Social
Media Processing
Sentiment
Analysis
Dialogue
Generation
Explainability
Selected
Publication (CCF A or B, China’s Top Journal)
Since 2010:
Dexian Cai, Xiaocui Yang, Yongkang Liu, Daling
Wang, Shi Feng, Yifei Zhang, Soujanya Poria: Pixel-Level Reasoning
Segmentation via Multi-turn Conversations. Accepted by
ACL 2025 (CCF A)
Fanheng Kong, Jingyuan Zhang, Hongzhi Zhang, Shi Feng, Daling Wang,
Linhao Yu, Xingguang Ji, Yu
Tian, Fuzheng Zhang: TUNA: Comprehensive Fine-grained
Temporal Understanding Evaluation on Dense Dynamic Videos. Accepted by ACL 2025
(CCF A)
Ming Wang, Peidong
Wang, Lin Wu, Xiaocui Yang, Daling Wang, Shi
Feng, Yuxin Chen, Bixuan Wang, Yifei Zhang: AnnaAgent:
Dynamic Evolution Agent System with Multi-Session Memory for Realistic Seeker
Simulation. Accepted by ACL 2025 (CCF A)
Zihan Wang, Xiaocui
Yang, Yongkang Liu, Shi Feng, Daling Wang, Yifei Zhang: Muse: A
Multimodal Conversational Recommendation Dataset with Scenario-Grounded User
Profiles. Accepted by ACL 2025 (CCF A)
Jihui Yan, Xiaocui Yang, Daling Wang,
Shi Feng, Yifei Zhang, Yinzhi Zhao: SemanticCamo: Jailbreaking Large Language Models through
Semantic Camouflage. Accepted by ACL 2025 (CCF A)
Ming Wang, Daling Wang, Wenfang Wu, Shi Feng, Yifei Zhang: T-COL: Generating
Counterfactual Explanations for General User Preferences on Variable Machine
Learning Systems. Accepted by Journal of Artificial Intelligence Research (CCF B)
Lin Wang, Xiaocui
Yang, Shi Feng, Daling Wang, Yifei Zhang, Zhitao
Zhang: Generative Emotion Cause Explanation in Multimodal Conversations.
Accepted by ICMR 2025 (CCF B)
Xingle Xu, Xiaocui Yang, Shi Feng, Daling
Wang, Yifei Zhang: Enhancing Zero-Shot Emotion Perception in Conversation
through the Internal-to-External Chain-of-Thought. Accepted by DASFAA 2025 (CCF B)
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)
Xiaocui Yang, Wenfang Wu, Shi Feng, Ming
Wang, Daling Wang, Yang Li, Qi Sun, Yifei Zhang, Xiaoming Fu, Soujanya
Poria: MM-InstructEval: Zero-shot Evaluation of
(Multimodal) Large Language Models on Multimodal Reasoning Tasks. Inf. Fusion 122: 103204 (2025) (CCF B)
Huan Bai, Daling Wang, Shi
Feng, Yi-Fei Zhang: EKBSA: A Chinese Sentiment Analysis Model by
Enhancing K-BERT. J. Comput. Sci. Technol. 40(1):
60-72 (2025) (CCF B)
Huiying Cao, Yiqun
Zhang, Shi Feng, Xiaocui Yang, Daling Wang,
Yifei Zhang: TOOL-ED:
Enhancing Empathetic Response Generation with the Tool Calling Capability of
LLM. COLING 2025: 5305-5320 (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)
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)
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 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)