李成明-中国科学院大学-UCAS

基本信息

李成明, 博士，副研究员，博士生导师，中国科学院深圳先进技术研究院

深圳市海外高层次人才、深圳市南山区领航人才入选者。于2015年在日本九州大学信息科学与电气工程学院获得工学博士学位。作为项目负责人或核心成员，承担多项智能网络、自然语言处理、数据挖掘相关的科研课题，包括国家自然科学基金、广东省重点研发计划、广东省自然科学基金、深圳市基础研究重点/面上、深圳市技术攻关等。主要研究兴趣包括智能网络，数据挖掘，自然语言处理，人工智能等。近年来在AAAI、SIGIR、EMNLP、COLING、IEEE TIP、IEEE TKDE、IEEE TNNLS、IEEE TCSVT等国际会议和期刊上发表论文50多篇。申请相关发明专利20多项（PCT专利3项），已授权10余项。近年来担任ACL、AAAI、ACM SIGIR、ACM MM、EMNLP、COLING、MobiHealth、QSHINE、AINA等国际会议PC/TPC member。

Email：licm1130@gmail.com

通信地址：广东省深圳市南山区西丽学苑大道1068号
邮政编码：518055

研究领域

智能网络，自然语言处理，数据挖掘，人工智能等。

招生信息

招生专业

081203-计算机应用技术
085400-电子信息

招生方向

智能网络
自然语言处理
数据挖掘

出版信息

发表论文

[1] Lei Chen, Fajie Yuan, Xiang Ao, Chengming Li, Min Yang. A User-Adaptive Layer Selection Framework for Very Deep Sequential Recommender Models. Thirty-Fifth AAAI Conference on Artificial Intelligence (AAAI)null. 2021, [2] Yang, Min, Qu, Qiang, Shen, Ying, Zhao, Zhou, Chen, Xiaojun, Li, Chengming. An Effective Hybrid Learning Model for Real-Time Event Summarization. IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS[J]. 2021, 32(10): 4419-4431, [3] 李成明. Multi-source Domain Adaptation for Sentiment Classification with Granger Causal Inference. SIGIR (CCF A). 2020, [4] 李成明. Be Relevant, Non-redundant, and Timely: Deep Reinforcement Learning for Real-time Event Summarization.. The Thirty-Fourth AAAI Conference on Artificial Intelligence. 2020, [5] Yang, Min, Wang, Xintong, Lu, Yao, Lv, Jianming, Shen, Ying, Li, Chengming. Plausibility-promoting generative adversarial network for abstractive text summarization with multi-task constraint. INFORMATION SCIENCES[J]. 2020, 521: 46-61, http://dx.doi.org/10.1016/j.ins.2020.02.040.
[6] Yang, Min, Liu, Junhao, Shen, Ying, Zhao, Zhou, Chen, Xiaojun, Wu, Qingyao, Li, Chengming. An Ensemble of Generation- and Retrieval-Based Image Captioning With Dual Generator Generative Adversarial Network. IEEE TRANSACTIONS ON IMAGE PROCESSING[J]. 2020, 29: 9627-9640, http://dx.doi.org/10.1109/TIP.2020.3028651.
[7] Chen, Wenfan, Liu, Wei, Gao, Lin, Gong, Shimin, Li, Chengming, Zhu, Kun, IEEE. Backscatter-Aided Relay Communications in Wireless Powered Hybrid Radio Networks. 2019 IEEE WIRELESS COMMUNICATIONS AND NETWORKING CONFERENCE (WCNC)null. 2019, [8] Chen Wenfan, Li Chengming, Gong Shimin, Gao Lin, Xu Jing, IEEE. Joint Transmission Scheduling and Power Allocation in Wirelessly Powered Hybrid Radio Networks. 2019 INTERNATIONAL CONFERENCE ON COMPUTING, NETWORKING AND COMMUNICATIONS (ICNC)null. 2019, 515-519, [9] Wang Zhihui, Wang Shijie, Wang Hong, Li Haojie, Li Chengming, Hong R, Cheng WH, Yamasaki T, Wang M, Ngo CW. Weighted Multi-feature Fusion Algorithm for Fine-Grained Image Retrieval. ADVANCES IN MULTIMEDIA INFORMATION PROCESSING, PT IIInull. 2018, 11166: 630-640, [10] Hasan, A S M Touhidul, Qu, Qiang, Li, Chengming, Chen, Lifei, Jiang, Qingshan. An Effective Privacy Architecture to Preserve User Trajectories in Reward-Based LBS Applications. ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION[J]. 2018, 7(2): http://ir.siat.ac.cn:8080/handle/172644/13942.
[11] Li, Chengming, Gong, Shimin, Ning, Zhaolong, Zhao, Laiping, Jiang, Qingshan, Zhou, Pan. Robust Caching Control in Crowdsourced Content-Centric Mobile Networking. IEEE ACCESS[J]. 2018, 6: 59811-59821, http://ir.siat.ac.cn:8080/handle/172644/13945.
[12] Li, Chengming, Gong, Shimin, Wang, Xiaojie, Wang, Lei, Jiang, Qingshan, Okamura, Koji. Secure and Efficient Content Distribution in Crowdsourced Vehicular Content-Centric Networking. IEEE ACCESS[J]. 2018, 6: 5727-5739, http://www.chinair.org.cn/handle/1471x/1747900.
[13] Li Jiachen, Xu Jing, Gong Shimin, Li Chengming, Niyato Dusit, IEEE. A Game Theoretic Approach for Backscatter-Aided Relay Communications in Hybrid Radio Networks. 2018 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM)null. 2018, [14] Zhang, Wei, Jiang, Qingshan, Chen, Lifei, Li, Chengming. Two-stage ELM for phishing Web pages detection using hybrid features. WORLD WIDE WEB-INTERNET AND WEB INFORMATION SYSTEMS[J]. 2017, 20(4): 797-813, http://www.chinair.org.cn/handle/1471x/1747890.
[15] Qingshan Jiang, Chengming Li, Xiaojie Wang, Shimin Gong, ZhiHui Wang. Performance Analysis for Content Distribution in Crowdsourced Content-Centric Mobile Networking. 2017, http://ir.siat.ac.cn:8080/handle/172644/12690.
[16] A S M Touhidul Hasan, Qingshan Jiang, Chengming Li. An Effective Grouping Method for Privacy-Preserving Bike Sharing Data Publishing. FUTURE INTERNET[J]. 2017, 9(4): https://doaj.org/article/941b0d61a1a14ab1baba0e8ed9c5b31a.
[17] Hasan, A S M Touhidul, Jiang, Qingshan, Luo, Jun, Li, Chengming, Chen, Lifei. An effective value swapping method for privacy preserving data publishing. SECURITY AND COMMUNICATION NETWORKS[J]. 2016, 9(16): 3219-3228, https://www.webofscience.com/wos/woscc/full-record/WOS:000389250100015.
[18] Li, Chengming, Liu, Wenjing, Wang, Lei, Li, Mingchu, Okamura, Koji. Energy-efficient quality of service aware forwarding scheme for Content-Centric Networking. JOURNAL OF NETWORK AND COMPUTER APPLICATIONS[J]. 2015, 58: 241-254, http://dx.doi.org/10.1016/j.jnca.2015.08.008.