科研成果

科研成果

近年来,智能与计算学部得到了国家973项目、国家重点研发计划项目、国家自然科学基金重点项目的支持,取得了一系列重要成果,2018年实到科研经费总计6000余万元。先后获得省部级科技进步一等奖4项、二等奖3项;每年发表SCI论文超过100篇,CCF A类会议论文40余篇。


学部近年来承担的重大重点项目

 

项目名称

项目类别

负责人

开始时间

结束时间

 互联网环境中文言语信息处理与深度计算的基础理论和方法

973项目

党建武

2013-01-01

2017-12-31

基于语义的大数据存储体系结构及关键技术

863项目

冯志勇

2013-01-01

2015-12-31

文物知识分析与设计素材再造关键技术研究与应用

国家科技支撑计划

徐庆

2013-01-01

2015-12-31

中国民间美术非物质文化遗产的信息化保护和传承关键技术及集成与示范

国家科技支撑计划

张加万

2014-01-01

2016-12-18

影视动画制作平台技术解决方案及关键技术研发 

国家科技支撑计划

陶文源

2015-07-01

2017-12-31

语音产生过程的神经生理建模与控制

国家基金重点项目

党建武

2013-01-01

2017-12-29

大数据和社会场景下的互动语言意图深度理解基础理论和关键技术研究

国家联合基金重点项目

宋大为

2017-01-01

2020-12-31

面向大数据机器学习的不确定性建模理论与方法

国家基金重点项目

胡清华

2018-01-01

2022-12-31

海洋环境下高可靠网络基础理论与关键技术

国家联合基金重点项目

曲雯毓

2018-01-01

2021-12-31

基于多维度数据的言语真实性辨识技术研究

国家联合基金重点项目

刘宝林

2018-01-01

2021-12-31

价值驱动的软件服务持续迭代演化机理与关键技术  

国家基金重点项目

冯志勇

2019-01-01

2023-12-31

网络异常行为检测技术及定位方法

国家联合基金重点项目

李克秋

2019-01-01

2022-12-31

面向公共安全的视频信息处理技术研究

国家联合基金重点项目

王松

2019-01-01

2022-12-31

健康养老跨界服务应用示范

国家重点研发计划

冯志勇

2017-12-01

2020-11-30

量子信息获取-检索的理论和应用研究

国家重点研发计划

侯越先

2018-04-01

2021-03-31

社区风险监测与防范关键技术研究

国家重点研发计划

王文俊

2018-07-01

2020-06-30

软件定义的云计算度量与评测

国家重点研发计划课题

李克秋

2016-07-01

2021-06-30

*****运行数据状态挖掘方法研究

国家重大科技专项课题

胡清华

2018-08-01

2023-08-01

 

学部近年来代表性科研成果

 

序号

成果名称

项目完成人或作者(署名排序)

发表刊物、检索种类、出版机构、发表(出版)日期

1.             

A   Deep Bayesian Policy Reuse Approach Against Non-Stationary Agents

Zheng   Yan; Meng Zhaopeng; Hao Jianye; Zhang Zongzhang; Yang Tianpei; Fan Changjie

Neural   Information Processing Systems; EI, CCF A; MIT Press; 2018

2.             

Neighbor   Inconsistent Pair Selection for Attribute Reduction by Rough Set Approach

Dai   Jianhua; Hu Qinghua; Hu Hu; Huang Debiao

IEEE   Transactions on Fuzzy Systems; SCI; IEEE;2018

3.             

Large-Scale   Multimodality Attribute Reduction with Multi-Kernel Fuzzy Rough Sets

Hu Qinghua;   Zhang Lingjun; Zhou Yucan; Pedrycz Witold

IEEE   Transactions on Fuzzy Systems; SCI; IEEE;2018

4.             

A   Software Defined Network-Based Security Assessment Framework for CloudIoT

Han   Zhuobing; Li Xiaohong; Huang Keman; Feng Zhiyong

IEEE   Internet of Things Journal; SCI; IEEE; 2018

5.             

Locally   Linear Approximation Approach for Incomplete Data

Dai   Jianhua; Hu Hu; Hu Qinghua; Huang Wei; Zheng Nenggan; Liu Liang

IEEE   Transactions on Cybernetics; SCI; IEEE;2018

6.             

How   Can Heterogeneous Internet of Things Build Our Future: A Survey

Qiu   Tie; Chen Ning; Li Keqiu; Atiquzzaman Mohammed; Zhao Wenbing

IEEE   Communications Surveys and Tutorials; SCI; IEEE;2018

  

7.             

Cache in the air: exploiting content caching and delivery   techniques for 5G systems

Xiaofei Wang; Min Chen;Tarik Taleb;Adlen Ksentini; Victor C.M. Leung

2017   Fred W. Ellersick Prize; 最佳论文奖 (CCF A); IEEE   Communications Society; 2017

8.             

Content-Related   Spatial Regularization for Visual Object Tracking

Ruize   Han, Qing Guo, Wei Feng

World’s   FIRST 10K Best Paper Award; Platinum Best Paper; IEEE International   Conference on Multimedia and Expo (ICME) 2018; July 23, 2018

9.             

Intrinsic   Decomposition from A Single RGB-D Image with Sparse and Non-Local Priors

Kun   Li

World’s   FIRST 10K Best Paper Award; Platinum Best Paper; IEEE International   Conference on Multimedia and Expo (ICME) 2017; July, 2017

10.          

Proteus: Computing Disjunctive Loop Summary via Path   Dependency Analysis

Xiaofei   Xie; Bihuan Chen; Yang Liu; Wei Le; Xiaohong Li

Distinguished   Paper Award;最佳论文奖 (CCF A); FSE 2016-ACM SIGSOFT International Symposium on the   Foundations of Software Engineering; Nov. 13 - 18, 2016

11.          

Movie   Question Answering: Remembering the Textual Cues for Layered Visual Contents

Bo Wang; Youjiang Xu; Yahong Han; Richang Hong

the   Thirty-Second AAAI Conference on Artificial Intelligence; SCI, CCF A; AAAI;   Apr. 2018

12.          

Explore   Multi-Step Reasoning in Video Question Answering

Song   Xiaomeng; Shi Yucheng; Chen Xin; Han Yahong

2018   ACM Multimedia Conference; EI, CCF A; ACM; Oct. 15, 2018

13.          

Spotting   and Aggregating Salient Regions for Video Captioning

Wang   Huiyun ; Xu Youjiang; Han Yahong

2018   ACM Multimedia Conference; EI, CCF A; ACM; Oct. 15, 2018

14.          

Multi-modal   Circulant Fusion for Video-to-Language and Backward

Wu   Aming ; Han  Yahong

IJCAI   International Joint Conference on Artificial Intelligence; EI, CCF A; Morgan   Kaufmann; July,2018

15.          

On   the satisfiability problem of patterns in SPARQL 1.1

Zhang   Xiaowang; Van Den Bussche Jan; Wang Kewen; Wang Zhe

Thirty-Second   AAAI Conference on Artificial Intelligence; EI, CCF A; AAAI;2018

16.          

Forgetting   and unfolding for existential rules

Wang   Zhe; Wang Kewen; Zhang Xiaowang

Thirty-Second   AAAI Conference on Artificial Intelligence; EI, CCF A; AAAI;2018

17.          

Twitter   Summarization based on Social Network and Sparse Reconstruction

Ruifang   He; Xingyi Duan

Thirty-Second   AAAI Conference on Artificial Intelligence; EI, CCF A; AAAI; Feb. 7, 2018

18.          

Towards   Generalized and Efficient Metric Learning on Riemannian Manifold

Zhu   Pengfei; Cheng, Hao; Hu Qinghua; Wang Qilong; Zhang Changqing

IJCAI   International Joint Conference on Artificial Intelligence; EI, CCF A; Morgan   Kaufmann;2018

19.          

Beyond   Similar and Dissimilar Relations: A Kernel Regression Formulation for Metric   Learning

Zhu   Pengfei; Qi Ren; Hu Qinghua; Wang Qilong; Zhang Changqing; Yang Liu

IJCAI   International Joint Conference on Artificial Intelligence; EI, CCF A; Morgan   Kaufmann;2018

20.          

FISH-MML:   Fisher-HSIC Multi-View Metric Learning

Zhang   Changqing; Liu Yeqing; Liu Yue; Hu Qinghua; Zhu Pengfei

IJCAI   International Joint Conference on Artificial Intelligence; EI, CCF A; Morgan   Kaufmann; July, 2018

21.          

Latent   Semantic Aware Multi-view Multi-label Classification

Zhang   Changqing; Yu Ziwei; Hu Qinghua; Zhu Pengfei; Liu Xinwang; Wang Xiaobo

Thirty-Second   AAAI Conference on Artificial Intelligence; EI, CCF A; AAAI; 2018

22.          

Multi-Layer   Multi-View Classification for Alzheimer's Disease Diagnosis

Zhang   Changqing; Adeli Ehsan; Zhou Tao; Chen Xiaobo; Shen Dinggang

Thirty-Second   AAAI Conference on Artificial Intelligence; EI, CCF A; AAAI; 2018

23.          

Consistent   and Specific Multi-view Subspace Clustering 

Luo   Shirui; Zhang Changqing; Zhang Wei

Thirty-Second   AAAI Conference on Artificial Intelligence; EI, CCF A; AAAI; 2018

24.          

Graph   Structure Fusion for Multiview Clustering

Zhan   Kun; Niu Chaoxi; Chen Changlu; Nie Feiping; Zhang Changqing; Yang Yi

IEEE   Transactions on Knowledge and Data Engineering; EI, SCI, CCF A; IEEE;2018

25.          

A   Nonparametric Approach to Uncovering Connected Anomalies by Tree Shaped   Priors

Wu   Nannan; Chen Feng; Li Jianxin; Huai Jin-Peng; Zhou Baojian; Li Bo;   Ramakrishnan Naren

IEEE   Transactions on Knowledge and Data Engineering; EI, SCI, CCF A; IEEE; Aug. 30, 2018

26.          

Uncovering   Specific-Shape Graph Anomalies in Attributed Graphs

Nannan   Wu; Wenjun   Wang

AAAI   Conference; CCF A; AAAI;2018

27.          

Active   recurrence of lighting condition for fine-grained change detection

Zhang   Qian; Feng Wei; Wan Liang; Tian Fei-Peng; Tan Ping

IJCAI   International Joint Conference on Artificial Intelligence; EI, CCF A; Morgan   Kaufmann; July, 2018

28.          

Regularizing   Deep Neural Networks with an Ensemble-based Decorrelation Method

Gu   Shuqin; Hou Yuexian; Zhang Lipeng; Zhang Yazhou

IJCAI   International Joint Conference on Artificial Intelligence; EI, CCF A; Morgan   Kaufmann; July, 2018

29.          

Exploring   Relevance Judgement Inspired by Quantum Weak Measurement

Wang   Tianshu; Hou Yuexian; Wang Panpan; Niu Xiaolei

Thirty-Second   AAAI Conference on Artificial Intelligence; EI, CCF A; AAAI; 2018

30.          

Online   kernel selection via incremental sketched kernel alignment

Zhang   Xiao; Liao Shizhong

IJCAI   International Joint Conference on Artificial Intelligence; EI, CCF A; Morgan   Kaufmann; July, 2018

31.          

Randomized   kernel selection with spectra of multilevel circulant matrices

Ding   Lizhong; Liao Shizhong; Liu Yong; Yang Peng; Gao Xin

Thirty-Second   AAAI Conference on Artificial Intelligence; EI, CCF A; AAAI; 2018

32.          

Robustness   and discrimination oriented hashing combining texture and invariant vector   distance

Huang   Ziqing; Liu Shiguang

2018   ACM Multimedia Conference; EI, CCF A; ACM; Oct. 15, 2018

33.          

Sounding   solid combustibles: non-premixed flame sound synthesis for different solid   combustibles.

Yin   Qiang; Liu Shiguang

IEEE   Transactions on Visualization and Computer Graphics; EI, CCF A; IEEE; Feb. 1, 2018

34.          

Stain   formation on deforming inelastic cloth

Wang   Xiaojun; Liu Shiguang; Tong Yiying

IEEE   Transactions on Visualization and Computer Graphics; EI, CCF A; IEEE; Dec. 1,   2018

35.          

Integrative   Network Embedding via Deep Joint Reconstruction

Jin   Di; Ge Meng; Yang Liang; He Dongxiao; Wang Longbiao; Zhang Weixiong

IJCAI   International Joint Conference on Artificial Intelligence; EI, CCF A; Morgan   Kaufmann; July, 2018

36.          

Finding   Communities with Hierarchical Semantics by Distinguishing General and   Specialized Topics

Zhang   Ge; Jin Di; Gao Jian; Jiao Pengfei; Fogelman-Soulié Francoise; Huang Xin

IJCAI   International Joint Conference on Artificial Intelligence; EI, CCF A; Morgan   Kaufmann; July, 2018

37.          

3-in-1   Correlated Embedding via Adaptive Exploration of the Structure and Semantic   Subspaces

Yang   Liang; Guo Yuanfang; Jin Di; Fu Huazhu; Cao Xiaochun

IJCAI   International Joint Conference on Artificial Intelligence; EI, CCF A; Morgan   Kaufmann; July, 2018

38.          

Robust   Detection of Link Communities in Large Social Networks by Exploiting Link   Semantics

Jin   Di; Wang Xiaobao; He Ruifang; He Dongxiao; Dang Jianwu; Zhang Weixiong

Thirty-Second   AAAI Conference on Artificial Intelligence; EI, CCF A; AAAI; 2018

39.          

End-to-End   Quantum-Like Language Models with Application to Question Answering

Zhang   Peng; Niu Jiabin; Su Zhan; Wang Benyou; Ma Liqun; Song Dawei

Thirty-Second   AAAI Conference on Artificial Intelligence; EI, CCF A; AAAI; 2018

40.          

A   Network-Specific Markov Random Field Approach to Community Detection

He   Dongxiao;You Xinxin; Feng Zhiyong; Jin Di; Yang Xue; Zhang Weixiong

Thirty-Second   AAAI Conference on Artificial Intelligence; EI, CCF A; AAAI; 2018

41.          

Robust   Non-Rigid Registration with Reweighted Position and Transformation Sparsity

Li   Kun; Yang Jingyu; Lai Yu-Kun; Guo Daoliang

IEEE   Transactions on Visualization and Computer Graphics; EI, CCF A; IEEE; May 2,   2018

42.          

Recurrent   Deep Multiagent Q-Learning for Autonomous Brokers in Smart Grid

Yang   Yaodong;Hao Jianye; Wang Zan; Sun Mingyang; Strbac Goran

International   Joint Conference on Autonomous Agents and Multiagent Systems; EI CCF A;   Springer; 2018

 



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