Research Fields

 注:常年招收有志向、兴趣驱动的硕士生、博士生。请计算机、人工智能、自动化、智能计算等专业感兴趣的同学联系我邮件:fengtian@mail.xjtu.edu.cn

欢迎有上进心、有余力的本科二年级以上同学来团队实习。前期在本团队实习的本科同学,大多数去CMU、TAMU、北京大学等国际知名高校深造。

  • 博士生培养方向---计算机科学与技术:

  1. 云计算与大数据
  2. 智慧教育与人工智能
  3. 机器视觉
  4. 知识自动化
  5. 网络与分布式系统
  6. 网络与信息安全

  • 博士生培养方向---电子信息类不分方向

 

  • 研究内容简介

         研究领域:大数据分析挖掘与智慧教育应用研究。

         研究思路:运用系统科学、人工智能、控制科学、计算机科学、教育学、认知科学、心理学等多个学科的理论与关键技术研究跨模态数据用户行为、情感、认知识别方法;大数据驱动的精准画像及个性化推荐研究;智能教学综合评价综合具体方向如下:

  1. 人工智能与智慧教育
  2. 大数据与云计算
  3. 机器视觉

Science Project

No entries were found.
Project number Project name Project origin Start time Roles Project kind
2022ZD0117102 数据和知识驱动的表征架构与训练优化方法 国务院各部委项目 2023-03~2026-02 负责人 Vertical project
62177038 大数据驱动的大学生学业过程建模、规划与评估分析研究 国家自然科学基金项目 2022-01~2025-12 负责人 Vertical project
2020AAA0108802HZ 人机增强的知识森林智能导学技术 国务院各部委项目 2020-11~2023-10 负责人 Vertical project
20200202 中小学教育教学大数据实时监测系统技术合作协议 其他 2020-01~2021-01 骨干成员 horizontal project
XJTU-2019- 交大-金智智慧教育研究中心 其他 2019-2~ 负责人 horizontal project
61877048 跨模态课堂大数据分析挖掘研究 国家自然科学基金项目 2019-1~ 负责人 Vertical project
20181902 学信网网上人脸确认比对系 统(2018) 其他 2018-10~ 负责人 horizontal project
SKLK16-07 轨道交通云平台计算资源优化调度与文件系统性能建模研究 其他 2017-1~ 负责人 horizontal project
教育部科教司2016-XX 网络教育资源及网络学习行为质量评价体系及系统研究 国家教育部项目 2016-12~ 骨干成员 Vertical project
201612100 基于大数据的学生个体与群体行为分析 其他 2016-12~ 负责人 horizontal project
61472315 e-Learner认知效率建模及自适应调整方法研究 国家自然科学基金项目 2015-1~ 负责人 Vertical project
2013SZS05-p01 海量云存储与共享平台 陕西省 2014-6~ 负责人 Vertical project
2013BAK09B01 国家志愿者公益服务模式、技术方案与标准体系研究 国家攻关项目 2013-1~ 负责人 Vertical project
2012BAH16F02 汉语言文化传播服务关键技术研究 国家攻关项目 2012-1~ 骨干成员 Vertical project
61070072 e-Learning中基于交互文本的情感交互方法研究 国家自然科学基金项目 2011-1~ 负责人 Vertical project
60825202 下一代e-Learning系统的关键理论与技术 国家自然科学基金项目 2009-1~ 骨干成员 Vertical project
2009BAH51B02-1 音乐数字化服务关键技术研究与服务平台开发 国家攻关项目 2009-11~ 负责人 Vertical project
60711130071 基于无线复眼分布式智能环境的机器人导航研究 国家自然科学基金项目 2006-1~ 骨干成员 Vertical project
2006AA04Z222 生物启发的无线复眼导航技术研究 “863”高科技项目 2006-1~ 骨干成员 Vertical project

Patent

No entries were found.
Patent Name Application Number xjtu.gr.patent.type Application Date
一种基于特征重建模型的低分辨率图像人脸表情识别方法 ZL202110055946.8 Invention 2021.01.15
一种基于多阶段MapReduce模型的纳税人偷漏税嫌疑群组检测方法 ZL201510920257.3 Invention 2015.09.20
基于实例获取的非平衡交互文本的话题识别方法 ZL201310403755.1 Invention 2013.09.09
一种基于思维地图的网络学习资源推荐方法 ZL201310370399.9 Invention 2013.08.22
基于纳税人利益关联网络模型的偷漏税关联企业识别方法 ZL201310293435.5 Invention 2013.07.12
一种面向即时交互文本的事件识别与跟踪方法 ZL201110312540.X Invention 2011.12.01
一种Zigbee接入的电动轮椅控制其及控制方法 ZL200910023190.8 Invention 2009.11.01

Awards

No entries were found.
Awards Name Year Awards Type Awards Level Offer
大数据知识工程理论、方法及重大应用 2023 省部级科技成果奖 First Prize 陕西省人民政府
数实融合精准导学关键技术与应用 2023 社会力量科技奖励 First Prize 中国计算机学会
建立三个融合,填补三个空白 打造“一带一路”工程科技人才培养新体系 2019 省部级科技成果奖 一等奖 西安交通大学
首创教学质量实时监测大数据平台 打造采评督帮“四精模式 ”新课堂 2018 其他 二等奖 西安交通大学
首创教育教学质量实时监测大数据平台,科学评教,精准服务,提质增效 2018 省部级科技成果奖 一等奖 西安交通大学
税务大数据计算与服务关键技术及其应用 2017 国家科技进步奖 二等奖 西安交通大学, 浙江税友软件集团
场景感知的移动学习系统关键技术及其应用 2016 局厅级科技成果奖 一等奖 西安交通大学 北京奥鹏远程教育中心有限公司
科技进步奖-推广类<国家税务大数据计算与服务关键技术及其应用> 2015 省部级科技成果奖 一等奖 西安交通大学、税友软件集团股份有限公司
<国家电子税务大数据分析关键技术及其应用>科技进步一等奖 2013 社会力量科技奖励 一等奖 浙江税友、西安交通大学
复杂背景下的图像分割理论及其在工程中的应用 2011 局厅级科技成果奖 二等奖 西安建筑科技大学,西安交通大学

Host Brief Introduction

   田锋,博士,西安交通大学,教授,博士生导师,IEEE高级会员,(2024年1月-至今)陕西省天地网技术重点实验室主任、(2017年7月-至今)大数据算法与分析技术国家工程实验室大数据算法测试与应用示范中心主任,(2022-2028)中国自动化学会智慧教育专委会委员和副主任委员、(2023年-至今)中国教育发展战略学会理事(第四届)、教育大数据专委会常务理事和学术委员会副主任、智能网络与网络安全教育部重点实验室成员。曾多次到英国柏来福大学、考文垂大学访问研究。

        近五年研究方向大数据分析挖掘、智慧教育与人工智能、多模态数据分析与情感计算、推荐算法与系统;多年前的研究方向:复杂系统建模、多智能体系统、Petri网及其应用、智能轮椅。

     主要业绩:结合国家在远程教育、高等教育等多领域的重大需求,在线上-线下智慧教育、税务信息数据处理方向开展了系统研究,先后承担了4项国家自然科学基金项目、1项国家科技支撑计划项目和课题,1项人工智能重大专项课题、1项国家科技支撑计划子课题,并以骨干成员身份参与国家自然科学基金杰出青年项目、国家科技支撑计划、国家重点研发技术、省部级其他项目,且是教育部和陕西省创新团队骨干成员。近年来已在IEEE Trans. on Kowledge and Data Engineering、IEEE Transaction MultiMedia、IEEE Trans. on Systems, Man and Cybernetics、IEEE Trans. on Automation Science and Engineering, IEEE Intelligent Systems, Information Science,《计算机研究与发展》等国内外重要期刊以及IEEE ICDE、AAAI、EMNLP等国际会议上发表学术论文100多篇,SCIEI检索100多次,(Google Scholar上被引次数);申请国家发明专利10余项,已授权7项;参与出版著作2部。获2023年CCF科技进步一等奖(第二完成人)、2022年、2018年国家教学成果奖二等奖(均为第二完成人)、2017年国家科技进步二等奖(第四完成人)、2022年陕西自然科学一等奖(第四完成人,已公示)、2019年陕西省教学成果奖(第四完成人),2017年陕西省教学成果特等奖(第二完成人)、2017年西安交通大学本科教学成果特等奖(第二完成人)、2017年陕西省高等学校科学技术奖一等奖(第五完成人)、2016年中国专利优秀奖(排名第二)、2015年教育部科技进步一等奖(第四完成人)、2011年获陕西高等学校科学技术奖二等奖(第三完成人)、2020年中国自动化学会科技进步特等奖(第十完成人)、2013年中国电子学会科技进步一等奖(第五完成人)、2012IEEE 教育技术分会年会(IEEE ICALT2012)最佳短文奖、2020年王宽诚育才奖(10/3551全校)、第八届“互联网+”国际创新创业大赛金奖(排名指导教师第三)

 

<2025>

[1]. 朱海萍;王子瑜;赵成成;陈妍;刘均;田锋*, 基于时空多粒度兴趣建模的学习资源推荐方法, 计算机研究与发展,2025,(网络首发2024.11.18, CNKI:https://link.cnki.net/urlid/11.1777.TP.20241118.1445.002)

[2] Qidong Liu, Xian Wu, Wanyu Wang, Yejing Wang, Yuanshao Zhu, Xiangyu Zhao, Feng Tian, Yefeng Zheng, LLMEmb: Large Language Model Can Be a Good Embedding Generator for Sequential Recommendation, Accepted by AAAI2025

[3] Wenbin An, Haonan Lin, Jiahao Nie, Feng Tian, Wenkai Shi, Yaqiang Wu, QianYing Wang, Ping Chen, Unleashing the Potential of Model Bias for Generalized Category Discovery, Accepted by AAAI2025

[4]Fang Nan, etc.  Density-aware and Depth-aware Visual Representation for Zero-Shot Object Counting, ICASSP 2025, CCF B, accepted (CCF B)

[5]Fang Nan, etc.  Exploring Triple Knowledge Cues for Zero-Shot Human-Object Interaction Detection, ICASSP 2025, CCF B, accepted (CCF B)

[6]Haonan Miao, etc. Using Depth-Enhanced Spatial Transformation for Student Gaze Target Estimation in Dual-View Classroom Images, ICASSP 2025, CCF B, accepted (CCF B)

 

<2024>

[1]. Wenbing An, Feng Tian*, Wenkai Shi, Yan Chen, Yaqiang Wu, Qianying Wang*, Ping Chen. Transfer and Alignment Network for Generalized Category Discovery, AAAI2024 (Main track,CCF  A, 西交大最具影响力会议)

[2]. Wenkai Shi, Wenbin An, Feng Tian*,Yan Chen, Yaqiang Wu, Qianying Wang, Ping Chen.. A Unified Knowledge Transfer Network for Generalized Category Discovery, AAAI2024 (Main track,CCF  A, 西交大最具影响力会议)

[3]. Haochen Han, Qinghua Zheng, Minnan Luo, Kaiyao Miao, Feng Tian, Yan Chen. Noise-Tolerant Learning for Audio-Visual Action Recognition, IEEE Transaction on Multimedia, (2024, Accepted,Early Access URL, CCF  A, 西交大最具影响力期刊)

[4] Haonan Lin, Wenbin An, Yan Chen*, Feng Tian, Yaoyu Zhe, Wei Ding, Qianying Wang, Ping Chen, A Tri-Branch Network with Prototype-aware Matching for Universal Category Discovery, ICME (accetped, CCF B)

[5] Wenbin An, Feng Tian, Wenkai Shi, Haonan Lin, Yaqiang Wu, Mingxiang Cai, Luyan Wang, Hua Wen, Lei Yao, Ping Chen, DOWN: Dynamic Order Weighted Network for Fine-grained Category Discovery, Knowledge-based Systems, 2024,(accepted, 中科院1区,西交大最具影响力期刊, URL)

[6] Qidong Liu, Xian Wu*, Xiangyu Zhao*, Yuanshao Zhu, Derong Xu, Feng Tian* and Yefeng Zheng, When MOE Meets LLMs: Parameter Efficient Fine-tuning for Multi-task Medical Applications. ACM SIGIR 2024 (accepted in main track, CCF A)

[7] Dailusi Ma, Haiping Zhu,  Siji Liao, Yan Chen, Feng Tian*, Ping Chen, Learning Path Recommendation with Multi-behavior User Modeling and Cascading Deep Q Networks, Knowledge-based Systems, 2024, (accepted, 中科院1区,西交大最具影响力期刊, URL)

[8] Tianliang Qi; Yujie Li; Weihua Ji; Kuo-Ming Chao; Yan Chen; Haiping Zhu; Caixia Yan; Zhihai Suo; Mo Xu; Jun Liu; QingHua Zheng; Feng Tian*, Multiple GRAphs-oriented Random wAlk (MulGRA2) for Social Link Prediction, Information Science, (CCF B, 中科院1区,西安交通大学最具影响力期刊, 50 day free access)

[9] Wenbin An, Wenkai Shi, Feng Tian, Haonan Lin, QianYing Wang, Yaqiang Wu, Mingxiang Cai, Luyan Wang, Yan Chen, Haiping Zhu, Ping Chen, Generalized Category Discovery with Large Language Models in the Loop,  ACL Findings, 2024, (Accepted).

[10]Yaqiang Wu, Hui Zhu, Chenyang Wang, Fujian Song, Haiping Zhu, Yan Chen, Qinghua Zheng, FENG TIAN*, Programming Knowledge Tracing Based on Heterogeneous Graph Representation, Knowledge-based Systems, 2024 (Accepted, 西交大最具)

[11] Haonan Lin, Wenbin An, Jiahao Wang, Yan Chen, Feng Tian, Mengmeng Wang, QianYing Wang, Guang Dai, Jingdong Wang, Flipped Classroom: Aligning Teacher Attention with Student in Generalized Category Discovery, accepted at NeurIPS 2024 as Oral

[12] Qidong Liu, Xian Wu, Xiangyu Zhao, Yejing Wang, Zijian Zhang, Feng Tian, Yefeng Zheng,LLM-ESR: Large Language Models Enhancement for Long-tailed Sequential Recommendation, accepted at NeurIPS 2024 as Spotlight

[13] Haonan Lin, Mengmeng Wang, Jiahao Wang, Wenbin An, Yan Chen, Yong Liu, Feng Tian, Guang Dai, Jingdong Wang, QianYing Wang,Schedule Your Edit: A Simple yet Effective Diffusion Noise Schedule for Image Editing,accepted at NeurIPS 2024 as Poster

[14] Qidong Liu, Zhaopeng Qiu, Xiangyu Zhao, Xian Wu, Zijian Zhang, Tong Xu, Feng Tian, A Contrastive Pretrain Model with Prompt Tuning for Multi-center Medication Recommendation, In ACM Transactions on Information Systems , 2024. Accept.

 

<2023>

[1]. Wenbing An, Feng Tian, Qinghua Zheng, Wei Ding, Qianying Wang, Ping Chen. Generalized Category Discovery with Decoupled Prototypical Network, AAAI2023 (Main track,CCF  A, 西交大最具影响力会议,URL)

[2]. Qidong Liu, Feng Tian*, Qinghua Zheng, Disentangling Interest and Conformity for Eliminating Popularity Bias in Session-Based Recommendation, Knowledge and Information Systems, 2023, (CCF  B, 中科院2区)

[3].Wenbing An, Feng Tian, Ping Chen, Qinghua Zheng, Wei Ding. New User Intent Discovery with Robust Pseudo Label Training and Source Domain Joint-training, IEEE Intelligent Systems, (IF=6.744, CCF  B, 中科院1区,西交大最具影响力期刊,URL)

[4]. Wenbing An, Feng Tian, Ping Chen, Qinghua Zheng, Aspect-based Sentiment Analysis with Heterogeneous Graph Neural Network, IEEE Transactions on Computational Social Systems, 2022, (Feb, 2023, Vol.10(1): 403-412,DOI: 10.1109/TCSS.2022.3148866

[5]. Fang Nan, Feng Tian, Yaozhi Wang, Qidong Liu, Yanze Wu, Jizhong Zhang, Huan Li, Haiping Zhu, Yuzhe Yao, Heng Zhang, Yaqiang Wu and Qinghua Zheng, Inferring Actions and Joint Attention From Dual-view Classroom Videos, AAAI 2023 workshop AI4Edu

[6]. Qidong Liu, Fan Yan, Xiangyu Zhao*, Zhaocheng Du, Huifeng Guo, Ruiming Tang and Feng Tian. Diffusion Augmentation for Sequential Recommendation. The 32nd International Conference on Information and Knowledge Management, CIKM'23, (CCF  B)

[7]. Wenbin An, Feng Tian*, Wenkai Shi, Yan Chen, Qinghua Zheng, QianYing Wang, Ping Chen,DNA: Denoised Neighborhood Aggregation for Fine-grained Category Discovery, EMNLP2023 (CCF  B)

[8]. Wenkai Shi, Wenbin An, Feng Tian*, Qinghua Zheng, QianYing Wang, Ping Chen,A Diffusion Weighted Graph Framework for New Intent Discovery, EMNLP2023 (CCF  B)

 

<2022>

[1]. Fang Nan, Wei, Jing, Feng Tian*, Kun-Min Chao, Qinghua Zheng, Feature Super-Resolution Based Facial Expression Recognition for Multi-scale Low-Resolution Images, Knowledge-Based System. 2022, 25 Jan. , Vol. 236, 107678. ( open access:URL, Github code: URL)(IF=8.139, 中科院1区,西交大最具影响力期刊)

[2]. Wenbin An, Feng Tian, Ping Chen, Siliang Tang, Qinghua Zheng and QianYing Wang, Fine-grained Category Discovery under Coarse-grained supervision with Hierarchical Weighted Self-contrastive Learning, EMNLP 2022. (Accepted, URL(arxiv.org/abs/2210.07733)) (CCF B)

[3]. 施文楷,田锋,陈妍,朱海萍,李子文,武亚强,王茜莹,郑庆华。基于深度学习的学习者专注度检测方法研究,中国自动化大会2022,(录用)

[4]. Yan Chen, Ganglin Wei, Jiaxin Liu, Yunwei Chen, Qinghua Zheng, Feng Tian, Haiping Zhu, Qianying Wang, Yaqiang Wu, A Prediction Model of Student Performance Based on Self-attention Mechanism, Knowledge and Information Systems, ( accepted to be published,DOI) (CCF B)

 

<2021>

[1]. Yanxiang Feng, MengChu Zhou, Feng Tian, Chao-Bo Yan, KeyiXing, Deadlock Prevention Controller for Automated Manufacturing Systems modelled by S4PR, IEEE Transaction on Systems, Man and Cybernetics: Systems, Volume: 51(12), 2021, 7403 - 7412.

[2]. 朱海萍,赵成成,刘启东,郑庆华,曾疆维,田锋*, 陈妍,基于互惠性约束的可解释就业推荐方法[J],计算机研究与发展,2021, 58(12):  2660-2672.  doi:10.7544/issn1000-1239.2021.20211008 (CCF A)

[3]. Phakjira Sombatpiboonporn, Feng Tian, Jizhong Zhang, Xu Liu and Wei Jing, Human Segmentation for Classroom Video: dealing with the small size overlapped and distorted human, IEEE ICEBE 2020/2021, Nov. 12-14. (Best Paper)

 

<2020>

[1].  Yanxiang Feng, KeyiXing, MengChu Zhou, HeFeng Chen, Feng Tian, Polynomial-Complexity Robust Deadlock Controllers for a class of Automated Manufacturing Systems with Unreliable Resources using Petri nets, Information Science. 2020, 533:181-199, URL) (CCF B, IF= 6.795中科院1区,西交大最具影响力期刊)

[2]. Feng Tian*, Qinghua Zheng, Kuo-Ming Chao, Current and Future of Technologies and Services in Smart e-Learning, Service Oriented Computing and Application, 2020,  (published: URL)

[3].  Qidong Liu, Feng Tian, Weihua Ji, et. al, A New Representation Learning Method for Individual Treatment Effect Estimation Split Covariate Representation Network, Proceeding of Machine learning Research(ACML 2020), vol. 129:811-822, 2020 

[4]. Fan Wu, Qinghua Zheng, Feng Tian*, Zhihai Suo, Yuan Zhou, Kuo-Ming Chao, Mo Xu, Nazaraf Shah, Jun Liu, Fei Li,  Supporting poverty-stricken college students in smart campus, Future Generation Computer Systems, Volume 111, October 2020, Pages 599-616 (URL) (IF=7.187, CCF B 中科院1区,西交大最具影响力期刊)

[5]. Yan Chen; Qinghua Zheng; Shuguang Ji; Feng Tian*; Haiping Zhu; Min Liu, Identifying at-risk students based on Phased Prediction Model, Knowledge and Information Systems, 2020, 62(3): 987-1003(URL)(CCF B)

<2019>

[1]. Tian Ma, Feng Tian*, Bo Dong, Ordinal Optimization Based Performance Model Estimation Method for HDFS, IEEE ACCESS, 2019, Vol.8, 889 - 899. (URL:https://ieeexplore.ieee.org/document/8943962, IF=4.098)

[2]. Jia Yue, Feng Tian*, Kuo-Ming Chao, Nazaraf Shah, Longzhuang Li, Yan Chen, Qinghua Zheng. Recognizing Multidimensional Engagement of E-learners Based on Multi-channel Data in E-learning Environment, IEEE Access, Dec. 2019, Vol.7(1):149554-149567. (IF=4.098, published on-line, DOI:10.1109/ACCESS.2019.2947091)

[3].   Rong Zhang, Yaxing Chen, Dong Bo, Feng Tian*, etc. A Genetic Algorithm-based Energy-efficient Container Placement Strategy in CaaS,  IEEE Access, 2019 vol 7 (1), 121360-121373, IF=4.098, DOI: 10.1109/ACCESS.2019.2937553)

[4] Yanxiang Feng ; Keyi Xing ; Mengchu Zhou ; Feng Tian; Huixia Liu, Structural Liveness Analysis of Automated Manufacturing Systems Modeled by S4PRs, IEEE Trans. Automation Science and Engineering, 2019, Page(s):1-8 (西交大最具影响力期刊)

[5]. Feng Tian, Fan Wu, Xiang Fei, Nashalaf Shah, Qinghua Zheng, Yuanyuan Wang, Improving generalization ability of instance transfer-based imbalanced sentiment classification of turn-level interactive Chinese texts,Service Oriented Computing and Applications, (DOI)

[6]. 郑庆华,董博,钱步月,田锋,魏笔凡,张未展,刘均智慧教育研究现状与发展趋势, 计算机研究与发展, 2019, 56(1), 209-224. (CCF A)

[7]. Y. Wang, Z. Yang, F. Tian, F. Wu, Y. Chen and Q. Zheng, "ELMo-ACSA based Multi-aspect View Mining of Students’ Reviews on Teaching," 2019 5th International Conference on Big Data and Information Analytics (BigDIA), Kunming, China, 2019, pp. 78-83. doi: 10.1109/BigDIA.2019.8802779

[9]. Tian Ma, Feng Tian*, Bo Dong, Ordinal Optimization Based Performance Model Estimation Method for HDFS, IEEE ACCESS, (Accepted, IF=4.098)

<2018>

[1].     Haiping Zhu, Yifu Ni, Feng Tian*, Pei Feng, Yan Chen, Qinghua Zheng, A group-oriented recommendation algorithm based on similarities of personal learning generative networks, IEEE Access, Vol. 6, 2018, pp:42729-42739.

[2].     Feng Tian, Jia Yue, Xing Wan, Qinghua Zheng, Kuo-Ming Chao, Qinghua Zheng, Learning State Recognition Based on Multi-channel Data Fusion, CVPR2018 workshop on Vision Meets Cognition: Functionality, Physics, Intentionality and Causality, Salt Lake City, USA, 2018 

[3].     Haiping Zhu, Feng Tian*, Ke Wu, Nazaraf Shah, Yan Chen, Yifu Ni, Xinhui Zhang, Kuo-Ming Chao, Qinghua Zheng, A Multi-Constraint Learning Path Recommendation Algorithm Based on Knowledge Map, Knowledge-based Systems, 2018, 143:102-114.     (Accepted, IF=4.529) (中科院1区,西交大最具影响力期刊)

[4].     Rong Zhang, Feng Tian*, Xiaochun Ren, Yaxing Chen, Kuoming Chao, Ruo-meng Zhao, Bo Dong, Wei Wang. Associate Multi-Task Scheduling Algorithm based on Self-adaptive Inertia Weight Particle Swarm Optimization with Disruption Operator and Chaos Operator in Cloud Environment, Service-Oriented Computing and Application2018 (3) :1-8

[5].     Yanping Chen, Qinghua Zheng, Feng Tian, Huan Liu, Yazhou Hao, Nazaraf Shah, Exploring Open Information via Event Network, Natural Language Engineering, 2018, 24(2), 199-220.

[6].     Rang Zhang, A-min Zhong, Bo Dongoing, Feng Tian*, Rui Li, Container-VM-PM Architecture: A Novel Architecture for Docker Container Placement, International Conference on Cloud Computing, 2018,128-140.

[7].    Longzhuang Li, Feng Tian, Yonghuai Liu, Shanxian Mao, Approximate Top-K Answering under Uncertain Schema Mappings, Data & Knowledge Engineering. 2018 (Accepted, IF=1.467) (CCF  B)

<2017>

[1].     Feng Tian, Tian Lan, Kuo-Ming Chao, Nick Godwin, Qinghua Zheng, Nazaraf Shah, Mining Suspicious Tax Evasion Groups in Big Data,(Extended Abstract), IEEE ICDE 2017.

[2].    Feng Tian, Rong Zhang, Jacek Lewandowski, Kuo-Ming Chao, Longzhuang Li and Bo Dong, Deadlock-free migration for Virtual Machine Consolidation using Chicken Swarm Optimization Algorithm, Journal of Intelligent & Fuzzy Systems,   vol. 32, no. 2, pp. 1389-1400, 2017, (IF=1.004) 

<2016>

[1].      Feng Tian, Tian Lan, Kuo-Ming Chao, Nick Godwin, Qinghua Zheng, Nazaraf Shah, Mining Suspicious Tax Evasion Groups in Big Data, IEEE Trans. On Knowledge and Data Engineering, VOL. 28, NO. 10, OCTOBER 2016, 2651-2664. (IF=2.067) (CCF A,西交大最具影响力期刊)

[2].      Feng Tian, Kuo-Ming Chao, Zuren Feng, Keyi Xing, Nazaraf Shah, Using Wireless Visual Sensor Network to Harmonically Navigate Low-Cost Multi-Wheelchairs in Indoor Environment, Journal of Network and Computer Application, Vol. 62, February 2016, Pages 88–99.  (IF=2.331, 5-year IF=2.485) (CCF B, 中科院2区)

[3].     Feng Tian, Fan Wu, Kuo-Ming Chao, Qinghua Zheng, Nazaraf Shah, Tian Lan, Jia Yue, A Topic Sentence-based Instance Transfer Method for Imbalanced Sentiment Classification of Chinese Product Reviews, Electronic Commerce Research and Applications, Volume 16, March–April 2016, Pages 66–76, (IF=2.139, 5-year IF=2.831)

[4].     Qinghua Zheng; Rui Li; Xiuqi Li; Nazaraf Shah; Jianke Zhang; *FENG TIAN; Kuo-Ming Chao; Jia Li, Virtual Machine Consolidated Placement Based on Multi-Objective Biogeography-Based Optimization, Future Generation Computer Systems, 2016,  54:96-122.  (IF=2.786, 5-year IF=2.464)(CCF B, 中科院1区,西交大最具影响力期刊)

[5].  Yanping Chen, Qinghua Zheng, Feng Tian, and Deli Zheng, A Segmentation Matrix Method for Chinese Segmentation Ambiguity Analysis, Computational Linguistics and Chinese Language ProcessingVol. 21, No. 1, June 2016, pp. 1-28. 

<2015>

[1].     Feng Tian, Tian Ma, Dong Bo, Qinghua Zheng, PWLM3-based Automatic Performance Model Estimation Method for HDFS Write and Read Operations, Future Generation Computer Systems, 2015, Vol. 50, 127–139.(IF=2.430, 5-year IF=2.335)(CCF B, 中科院1区,西交大最具影响力期刊)

<2014>

[1].      Feng Tian, Pengda Gao, L. Li, Weizhan Zhang, H. Liang, Y. Qian, R. Zhao, Recognizing and regulating e-learners’ emotions based on interactive Chinese texts in e-learning systems, Knowledge-Based Systems, 2014, 55:148-164. (IF=2.947, 5-year IF=3.011)

[2].      Dong Bo, Qinghua Zheng, *Feng Tian, Kuo-Ming Chao, Nick Godwin, Tian Ma, Haipeng Xu, Performance Models and Dynamic Characteristics Analysis for HDFS Write and Read Operations: a Systematic View. Journal of Systems and Software, 2014, 93:132–151.  (IF=1.352,  5-year IF=1.485) (CCF B)

[3].      Jiwei Qin, Qinghua Zheng, *Feng Tian, Deli Zheng, An Emotion-oriented Music Recommendation Algorithm Fusing Rating and Trust, International Journal of Computational Intelligence Systems, April 2014, 7(2):371-381. (IF=0.574,  5-year IF=0.916)

<2012>

[1].   Dong Bo, Qinghua Zheng, *Feng Tian, Kuo-Ming Chao, Rui Ma, R Anane, An optimized approach for storing and accessing small files on cloud storage, Journal of Network and Computer Applications, 2012, 35 (6):1847-1862 (IF=1.467,  5-year IF=1.251) (CCF B)

[2].   Weizhan Zhang, Qinghua Zheng, Haifei Li, *Feng Tian, An overlay multicast protocol for live streaming and delay-guaranteed interactive media. Journal of Network and Computer Applications, 2012, 35:2028.(IF=1.467,  5-year IF=1.251) (CCF B)

<2009-2012>

[1].   Keyi Xing,  MengChu Zhou, Huixia Liu, Feng Tian, Resource Transition Circuits and Siphons for Deadlock Control of Automated Manufacture, IEEE  TRANS. ON SYS., MAN, AND CYBER. A, 2012, Vol. 41, No. 1, pp. 74 - 85.

[2].   Ping Jiang; Zuren Feng; Yongqiang Cheng; Yuanxiang Ji; Jin Zhu; Xiaonian Wang; Feng Tian; John Baruch; Fun HuA Mosaic of Eyes, IEEE Robotics & Automation Magazine, 2011, Volume: 18, Issue: 3, pp: 104 - 113.

[3].   Keyi Xing, MengChu Zhou, Huixia Liu, Feng TianOptimal Petri-net-based polynomial-Complexity deadlock-avoidance policies for automated manufacturing systems, IEEE TRANS. ON SYS., MAN, AND CYBER. A, 2009, Vol. 38, No. 1, pp. 188-199.

<发表国际会议论文>

<2013>

[1].   Bing Zeng, Feng Tian, Boqin Feng, Qinghua Zheng, etc. A Study on Algorithm for the Mining Subgraph in Thinking Map, IEEE HPCC 2013. 

<2012 >

[1].   Feng Tian, Zuren Feng, Coordinating the Navigation of Multiple Wheelchairs in Indoor Environment with Wireless Sensor Networks, IEEE/ACM international conference on distributed smart camera, 2012, Hongkong. PP:1 – 6.

[2].   Feng Tian, huijun liang, Longzhuang Li, Qinghua Zheng, Sentiment Classification In Turn-level Interactive Chinese Texts of E-Learning Applications, IEEE ICALT2012,  2012 , Page(s): 480 – 484.

<2011>

[1].   Feng TianBaicheng An, Deli Zheng, Jiwei Qin, Qinghua Zheng and Yang Yang, e-Learning Oriented Emotion Regulation Mechanism and Strategies in Interactive Texts Applications, 15th International Conference on Computer Supported Cooperative Work in Design, 2011.pp: 702-709

[2].   Feng Tian, huisan Zhang, Longzhuang Li, Qinghua Zheng, Yang Yang, Visualizing e-Learner Emotion, Topic, and Group Structure In Chinese Interactive texts, , IEEE International Conference on Advanced Learning Technology 2011, Athens, GA, 587-589.

[3].   Jiwei Qin, Qinghua Zheng, Feng Tian, A trust-personality mechanism for emotion compensation, IEEE International Conference on Advanced Learning Technology 2011, Athens, GA.

[4].   Feng Tian, Qinghua Zheng, deli Zheng. Mining Patterns of e-Learner Emotion communication in Turn Level of Chinese Interactive Text Experiments and Findings. 14th International Conference on Computer Supported Cooperative Work in Design, 2010. pp: 664 – 670.

[5].   Cheng Zheng, Qinghua Zheng, Zheng Zhou, Feng Tian. A method for large cross-language lexicon management based on collaborative work of hash family and double-array trie. 14th International Conference on Computer Supported Cooperative Work in Design, 2010.pp: 658 - 663

[6].   Feng, Tian; Qinghua, Zheng; Ruomeng, Zhao; Tonghao, Chen; Xinyan, Jia Can e-learner's emotion be recognized from interactive chinese texts?. Proceedings of the 2009 13th International Conference on Computer Supported Cooperative Work in Design, CSCWD 2009, p 546-551, 2009 

[7].   Xinyan Jia,  Silamu, W.,  Feng Tian, Ruomeng Zhao. An E-learner's Emotion Model of Text Using: I. Fundamental Issues for a DDE Model[C]. 2009 Ninth IEEE International Conference on Advanced Learning Technologies. Riga, Latvia, 2009, pp: 120-124

[8].   Wang, yanye, zheng, qinghua, Huang, Zhibin, Tian, Feng. A domain ontology-based navigation learning system, Proceedings of the 2008 12th International Conference on Computer Supported Cooperative Work in Design, CSCWD2008, Xian, China, p 1065-1070

[9].   Feng Tian, Shibing Wang, Cheng zheng, Qinghua Zheng, Research on e-learner personality grouping based on fuzzy clustering analysis, Proceedings of the 2008 12th International Conference on Computer Supported Cooperative Work in Design, CSCWD2008, Xian, China, 1035-1040

[10].   Zheng, Qinghua; Dong, Bo; Tian, Feng; Chen, Wei, A service-oriented approach to integration of e-learning information and resource management systems, Proceedings of the 2008 12th International Conference on Computer Supported Cooperative Work in Design, CSCWD2008, Xian, China, 1047-1052

[11].   Zheng, Cheng; Shen, Weiming; Zheng, Qinghua; Tian, Feng, Design and implementation of a collaborative conference management system, Proceedings of the 2008 12th International Conference on Computer Supported Cooperative Work in Design, Proceedings of the 2008 12th International Conference on Computer Supported Cooperative Work in Design, CSCWD2008, Xian, China, 5-10

[12].   Feng TIAN, Qinhua Deng, Zuren FENG and Ping JIANG. Artificial Immune Network based Robot Behavior Coordination Under Wireless NetworkThe Second International Conference on Pervasive Computing and Applications (ICPCA07), IEEE Press, July 26-27, 2007, Birmingham, UK72-77 

[13].   Qinhua Zheng, Lili Li, Feng Tian, Jiao Ding, English Articles Adaptive Recommendation System Using IRT, International Conference of Web based Learning, 2007, Edenburg, URL: http://www.hkws.org/events/icwl2007/

[14].   Feng Tian, Qinghua Zheng, Zhiyong Gong, Du Jin: Personalized Learning Strategies in e-Learning Environment,Proceedings of the 2007 11th International Conference on Computer Supported Cooperative Work in Design. 2007. pp: 973-978. 

[15].   Xiyuan Wu, Qinghua Zheng, Feng Tian, Xiaoli Zhang: An Approach of Optimizing Learner Model for Personalized Distance Learning/Training. Proceedings of the 2007 11th International Conference on Computer Supported Cooperative Work in Design,: 995-1000

[16].   Feng Tian, Keyi Xing, Renhou Li: Workflow Analysis based on Estimate of Fuzzy and Statistical Data, IEEE International Conference on e-Business Engineering , 24-26, Oct., 2006, Shanghai, China, pp: 203-206

[17].   Keyi Xing, Feng Tian, Hongbin Xu, and Baosheng Hu: Optimal Polynomial Complexity Deadlock Avoidance Policies for Manufacturing Systems with Flexible RoutingsProceeding of the 2006 IEEE Conference on Automation Science and Engineering Shanghai, China, October 7-10, 2006, pp:460-465

[18].   Tian Feng, Li Renhou, A Fuzzy Critical Path Method based Scheduling Approach for Collaboration Process, Proceeding of IEEE CSCWD2006, 3~5, May, 2006, Nanjing, China, pp. 95-100. 

[19].   Tian Feng, Li Renhou, Chen Bo, Zheng Qinghua, An Approach Based on Question Answering Mechanism for Handling Unexpected Exceptions in Collaborative Design, Proceeding of IEEE CSCWD2006, 3-5, May, 2006, Nanjing, China, pp. 301-305.

[20].   Tian Feng, Li Renhou, The CSCW Analysis Method based on Fuzzy-timing High-level Petri Nets, in Proceedings of IEEE ICMLC-2003, Xi’an

[21].   Tian Feng, Li Renhou, Knowledge based Approach for Modeling Collaborative Processes, in Proceedings of ICIIT-2002, Posts & Telecom Press, Beijing, 2002

发表国内期刊文章:

(第一作者和通信作者)

[1].   郑永煌,李人厚,田锋*,基于邻域粗糙集自适应调整剪枝门限的免疫网络故障诊断算法信息与控制,2011, Vol. 40, No. 2. 221-226(通信作者)

[2].   田锋,罗印升,李人厚,何波等,基于免疫机制的协同设计异常处理方法,西安建筑科技大学学报,2004p453-456

[3].   田锋,李人厚,张金成,基于多Agent的计算机协同设计异常处理,计算机工程,2004 Vol.30, No.16, pp.65~66.84

[4].   田锋,李人厚,张金成,模糊定时高级Petri网的协同设计活动建模和分析,计算机辅助设计及图形学学报,2004,Vol.16, No.3, 267-274 

[5].   田锋,李人厚等,多Agent的计算机支持协同设计异常处理模型分析,西安交通大学学报,2004Vol.38,No.4,pp.392~395

[6].   田锋,李人厚等,基于赋时着色Petri网的协同工作建模和性能研究,西安交通大学学报, 2003, 37(6): 560-564

[7].   田锋,李人厚等,协同设计中人力资源、组织和知识管理的研究,系统工程理论与实践, 200323(7):17-23

[8].   田锋,李人厚等,协同设计过程中互操作性的研究,西安交通大学学报, 200337(2): 179-183

[9].   田锋,李人厚,基于知识的协同设计工作过程建模,计算机应用研究,2003, 20(7): 10-12

 (合著文章)

[1].   秦继伟,郑庆华,田锋,王康,一种融合信任和用户情感偏好的协同过滤算法,软件学报,2013,24(S2):61-72

[2].   邢科义,田锋,杨小军,胡保生,多项式时间复杂性避免制造系统死锁策略,自动化学报,2007, vol. 33, No. 8, 893-896

[3].    Keyi XING, Feng Tian, Xiaojun Yang. Optimal Deadlock Avoidance Petri Net Supervisors for Automated Manufacturing Systems, Journal of Control Theory and Applications 2007,5(2): 152-158, in English

[4].    秦继伟,郑庆华,田锋一种采用偏最小二乘回归的情绪调节策略预测模型[J]. 西安交通大学学报(自然版),201106:46-49.

[5].   秦继伟,郑庆华,郑德立,田锋,结合评分-信任的协同推荐算法 [J]. 西安交大学报,(自然版). Vol.47 (4). 2013100-105