Social
Media Processing
Sentiment
Analysis
Data
Mining
Information
Retrieval
Selected Publication (CCF A or B, China’s Top Journal)
Since 2010:
Longcan Wu, Daling Wang, Shi Feng,
Kaisong Song, Yifei Zhang, Ge Yu: Which Node Pair and What Status? Asking Expert for
Better Network Embedding. Accepted by DASFAA 2021 (CCF B)
Yongkang Liu, Shi Feng,
Daling Wang, Kaisong
Song, Feiliang Ren, Yifei Zhang: A Graph Reasoning Network for Multi-turn
Response Selection via Customized Pre-training. Accepted by AAAI 2021 (CCF A)
Xiaocui Yang,
Shi Feng, Daling Wang, Yifei Zhang: Image-text Multimodal Emotion
Classification via Multi-view Attentional Network. IEEE
Transactions on Multimedia. Published online (CCF B)
Jinglian Liu, Daling Wang, Shi Feng,
Yifei Zhang. A Novel
Local Community Detection Approach Based on Fuzzy Similarity Relation. Chinese
Journal of Computer, 31(11): 3481-3491 (2020) (China’s Top Journal)
Pengcheng Lv, Shi Feng, Daling
Wang, Yifei Zhang, Ge Yu: PersonaGAN:
Personalized Response Generation via Generative Adversarial Networks. DASFAA
(1) 2020: 570-586 (CCF B)
Shifeng Li, Shi Feng, Daling
Wang, Kaisong Song, Yifei
Zhang, Weichao Wang: EmoElicitor: An Open Domain Response Generation Model with
User Emotional Reaction Awareness. IJCAI 2020: 3637-3643 (CCF A)
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)
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)
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)
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)
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)
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)
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, 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)
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)
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)
Daling Wang, Dandan Sha, Shi Feng, Yifei Zhang, Ge Yu. A
personalized clothing recommendation method based on content analysis of
clothing image and label text. CN107679960B. 2020.06.09 [authorization]
Daling Wang, Hongchen
Liu, Shi Feng, Yifei Zhang.
A local adaptive optimization method based on transitive relation for knowledge
graph. CN109840283B. 2019.09.01 [authorization]
Daling Wang, Chu Wang, Shi Feng,
Yifei Zhang. An optimization method based on fuzzy
theory for knowledge graph. CN109840282A. 2019.06.04 [published]
Shi Feng,
Hongliang Xie, Daling Wang, Yifei
Zhang. A multi-labeled emotion intensity prediction method based on
hierarchical convolutional neural network. CN110472245A. 2019.11.19 [published]
Daling Wang, Yinghao
Chen, Shi Feng, Yifei
Zhang. A approach of building user profile and its
application for scholars. CN110968782A. 2020.04.07 [published]
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
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)