*          研究领域

*         社会媒体处理

*         情感分析

*         对话生成

*         可解释性

 

*          发表论文（CCF推荐A、B类期刊、会议及国内顶级刊物）

*     2010年至今：

*      Yiqun Zhang, Fanheng Kong, Peidong Wang, Shuang Sun, SWangLing, Shi Feng, Daling Wang, Yifei Zhang, Kaisong Song: STICKERCONV: Generating Multimodal Empathetic Responses from Scratch. Accepted by ACL 2024 (CCF A)

*      Yongkang liu, Ercong Nie, Shi Feng, Zheng Hua, Zifeng Ding, Daling Wang, Yifei Zhang, Hinrich Schuetze: A Unified Data Augmentation Framework for Low-Resource Multi-Domain Dialogue Generation. Accepted by ECML-PKDD 2024 (CCF B)

*      Huan Bai, Daling Wang, Shi Feng, Yifei Zhang: EKBSA: A Chinese Sentiment Analysis Model by Enhancing K-BERT. Accepted by J. Comput. Sci. Technol. (CCF B)

*      Chenhui Yang, Daling Wang, Shi Feng, Yifei Zhang, Ge Yu: E&S-Gainer: An Emotion Aware and Strategy Enhanced Model for Emotional Support Conversation. Accepted by DASFAA2024 (CCF B)

*      Mingxiu Cai, Daling Wang, Shi Feng, Yifei Zhang: PECER: Empathetic Response Generation via Dynamic Personality Extraction and Contextual Emotional Reasoning. Accepted by ICASSP 2024 (CCF B)

*      Zhenfei Yang, Beiming Yu, Yuan Cui, Shi Feng, Daling Wang, Yifei Zhang: BERT-BC: A Unified Alignment and Interaction Model over Hierachical BERT for Response Selection. LREC/COLING 2024: 2253-2263 (CCF B)

*      Weihong Guan, Shi Feng, Daling Wang, Faliang Huang, Yifei Zhang, Yuan Cui: Improving Role-Oriented Dialogue Summarization with Interaction-Aware Contrastive Learning. LREC/COLING 2024: 8913-8924 (CCF B)

*      Mingxiu Cai, Daling Wang, Shi Feng, Yifei Zhang: EmpCRL: Controllable Empathetic Response Generation via In-Context Commonsense Reasoning and Reinforcement Learning. LREC/COLING 2024: 5734-5746 (CCF B)

*      Fanheng Kong, Peidong Wang, Shi Feng, Daling Wang, Yifei Zhang: TIGER: A Unified Generative Model Framework for Multimodal Dialogue Response Generation. LREC/COLING 2024: 16135-16141 (CCF B)

*      Tianbao Zhang, Huiying Cao, Shi Feng, Yuan Cui, Daling Wang: TS-DDD: A Two-Stage Training Strategy for Dialogue-based Disease Diagnosis. BIBM 2023: 765-770 (CCF B)

*      Longcan Wu, Daling Wang, Shi Feng, Xiangmin Zhou, Yifei Zhang, Ge Yu: Graph neural network for recommendation in complex and quaternion spaces. World Wide Web (WWW) 26(6): 3945-3964 (2023) (CCF B)

*      Xiaocui Yang, Shi Feng, Daling Wang, Yifei Zhang, Soujanya Poria: Few-shot Multimodal Sentiment Analysis Based on Multimodal Probabilistic Fusion Prompts. ACM Multimedia 2023: 6045-6053 (CCF A)

*      Qian Li, Daling Wang, Shi Feng, Kaisong Song, Yifei Zhang, Ge Yu: OERL: Enhanced Representation Learning Via Open Knowledge Graphs. IEEE Trans. Knowl. Data Eng. 35(9): 8880-8892 (2023) (CCF A)

*      Yongkang Liu, Shi Feng, Daling Wang, Hinrich Schütze, Yifei Zhang: PVGRU: Generating Diverse and Relevant Dialogue Responses via Pseudo-Variational Mechanism. ACL (1) 2023: 3295-3310 (CCF A)

*      Qian Li, Shafiq Joty, Daling Wang, Shi Feng, Yifei Zhang, Chengwei Qin: Contrastive Learning with Generated Representations for Inductive Knowledge Graph Embedding. ACL (Findings) 2023: 14273-14287 (CCF A)

*      Xiaocui Yang, Shi Feng, Daling Wang, Qi Sun, Wenfang Wu, Pengfei Hong, Yifei Zhang and Soujanya Poria: Few-shot Joint Multimodal Aspect-Sentiment Analysis Based on Generative Multimodal Prompt. ACL (Findings) 2023: 11575-11589 (CCF A)

*      Xiaocui Yang, Shi Feng, Daling Wang, Pengfei Hong, Soujanya Poria: Multiple Contrastive Learning for Multimodal Sentiment Analysis. ICASSP 2023: 1-5 (CCF B)

*      Yongkang Liu, Shi Feng, Wei Gao, Daling Wang, Yifei Zhang: A Lightweight Fully Convolutional Network for Multi-view Response Selection. EMNLP 2022: 12086-12098 (CCF B)

*      Qian Li, Shafiq Joty, Daling Wang, Shi Feng and Yifei Zhang: Alleviating Sparsity of Open Knowledge Graphs with Ternary Contrastive Learning. EMNLP (Findings) 2022: 2279-2291 (CCF B)

*      Qian Li, Daling Wang, Shi Feng, Cheng Niu, Yifei Zhang: Global Graph Attention Embedding Network for Relation Prediction in Knowledge Graphs. IEEE Trans. Neural Networks Learn. Syst. 33(11): 6712-6725 (2022) (CCF B)

*      Minghao Xu, Daling Wang, Shi Feng, Zhenfei Yang, Yifei Zhang: KC-ISA: An Implicit Sentiment Analysis Model Combining Knowledge Enhancement and Context Features. COLING 2022: 6906-6915 (CCF B)

*      Yongkang Liu, Shi Feng, Daling Wang, Yifei Zhang: MulZDG: Multilingual Code-Switching Framework for Zero-shot Dialogue Generation. COLING 2022: 648-659 (CCF B)

*      Dongshi Ju, Shi Feng, Pengcheng Lv, Daling Wang, Yifei Zhang: Learning to Improve Persona Consistency in Multi-party Dialogue Generation via Text Knowledge Enhancement. COLING 2022: 298-309 (CCF B)

*      Longcan Wu, Daling Wang, Shi Feng, Kaisong Song, Yifei Zhang, Ge Yu: Collaborative Filtering for Recommendation in Geometric Algebra. DASFAA (2) 2022: 256-263 (CCF B)

*      Ying Zhu, Shi Feng, Daling Wang, Yifei Zhang, Donghong Han: Knowledge-Enhanced Interactive Matching Network for Multi-turn Response Selection in Medical Dialogue Systems. DASFAA (3) 2022: 255-262 (CCF B)

*      Xiaocui Yang, Shi Feng, Daling Wang, Yifei Zhang: Image-text Multimodal Emotion Classification via Multi-view Attentional Network. IEEE Transactions on Multimedia. 23: 4014-4026 (2021) (CCF B)

*      Shi Feng, Jia Wei, Xiaocui Yang, Daling Wang, Zhenfei Yang, Ge Yu: SINN: A Speaker Influence Aware Neural Network Model for Emotion Detection in Conversations. World Wide Web 24(6): 2019-2048 (2021) (CCF B)

*      Weichao Wang, Wei Gao, Shi Feng, Ling Chen, Daling Wang: Adaptive Posterior Knowledge Selection for Improving Knowledge-Grounded Dialogue Generation. CIKM 2021: 1989-1998 (CCF B)

*      Xiangju Li, Wei Gao, Shi Feng, Wang Daling, Shafiq Joty: Span-Level Emotion Cause Analysis by BERT-based Graph Attention Network. CIKM 2021: 3221-3226 (CCF B)

*      Xiangju Li, Wei Gao, Shi Feng, Wang Daling, Shafiq Joty: Span-level Emotion Cause Analysis with Neural Sequence Tagging. CIKM 2021: 3227-3231 (CCF B)

*      Xiaocui Yang, She Feng, Yifei Zhang, Daling Wang: Multimodal Sentiment Detection Based on Multi-channel Graph Neural Network. ACL/IJCNLP (1) 2021: 328-339 (CCF A)

*      Xiangju Li, Wei Gao, Shi Feng, Yifei Zhang, Daling Wang: Boundary Detection with BERT for Span-level Emotion Cause Analysis. ACL/IJCNLP (Findings) 2021: 676-682 (CCF A)

*      Longcan Wu, Daling Wang, Shi Feng, Kaisong Song, Yifei Zhang, Ge Yu: Which Node Pair and What Status? Asking Expert for Better Network Embedding. DASFAA (1) 2021: 141-157 (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. AAAI 2021: 13433-13442 (CCF A)

*      刘井莲, 王大玲, 冯时, 张一飞. 一种基于模糊相似关系的局部社区发现方法. 软件学报, 31(11): 3481-3491 (2020) (国内顶级期刊)

*      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)

*      黄发良, 冯时, 王大玲, 于戈. 基于多特征融合的微博主题情感挖掘. 计算机学报, 40(4): 872-888 (2017) (国内顶级期刊)

*      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)

*      王大玲, 于戈, 冯时, 张一飞, 鲍玉斌: 面向社会媒体搜索的实体关系建模研究综述. 计算机学报, 39(4): 658-674 (2016) (国内顶级期刊)

*      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)

*      胡蓉华, 董晓梅, 王大玲: 无线传感器网络节点复制攻击和女巫攻击防御机制研究. 电子学报, 43(4): 743-752 (2015) (国内顶级期刊)

*      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)

*      胡蓉华, 董晓梅, 王大玲: SenLeash：一种无线传感器网络虫洞攻击约束防御机制. 通信学报, 34(10): 65-75 (2013) (国内顶级期刊)

*      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)

*      王大玲, 于戈, 鲍玉斌, 张沫, 沈洲: 基于用户搜索意图的Web网页动态泛化. 软件学报, 21(5): 1083-1097 (2010) (国内顶级期刊)

 

*          申报专利

*      沈铁麟，王大玲，冯时，张一飞. 一种用于远程监督关系抽取的基于BERT和MLM的降噪方法，专利号：ZL202110525465.9，授权公告日：2023.07.21 [发明授权]

*      王大玲，陈英豪，冯时，张一飞. 一种面向学者的用户画像构建及应用方法，专利号：ZL201910976349.1，授权公告日：2023.04.07 [发明授权]

*      冯时，谢宏亮，王大玲，张一飞. 一种基于层次化卷积神经网络的多标记情绪强度预测方法，专利号：ZL201910751989.2，授权公告日：2022.11.29 [发明授权]

*      王大玲，李久枫，冯时，王大玲. 一种多模态情绪知识图谱的构建和展示方法，专利号：ZL202011319237.8，授权公告日：2021.09.07 [发明授权]

*      王大玲，刘泓辰，冯时，张一飞. 一种基于传递关系的本地自适应知识图谱优化方法，专利号：ZL201910154252.2，授权公告日：2019.09.01 [发明授权]

*      王大玲，沙丹丹，冯时，张一飞，于戈. 一种基于服装图像和标签文本双模态内容分析的个性化服装的推荐方法，专利号：ZL201710947454.3，授权公告日：2020.06.09 [发明授权]

 

*          课程教学

*      操作系统 （包括课程设计），大三本科生，每年春季学期（该课程同时在中国大学MOOC上开课）

*      知识发现与数据挖掘，硕士研究生，每年秋季学期

*      社交网络与社会媒体分析技术，博士研究生，每年秋季学期

 

*          科研项目（国家级）

*      情绪感知的可解释对话生成技术研究，国家自然科学基金项目，62172086，2022.1~2025.12（主持）

*      实时高精度动态学术画像构建技术，国家重点研发项目（子课题），2018YFB1004702，2018.7~2021.6（主持）

*      基于社会媒体挖掘的多样化社交关系主动学习，国家自然科学基金项目，61772122，2018.1~2021.12（主持）

*      基于广义内容分析的社会媒体多层次资源推荐模型研究，国家自然科学基金项目，61370074，2014.1~2017.12（主持）

*      支持网络舆情分析的观点挖掘及观点社群发现关键技术研究，国家自然科学基金项目，60973019，2010.1~2012.12（主持）

*      面向新一代搜索引擎的用户动机推演模型研究，国家自然科学基金项目，60573090，2006.1~2008.12（主持）

*      以用户为中心的情绪诱导对话生成关键技术研究，国家自然科学基金项目，62272092，2023.1~2026.12 （项目成员，排名第二。主持：冯时）

*      面向情感交互的人机对话文本生成技术研究，国家自然科学基金项目，61872074，2019.1~2022.12（项目成员，排名第二。主持：冯时）

*      Internet上支持高质量E-Services的零输入个性化技术的研究，国家自然科学基金项目，60173051，2002.1~2004.12（项目成员，排名第二。主持：于戈）