mmexport1542542663622

 

                 

 

*            Research Interests

*     Social Media Processing

*     Sentiment Analysis

*     Dialogue Generation

*     Explainability

 

*            Selected Publication (CCF A or B, China’s Top Journal)

 

*     Since 2010:

*     Wenfang Wu, Daling Wang, Ming Wang, Shi Feng, Yifei Zhang: Sentiment Triplet Extraction with Multi-view Contrastive Learning. Accepted by IEEE Transactions on Affective Computing (CCF B)

*     Huiying Cao, Yiqun Zhang, Shi Feng, Xiaocui Yang, Daling Wang and Yifei Zhang: TOOL-ED: Enhancing Empathetic Response Generation with the Tool Calling Capability of LLM. Accepted by COLING2025 (CCF B)

*     Yiqun Zhang, Fanheng Kong, Peidong Wang, Shuang Sun, SWangLing, Shi Feng, Daling Wang, Yifei Zhang, Kaisong Song: STICKERCONV: Generating Multimodal Empathetic Responses from Scratch. ACL (1) 2024: 7707-7733 (CCF A)

*     Yongkang Liu, Yiqun Zhang, Qian Li, Tong Liu, Shi Feng, Daling Wang, Yifei Zhang, Hinrich Schütze: HiFT: A Hierarchical Full Parameter Fine-Tuning Strategy. EMNLP 2024: 18266-18287 (CCF B)

*     Yongkang Liu, Shi Feng, Daling Wang, Yifei Zhang, Hinrich Schütze: ChatZero: Zero-Shot Cross-Lingual Dialogue Generation via Pseudo-Target Language. ECAI 2024: 3867-3874 (CCF B)

*     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. ECML/PKDD (2) 2024: 162-177 (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. DASFAA (5) 2024: 71-87 (CCF B)

*     Mingxiu Cai, Daling Wang, Shi Feng, Yifei Zhang: PECER: Empathetic Response Generation via Dynamic Personality Extraction and Contextual Emotional Reasoning. ICASSP 2024: 10631-10635 (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)

*     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)

*     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)

*     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)

 

*            Patent

*      Tielin Shen, Daling Wang, Shi Feng, Yifei Zhang. A BERT and MLM based noise reduction method for remote supervised relation extraction. ZL202110525465.9. 2023.07.21 [authorization]

*      Daling Wang, Yinghao Chen, Shi Feng, Yifei Zhang. An approach of building user profile and its application for scholars. ZL201910976349.1. 2023.04.07 [authorization]

*      Shi Feng, Hongliang Xie, Daling Wang, Yifei Zhang. A multi-labeled emotion intensity prediction method based on hierarchical convolutional neural network. ZL201910751989.2. 2022.11.29 [authorization]

*      Daling Wang, Jiufeng Li, Shi Feng, Yifei Zhang. An approach of constructing and displaying multimodal emotion knowledge graph. ZL202011319237.8. 2021.09.07 [authorization]

*      Daling Wang, Hongchen Liu, Shi Feng, Yifei Zhang. A local adaptive optimization method based on transitive relation for knowledge graph. ZL201910154252.2. 2019.09.01 [authorization]

*      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. ZL201710947454.3. 2020.06.09 [authorization]

 

*            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)

*     Research on Interpretable Emotion-Aware Dialogue Generation, NSFC (Natural Science Foundation of China), 62172086, 2022.1~2025.12 (Project Leader)

*     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 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)