楊鵬
職稱:正高
所在院系:計算機工程系
研究方向:新型網絡與統一标識、NLP與大數據治理、區塊鍊與網絡安全、邊緣計算
電話:
郵箱:pengyang@seu.edu.cn
職務:
個人簡介

  楊鵬,博士,bet356手机版唯一官网計算機學院、軟件學院、人工智能學院教授/博導,bet356手机版唯一官网未來網絡研究中心常務副主任,國家專業标準化技術委員會委員,CCRC體系認證專業技術委員會委員,中國電工技術學會能源智慧化專委會委員,CCF高級會員。主要研究方向包括:新型網絡與統一标識、AI與自然語言處理、區塊鍊與網絡安全、邊緣計算、大數據治理、安全可信數字基座等。

  2006年博士畢業于bet356手机版唯一官网登录,并留校任教;20072月至20091月,赴歐洲核子研究中心(CERN)參加諾獎得主丁肇中教授領導的大型國際合作AMS項目;從20141月起任bet356手机版唯一官网未來網絡研究中心常務副主任(主任為李幼平院士)。主持國家自然科學基金項目、科技創新特區項目、江蘇省未來網絡前瞻性研究計劃課題等多項,作為核心骨幹成員參與多項國家自然科學基金項目、國家863研究計劃課題、中國工程院咨詢研究項目等國家、部省級研究項目。在IEEE Journal on Selected Areas in CommunicationsACM Trans. on Information SystemsIEEE Trans. on Neural Networks and Learning SystemsIEEE Trans. on Audio, Speech and Language ProcessingPattern RecognitionInformation Processing and ManagementComputer NetworksIEEE Internet of Things JournalKnowledge-Based SystemsBig Data Mining and AnalyticsApplied Intelligence、Wireless Networks、Ad Hoc NetworksIEEE Trans. on Emerging Topics in Computational IntelligenceThe Journal of SupercomputingEMNLPCOLING、通信學報、電子學報、軟件學報、計算機研究與發展等國内外重要學術期刊和會議發表SCI/EI論文70餘篇。作為第1起草人,牽頭制定新型統一标識UCL國家标準1項;作為主要起草人,參與制定國家标準6項、IEEE國際标準1項、團體标準5項;作為第1發明人,獲美國發明專利授權1項,獲英國、法國、德國等歐洲發明專利授權多項,獲國家發明專利授權20餘項;獲中國人工智能學會、中國指揮與控制學會科技進步獎2項,獲江蘇省專利項目優秀獎等獎項。


研究方向
教育經曆
工作經曆

 2015/12  -  至  今, 國家專業标準化技術委員會,委員

 2014/01  -  至  今, bet356手机版唯一官网未來網絡研究中心,常務副主任

 2012/10-2015/09,bet356手机版唯一官网,博士後,合作導師:李幼平院士

 2007/02-2009/01CERN (Web發源地)Research Scientist,PI:諾獎得主 Samuel Ting

 2006/04  -  至  今,bet356手机版唯一官网計算機學院,曆任講師、副教授、教授

 2000/09-2006/04,bet356手机版唯一官网計算機學院,碩博連讀(年級第1名提前攻博),導師:顧冠群院士

科研項目
論文著作

[1]  楊鵬李幼平等統一内容标簽格式規範[S]. 中華人民共和國國家标準: GB/T 35304-2017.

[2]  Miao Du, Peng Yang, Wen Tian, Zhu Han. Anti-Collusion Multiparty Smart Contracts for Distributed Watchtowers in Payment Channel Networks[J]. IEEE Journal of Selected Areas in Communications, 2022, 40(12): 3600-3614. (IEEE頂刊, CCF A, IF: 16.4)

[3]  Yu Yao, Peng Yang, Guangzhen Zhao, Yanyan Ge, et al. Probabilistic Keyphrase Generation From Copy and Generating Spaces[J]. IEEE Transactions on Neural Networks and Learning Systems, 2023, July: 1-15. (IEEE旗艦刊, JCR Q1, IF: 10.4)

[4]  Zhongjian Hu, Peng Yang, Fengyuan Liu, Yuan Meng, Xingyu Liu. Prompting Large Language Models with Knowledge-injection for Knowledge-based Visual Question Answering[J]. Big Data Mining and Analytics. (Accepted; JCR Q1, IF: 13.6)

[5]  Bing Li, Peng Yang, Hanlin Zhao, Penghui Zhang, Zijian Liu. Hierarchical Sliding Inference Generator for Question-driven Abstractive Answer Summarization[J]. ACM Transactions on Information Systems, 2023, 41(1): 127. (CCF A, IF: 5.6).

[6]  Guangzhen Zhao, Guoshun Yin, Peng Yang, Yu Yao. Keyphrase Generation via Soft and Hard Semantic Corrections[C]. EMNLP 2022, December 711, 2022. (NLP頂會, CCF B)

[7]  Zhongjian Hu, Peng Yang, Yuanshuang Jiang, Zijian Bai. Prompting Large Language Model with Context and Pre-answer for Knowledge-based VQA[J]. Pattern Recognition. (Accepted; 領域頂刊; CCF B, JCR Q1, IF: 8.4)

[8]  Yu Yao, Peng Yang, Guangzhen Zhao, Guoshun Yin. KGAgent: Learning a Deep Reinforced Agent for Keyphrase Generation[J]. IEEE Transactions on Audio, Speech and Language Processing. (Accepted; 領域頂刊; CCF B, JCR Q1, IF: 5.4)

[9]  Yuankang Sun, Peng Yang, Bing Li, Zhongjian Hu, Zijian Bai. Triple-Wise Perspective Knowledge Learning for Intelligent Machine Commonsense Reasoning[J]. IEEE Internet of Things Journal. (Accepted; CCF B, JCR Q1, IF: 10.6)

[10] Hongmei Pei, PengYang, Miao Du, Zengyu Liang, Zhongjian Hu. Blockchain-assisted Verifiable Secure Multi-party Data Computing [J]. Computer Networks. (Accepted; CCF B, JCR Q1, IF: 5.6)

[11] Peng Yang, Juncheng Leng, Guangzhen Zhao, Wenjun Li, et al. Rumor Detection Driven by Graph Attention Capsule Network on Dynamic Propagation Structures[J]. The Journal of Supercomputing, 2023, 79: 52015222. (JCR Q2, IF: 3.3)

[12] Guangzhen Zhao, Peng Yang. Table-based Fact Verification with Self-labeled Keypoint Alignment[C]. COLING 2022, October 12-17, 2022. (NLP頂會, CCF B)

[13] Zhongjian Hu, Peng Yang, et al. Biomedical Extractive Question Answering Based on Dynamic Routing and Answer Voting[J]. Information Processing and Management. (Accepted; CCF B, JCR Q1, IF: 8.6)

[14] Hongmei Pei, PengYang, Weihao Li, Miao Dua, Zhongjian Hu. Proxy Re-Encryption for Secure Data Sharing with Blockchain in Internet of Medical Things[J]. Computer Networks, 2024, 245(5): 110373.  (Accepted; CCF B, JCR Q1, IF: 5.6)

[15] Peng Yang, Yanyan Ge, Yu Yao, Ying Yang. GCN-based Document Representation for Keyphrase Generation Enhanced by Maximizing Mutual Information[J]. Knowledge-Based Systems, Volume 243, May 2022, 108488. (JCR Q1, IF: 8.8)

[16] Guangzhen Zhao, Peng Yang. Pretrained Embeddings for Stance Detection with Hierarchical Capsule Network on Social Media[J]. ACM Transactions on Information Systems, 2021, 39(1): 132. (CCF A, IF: 5.6).

[17] Peng Yang, Dong Ji, Chengming Ai, Bing Li. AISE: Attending to Intent and Slots Explicitly for Better Spoken Language Understanding[J]. Knowledge-Based Systems. Volume 211, Jan. 2021, 106537. (JCR Q1, IF: 8.8)

[18] Guangzhen Zhao, Peng Yang, Yao Yu. RERG: Reinforced Evidence Reasoning with Graph Neural Network for Table-based Fact Verification. Applied Intelligence. (Published online; JCR Q2, IF: 5.3)

[19] Meng Yi, Peng Yang, Miaojiang Chen, et al. A DRL-driven Intelligent Joint Optimization Strategy for Computation offloading and Resource Allocation in Ubiquitous Edge IoT Systems Computational Intelligence to Edge AI for Ubiquitous IoT Systems[J]. IEEE Transactions on Emerging Topics in Computational Intelligence. (Accepted; JCR Q2, IF: 5.3)

[20] Peng Yang, Chengming Ai, Yu Yao, Bing Li. EKPN: Enhanced Knowledge-aware Path Network for Recommendation[J]. Applied Intelligence, 2022, 52: 9308-9319. (JCR Q2, IF: 5.3)

[21] Meng Yi, Peng Yang, Miao Du, Ruochen Ma. DMADRL: A Distributed Multi-agent Deep Reinforcement Learning Algorithm for Cognitive Offloading in Dynamic MEC Networks[J]. Neural Processing Letters (Published online; CCF C, IF: 3.1).

[22] Liang Gu, Peng Yang, Yongqiang Dong. Diversity Optimization for Recommendation Using Improved Cover Tree[J]. Knowledge-Based Systems, 2017, 135. (JCR Q1, IF: 8.8)

[23] 楊鵬李幼平支持内容智能治理的雙結構互聯網[J]. 通信學報, 2019, 40(9): 1-14.

[24] 李俊龍飛汪煜宇楊鵬青少年互聯網不健康内容分類與代碼[S]. 團體标準(T/CAPT 002-2019, 2019-5-23.

[25] Peng Yang, Youping Li, et al. Metadata Supporting Cyber Content Sharing and Governance and Application Method Thereof[P]. US010243998B2, 2019-3-26.

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