.1016/j.jnca.2014.05.009.
[36] Zhulin An. ime Synchronization in Wireless Sensor Networks Using Max and Average Consensus Protocol. International Journal of Distributed Sensor Networks. 2013, [37] Wu Lin, An ZhuLin, Xu YongJun, Cui Li, IEEE. Poster Abstract: Human Tracking Based on LRF and Wearable IMU Data Fusion. 2013 ACM/IEEE INTERNATIONAL CONFERENCE ON INFORMATION PROCESSING IN SENSOR NETWORKS (IPSN)null. 2013, 349-350, http://apps.webofknowledge.com/CitedFullRecord.do?product=UA&colName=WOS&SID=5CCFccWmJJRAuMzNPjj&search_mode=CitedFullRecord&isickref=WOS:000365609500050.
[38] Gan, Nanqin, Xiao, Yan, Zhu, Lin, Wu, Zhongxing, Liu, Jin, Hu, Chenlin, Song, Lirong. The role of microcystins in maintaining colonies of bloom-forming Microcystis spp.. ENVIRONMENTAL MICROBIOLOGY[J]. 2012, 14(3): 730-742, http://www.irgrid.ac.cn/handle/1471x/495323.
[39] An, Zhulin, Zhu, Hongsong, Li, Xinrong, Xu, Chaonong, Xu, Yongjun, Li, Xiaowei. Nonidentical Linear Pulse-Coupled Oscillators Model With Application to Time Synchronization in Wireless Sensor Networks. IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS[J]. 2011, 58(6): 2205-2215, https://www.webofscience.com/wos/woscc/full-record/WOS:000290628500016.
[40] 安竹林, 徐勇军, 李晓维, 陈灿峰. 基于非漏电脉冲耦合振荡器模型的无线传感器网络时间同步算法. 高技术通讯[J]. 2011, 21(11): 1142-1148, http://lib.cqvip.com/Qikan/Article/Detail?id=40140775.
[41] 安竹林. 基于脉冲耦合振荡器模型的WSN时间同步方法. 2010, [42] Gao, ZhuLin, He, HongPing, Di, YingTong, Fang, Xin, Li, ChunShun, Liu, HaiYang, Zhou, QianLan, Mu, QuanZhang, Hao, XiaoJiang. Gracillosides A-F, six new 8,14-seco-pregnane glycosides from Adelostemma gracillimum. STEROIDS[J]. 2009, 74(8): 694-700, http://dx.doi.org/10.1016/j.steroids.2009.03.001.
[43] Gao, ZhuLin, He, HongPing, Di, YingTong, Fang, Xin, Li, ChunShun, Zhang, Qiang, Zhao, PeiJi, Li, ShunLin, Hao, XiaoJiang. Three New Pregnane Glycosides from Marsdenia tinctoria. HELVETICA CHIMICA ACTAnull. 2009, 92(9): 1775-1781, https://www.webofscience.com/wos/woscc/full-record/WOS:000270451800007.
[44] Wang Wei, Yan Wei, Zhu Lin, Hu Ping, Shan Yiyin, Yang Ke. Relation among rolling parameters, microstructures and mechanical properties in an acicular ferrite pipeline steel. MATERIALS & DESIGN[J]. 2009, 30(9): 3436-3443, http://dx.doi.org/10.1016/j.matdes.2009.03.026.
[45] 朱冠男, 徐宁, 郑飞, 安竹林, 徐勇军. 基于线性脉冲耦合振荡器模型的WSN时间同步. 武汉理工大学学报[J]. 2009, 148-151, http://lib.cqvip.com/Qikan/Article/Detail?id=31685547.
[46] Wang, Wei, Yan, Wei, Zhu, Lin, Hu, Ping, Shan, Yiyin, Yang, Ke. Relation among rolling parameters, microstructures and mechanical properties in an acicular ferrite pipeline steel. MATERIALS & DESIGN[J]. 2009, 30(9): 3436-3443, http://www.irgrid.ac.cn/handle/1471x/411474.
[47] Zhu, Lin, Wang, Kunqi, Lu, Tianhong, Xing, Wei, Li, Jing, Yang, Xiangguang. The direct electrochemistry behavior of Cyt c on the modified glassy carbon electrode by SBA-15 with a high-redox potential. JOURNAL OF MOLECULAR CATALYSIS B-ENZYMATIC[J]. 2008, 55(1-2): 93-98, http://dx.doi.org/10.1016/j.molcatb.2008.01.013.

科研活动

   

指导学生

已指导学生

许开强  硕士研究生  085211-计算机技术  

朱徽  硕士研究生  085211-计算机技术  

胡小龙  硕士研究生  085211-计算机技术  

现指导学生

蔡林航  硕士研究生  085211-计算机技术  

支相  硕士研究生  085400-电子信息