Research Interests

Social Media Processing

Sentiment Analysis

Data Mining

Information Retrieval

Selected Publication

since 2014:

Shifeng Li, Shi Feng, Daling Wang, Kaisong Song, Yifei Zhang, Weichao Wang: EmoElicitor: An Open Domain Response Generation Model with User Emotional Reaction Awareness. Accepted by IJCAI2020 (CCF A)

Pengcheng Lv, Shi Feng, Daling Wang, Yifei Zhang, Ge Yu: PersonaGAN: Personalized Response Generation via Generative Adversarial Networks. Accepted by DASFAA 2020 (CCF B)

Weichao Wang, Shi Feng, Wei Gao, Daling Wang, Yifei Zhang: A Cue Adaptive Decoder for Controllable Neural Response Generation. WWW 2020: 2570-2576 (CCF A)

Weichao Wang, Shi Feng, Daling Wang, Yifei Zhang: Answer-guided and Semantic Coherent Question Generation in Open-domain Conversation. EMNLP 2019: 5069-5079 (CCF B)

Qian Li, Hui Su, Cheng Niu, Daling Wang, Zekang Li, Shi Feng and Yifei Zhang: Answer-Supervised Question Reformulation for Enhancing Conversational Machine Comprehension. MRQA (EMNLP Workshop) 2019: 38-47

Qiao Liao, Xiangmin Zhou, Daling Wang, Shi Feng, Yifei Zhang: Role-Based Clustering for Collaborative Recommendations in Crowdsourcing System. ER 2019: 287-301 (CCF C)

Jia Wei, Shi Feng, Daling Wang, Yifei Zhang, Xiangju Li: Attentional Neural Network for Emotion Detection in Conversations with Speaker Influence Awareness. NLPCC (2) 2019: 287-297 (CCF C)

Longcan Wu, Daling Wang, Shi Feng, Yifei Zhang, Ge Yu: MDAL: Multi-task Dual Attention LSTM Model for Semi-supervised Network Embedding. DASFAA (1) 2019: 468-483 (CCF B)

Jinglian Liu, Daling Wang, Shi Feng, Yifei Zhang. A Novel Local Community Detection Approach Based on Fuzzy Similarity Relation. (Accepted by Chinese Journal of Computer) (China’s Top Journal)

Xiangju Li, Shi Feng, Daling Wang, Yifei Zhang: Context-aware emotion cause analysis with multi-attention-based neural network. Knowledge-Based Systems. 174(6): 205-218 (2019) (CCF C)

Jinglian Liu, Daling Wang, Shi Feng, Yifei Zhang, Weiji Zhao: Learning Distributed Representations for Community Search Using Node Embedding. Frontiers Comput. Sci. 13(2): 437-439 (2019) (CCF C)

Shi Feng, Yang Wang, Liran Liu, 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)

Yu Xiong, Xiangmin Zhou, Yifei Zhang, Shi Feng, Daling Wang: Cross the data desert: generating textual-visual summary on the evolutionary microblog stream. Multimedia Tools Appl. 78(6): 6409-6440 (2019) (CCF C)

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)

Hongliang Xie, Shi Feng, Daling Wang, Yifei Zhang: A Novel Attention Based CNN Model for Emotion Intensity Prediction. NLPCC (1) 2018: 365-377

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)

Wen Qu, Daling Wang, Shi Feng, Yifei Zhang, Ge Yu: A novel cross-modal hashing algorithm based on multimodal deep learning. SCIENCE CHINA Information Sciences 60(9): 092104:1-092104:14 (2017) (CCF B)

Yu Xiong, Yifei Zhang, Daling Wang, Shi Feng: Picture or it didn't happen: catch the truth for events. Multimedia Tools Appl. 76(14): 15681-15706 (2017) (CCF C)

Mingzhou Yang, Daling Wang, Shi Feng, Yifei Zhang: An Empirical Study on Learning Based Methods for User Consumption Intention Classification. NLPCC 2017: 910-918

Faliang Huang, Shi Feng, Daling Wang, Ge Yu. Mining Topic Sentiment in Microblogging Based on Multi-feature Fusion. Chinese Journal of Computer, 40(4): 872-888 (2017) (in Chinese) (China’s Top Journal)

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)

Kaisong Song, Ling Chen, Wei Gao, Shi Feng, Daling Wang, Chengqi Zhang: PerSentiment: A Personalized Sentiment Classification System for Microblog Users. WWW (Companion Volume) 2016: 255-258 (CCF A)

Yaqi Wang, Shi Feng, Daling Wang, Ge Yu, Yifei Zhang: Multi-label Chinese Microblog Emotion Classification via Convolutional Neural Network. APWeb (1) 2016: 567-580 (CCF C)

Yang Wang, Shi Feng, Daling Wang, Yifei Zhang, Ge Yu: Context-Aware Chinese Microblog Sentiment Classification with Bidirectional LSTM. APWeb (1) 2016: 594-606 (CCF C)

Chu Wang, Daling Wang, Shi Feng, Yifei Zhang: An Approach of Fuzzy Relation Equation and Fuzzy-Rough Set for Multi-label Emotion Intensity Analysis. DASFAA Workshops 2016: 65-80

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

Dandan Sha, Daling Wang, Xiangmin Zhou, Shi Feng, Yifei Zhang, Ge Yu: An Approach for Clothing Recommendation Based on Multiple Image Attributes. WAIM (1) 2016: 272-285 (CCF C)

Jinglian Liu, Daling Wang, Shi Feng, Yifei Zhang, Weiji Zhao: A Novel Approach of Discovering Local Community Using Node Vector Model. WISE (1) 2016: 513-521 (CCF C)

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 (1) 2016: 227-242 (CCF C)

Daling Wang, Ge Yu, Shi Feng, Yifei Zhang, Yubin Bao: Research on Modeling Entities and Their Relations for Social Media Search. Chinese Journal of Computer, 39(4): 658-674 (2016) (in Chinese) (China’s Top Journal)

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)

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)

Ronghua Hu, Xiaomei Dong, Daling Wang: Defense Mechanism Against Node Replication Attacks and Sybil Attacks in Wireless Sensor Networks. Acta Electronica Sinica, 43(4): 743-752 (2015) (in Chinese) (China’s Top Journal)

Wen Qu, Yifei Zhang, Daling Wang, Shi Feng, Ge Yu: Semantic movie summarization based on string of IE-RoleNets. Computational Visual Media 1(2): 129-141 (2015)

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

Chu Wang, Shi Feng, Daling Wang, Yifei Zhang: Fuzzy-Rough Set Based Multi-labeled Emotion Intensity Analysis for Sentence, Paragraph and Document. NLPCC 2015: 444-452

Yaqi Wang, Shi Feng, Daling Wang, Yifei Zhang: NEUDM: A System for Topic-Based Message Polarity Classification. SIGHAN@IJCNLP 2015: 185-189

Yang Wang, Yaqi Wang, Shi Feng, Daling Wang, Yifei Zhang: NDMSCS: A Topic-Based Chinese Microblog Polarity Classification System. SIGHAN@IJCNLP 2015: 180-184

Kaisong Song, Daling Wang, Shi Feng, Yifei Zhang, Wen Qu, Ge Yu: CTROF: A Collaborative Tweet Ranking Framework for Online Personalized Recommendation. PAKDD (2) 2014: 1-12 (CCF C)

Wen Qu, Yifei Zhang, Shi Feng, Daling Wang, Ge Yu: Action-Scene Model for Recognizing Human Actions from Background in Realistic Videos. WAIM 2014: 566-577 (CCF C)

Yu Xiong, Daling Wang, Yifei Zhang, Shi Feng, Guoren Wang: Multimodal Data Fusion in Text-Image Heterogeneous Graph for Social Media Recommendation. WAIM 2014: 96-99 (CCF C)

Yifei Zhang, Mingming Zhu, Daling Wang, Shi Feng: Logo Detection and Recognition Based on Classification. WAIM 2014: 805-816 (CCF C)

Mingqiang Wang, Mengting Liu, Shi Feng, Daling Wang, Yifei Zhang: A Novel Calibrated Label Ranking Based Method for Multiple Emotions Detection in Chinese Microblogs. NLPCC 2014: 238-250

Shi Feng, Le Zhang, Daling Wang, Yifei Zhang: A Unified Microblog User Similarity Model for Online Friend Recommendation. NLPCC 2014: 286-298

Ronghua Hu, Xiaomei Dong, Daling Wang: Protecting Data Source Location Privacy in Wireless Sensor Networks against a Global Eavesdropper. IJDSN 10 (2014)

Ronghua Hu, Xiaomei Dong, Daling Wang: Mutual Defense Scheme for Secure Data Aggregation in Wireless Sensor Networks. IJDSN 10 (2014)

Daling Wang, Shi Feng, Yifei Zhang, Ge Yu. Study on the Recommendations of Multi-modal and Multi-level Resources in Social Media. CAAI Transactions on Intelligent Systems, 9(3): 265-275 (2014) (in Chinese)

from 2010 to 2013:

Wen Qu, Kaisong Song, Yifei Zhang, Shi Feng, Daling Wang, Ge Yu: A Novel Approach Based on Multi-View Content Analysis and Semi-Supervised Enrichment for Movie Recommendation. J. Comput. Sci. Technol. 28(5): 776-787 (2013) (CCF B)

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 (1) 2013: 72-81 (CCF C)

Ronghua Hu, XiaoMei Dong, Daling Wang: SenLeash: a restricted defense mechanism against wormhole attacks in wireless sensor network. Journal on Communications, 34(10): 65-75 (2013) (in Chinese) (China’s Top Journal)

Kaisong Song, Daling Wang, Shi Feng, Dong Wang, Ge Yu: Detecting Positive Opinion Leader Group from Forum. WAIM 2012: 95-101 (CCF C)

Renfei Li, Daling Wang, Yifei Zhang, Shi Feng, Ge Yu: An Approach of Text-Based and Image-Based Multi-modal Search for Online Shopping. WAIM 2012: 172-184 (CCF C)

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)

Shi Feng, Daling Wang, Ge Yu, Binyang Li, Kam-Fai Wong: Summarizing and Extracting Online Public Opinion from Blog Search Results. DASFAA (1) 2010: 476-490 (CCF B)

Daling Wang, Ge Yu, Yubin Bao, Mo Zhang, Zhou Shen: Dynamically Generalizing Web Pages Based on Users’ Search Intentions. Journal of Software, 21(5): 1083-1097 (2010) (in Chinese) (China’s Top Journal)

Teaching

Operating System (including course design), junior student, spring term (the course is also offered in MOOC at Chinese universities)

Knowledge Discovery and Data Mining, master's degree, autumn term

Social Network and Social Media Analysis, doctoral candidate, autumn term

Research Project (National)

Real-Time and High Precision Dynamic Scholars Profile Construction, National Key Research and Development Projects (Sub-Projects), 2018YFB1004702, 2018.7~2021.6 (Project Leader)

Diversified Social Relation Active Learning Based on Social Media Mining, NSFC (Natural Science Foundation of China), 61772122, 2018.1~2021.12 (Project Leader)

Modeling Multi-Level Resource Recommendation of Social Media Based on Broad-Sense Content Analysis, NSFC (Natural Science Foundation of China), 61370074, 2014.1~2017.12 (Project Leader)

Study on Key Techniques of Opinion Mining and Opinion-Based Community Discovery for Web Public Opinion Analysis, NSFC (Natural Science Foundation of China), 60973019, 2010.1~2012.12 (Project Leader)

Research on User Motivation Deduction Model for New Generation Search Engine, NSFC (Natural Science Foundation of China), 60573090, 2006.1~2008.12 (Project Leader)

Study on Human-Machine Conversation Text Generation Technique for Emotional Interaction, NSFC (Natural Science Foundation of China), 61872074, 2019.1~2022.12 (Project Member, rank 2nd. The project leader is Shi Feng)

Study on Zero-Input Personalization Techniques for High Quality E-Services on Internet, NSFC (Natural Science Foundation of China), 60173051, 2002.1~2004.12 (Project Member, rank 2nd. The project leader is Ge Yu)