Shi FENG

冯时

Associate Professor

Department of Computer Science,

Northeastern University, Shenyang, China

Email: fengshi [at] cse.neu.edu.cn
Office: Room B332-1, Information Building, Northeastern University, China
Address: No.195 Chuangxin Road, Hunnan District, Shenyang, China, 110169

I am a member of NEU Data Mining group. NEU DM group belongs to Data Science and Big Data Technology Group led by professor Ge Yu（于戈）.

 
RESEARCH INTERESTS

·       Opinion Mining and Sentiment Analysis

·       Chatbot

·       Facial Emotion Recognition

 
TEACHING

·       Operation System

·       Data Ming and Knowledge Discovery

 
EDUCATION and EXPERIENCE

·       Mar, 2014 - May, 2014. Visiting Assistant Professor, The Chinese University of Hong Kong Shenzhen Research Institute, Shenzhen, China

·       Jun, 2009 - Jun, 2010. Research Assistant, Dept. of System Engineering and Engineering Management, The Chinese University of Hong Kong, Hong Kong, China

·       Mar, 2007 - Jan, 2011. Ph.D, College of Information Science and Engineering, Northeastern University, China.

·       Sep, 2004 - Mar, 2007. Graduate, College of Information Science and Engineering, Northeastern University, China.

·       Sep, 2000 - Mar, 2004. Undergraduate, College of Information Science and Engineering, Northeastern University, China.

 
RESEARCH FUNDINGS

·       PI. Study on Human-Machine Conversation Text Generation Technique for Emotional Interaction. 2019-2022, National Science Foundation of China (NSFC).

·       PI. Research on Key Techniques of Opinion Mining for Real Time Public Opinion Monitoring in Microblogging Sphere. 2012-2014. National Science Foundation of China (NSFC).

·       PI. Research on Real Time Sentiment Analysis for Massive Social Media Data. Fundamental Research Funds for the Central Universities of China. 2012-2013.

·       PI. Fine-grained Sentiment Analysis for Social Streams. Fundamental Research Funds for the Central Universities of China. 2014-2015.

·       Project member (rank 2nd). Diversified Social Relation Active Learning Based on Social Media Mining. 2018-2021, National Science Foundation of China (NSFC).

·       Project member (rank 2nd). Multi-level Social Media Resource Recommendation based on Generalized Content Analysis, 2014-2017, National Science Foundation of China (NSFC).

 
SELECTED PUBLICATIONS
 

    Pengcheng Lv, Shi Feng, Daling Wang, Yifei Zhang, Ge Yu. PersonaGAN: Personalized Response Generation via Generative Adversarial Networks. DASFAA 2020 (Accepted) (CCF B)
    Weichao Wang, Shi Feng, Wei Gao, Daling Wang, Yifei Zhang. A Cue Adaptive Decoder for Controllable Neural Response Generation. WWW 2020 (Accepted) (CCF A)
    Jia Wei, Shi Feng, Daling Wang, Yifei Zhang, Xiangju Li. Attentional Neural Network for Emotion Detection in Conversations with Speaker Influence Awareness. NLPCC 2019: 287-297
    Weichao Wang, Shi Feng, Daling Wang, Yifei Zhang. Answer-guided and Semantic Coherent Question Generation in Open-domain Conversation. EMNLP 2019: 5065-5075 (CCF B)
    Xiangju Li, Shi Feng, Daling Wang, Yifei Zhang. Context-aware emotion cause analysis with multi-attention-based neural network. Knowledge-Based Systems. 174: 205-218 (2019)
    Longcan Wu, Daling Wang, Shi Feng, Yifei Zhang. MDAL: Multi-task Dual Attention LSTM Model for Semi-supervised Network Embedding. 2019: 468-483 (CCF B)
    Shi Feng, Yaqi Wang, Kaisong Song, Daling Wang, Ge Yu. Attention based Hierarchical LSTM Network for Context-aware Microblog Sentiment Classification. World Wide Web 22(1): 59-81 (2019) (CCF B)
    Xiangju Li, Kaisong Song, Shi Feng, Daling Wang, Yifei Zhang. A Co-attention Neural Network Model for Emotion Cause Analysis with Emotional Context Awareness. EMNLP 2018: 4752-4757 (CCF B)
    Weichao Wang, Shi Feng, Wei Gao, Daling Wang, Yifei Zhang. Personalized Microblog Sentiment Classification via Adversarial Cross-lingual Multi-task Learning. EMNLP 2018: 338-348 (CCF B)
    Shi Feng, Yaqi Wang, Kaisong Song, Daling Wang, Ge Yu. Detecting Multiple Coexisting Emotions in Microblogs with Convolutional Neural Networks. Cognitive Computation 10(1): 136-155 (2018)
    Kaisong Song, Wei Gao, Shi Feng, Daling Wang, Kam-Fai Wong, Chengqi Zhang: Recommendation vs Sentiment Analysis: A Text-Driven Latent Factor Model for Rating Prediction with Cold-Start Awareness. IJCAI 2017: 2744-2750 (CCF A)
    Yaqi Wang, Shi Feng, Daling Wang, Ge Yu, Yifei Zhang: Multi-label Chinese Microblog Emotion Classification via Convolutional Neural Network. APWeb 2016: 567-580
    Yang Wang, Shi Feng, Daling Wang, Yifei Zhang, Ge Yu: Context-Aware Chinese Microblog Sentiment Classification with Bidirectional LSTM. APWeb 2016: 594-606
    Liran Liu, Shi Feng, Daling Wang, Yifei Zhang: An Empirical Study on Chinese Microblog Stance Detection Using Supervised and Semi-supervised Machine Learning Methods. NLPCC/ICCPOL 2016: 753-765
    Kaisong Song, Wei Gao, Ling Chen, Shi Feng, Daling Wang, Chengqi Zhang: Build Emotion Lexicon from the Mood of Crowd via Topic-Assisted Joint Non-negative Matrix Factorization. SIGIR 2016: 773-776 (CCF A)
    Wen Qu, Xiangmin Zhou, Daling Wang, Shi Feng, Yifei Zhang, Ge Yu: Intermediate Semantics Based Distance Metric Learning for Video Annotation and Similarity Measurements. WISE 2016: 227-242
    Kaisong Song, Ling Chen, Wei Gao, Shi Feng, Daling Wang, Chengqi Zhang: PerSentiment: A Personalized Sentiment Classification System for Microblog Users. WWW 2016: 255-258 (CCF A)
    Shi Feng, Kaisong Song, Daling Wang, Ge Yu: A word-emoticon mutual reinforcement ranking model for building sentiment lexicon from massive collection of microblogs. World Wide Web 18(4): 949-967 (2015) (CCF B)
    Kaisong Song, Shi Feng, Wei Gao, Daling Wang, Ling Chen, Chengqi Zhang: Build Emotion Lexicon from Microblogs by Combining Effects of Seed Words and Emoticons in a Heterogeneous Graph. HT 2015: 283-292
    Kaisong Song, Shi Feng, Wei Gao, Daling Wang, Ge Yu, Kam-Fai Wong: Personalized Sentiment Classification Based on Latent Individuality of Microblog Users. IJCAI 2015: 2277-2283 (CCF A)
    Kaisong Song, Daling Wang, Shi Feng, Yifei Zhang, Wen Qu, Ge Yu: CTROF: A Collaborative Tweet Ranking Framework for Online Personalized Recommendation. PAKDD 2014: 1-12
    Shi Feng, Le Zhang, Binyang Li, Daling Wang, Ge Yu, Kam-Fai Wong: Is Twitter A Better Corpus for Measuring Sentiment Similarity? EMNLP 2013: 897-902 (CCF B)
    Daling Wang, Shi Feng, Dong Wang, Ge Yu: Detecting Opinion Drift from Chinese Web Comments Based on Sentiment Distribution Computing. WISE 2013: 72-81
    Shi Feng, Lin Wang, Weili Xu, Daling Wang, Ge Yu: Unsupervised Learning Chinese Sentiment Lexicon from Massive Microblog Data. ADMA 2012: 27-38
    Shi Feng, Jun Pang, Daling Wang, Ge Yu, Feng Yang, Dongping Xu: A novel approach for clustering sentiments in Chinese blogs based on graph similarity. Computers & Mathematics with Applications 62(7): 2770-2778 (2011)
    Shi Feng, Daling Wang, Ge Yu, Wei Gao, Kam-Fai Wong: Extracting common emotions from blogs based on fine-grained sentiment clustering. Knowl. Inf. Syst. 27(2): 281-302 (2011) (CCF B)
    Binyang Li, Lanjun Zhou, Shi Feng, Kam-Fai Wong: A Unified Graph Model for Sentence-Based Opinion Retrieval. ACL 2010: 1367-1375 (CCF A)
    Shi Feng, Daling Wang, Ge Yu, Binyang Li, Kam-Fai Wong: A Chinese Sentence Compression Method for Opinion Mining. AIRS 2010: 320-329
    Shi Feng, Daling Wang, Ge Yu, Binyang Li, Kam-Fai Wong: Summarizing and Extracting Online Public Opinion from Blog Search Results. DASFAA 2010: 476-490 (CCF B)