| 2026 | ACL | DR-HM: Distill-then-Reinforce Training with Cognition-Aware Data Synthesis for Harmful Meme Detection. | Zihan Cheng, Jianxiang Ma, Xiaocui Yang, Peidong Wang, Wen Zhang, Shi Feng, Daling Wang, Yifei Zhang, Mingfu Zhang |
| 2026 | ACL | ES4R: Speech Encoding Based on Prepositive Affective Modeling for Empathetic Response Generation. | Zhuoyue Gao, Xiaohui Wang, Xiaocui Yang, Wen Zhang, Daling Wang, Shi Feng, Yifei Zhang |
| 2026 | ACL | JX4MEI: Multimodal Semantically-Enhanced LLM for Joint Multimodal Emotion-Intent Explanation and Classification. | YiJie Huang, Xiaocui Yang, Shi Feng, Daling Wang, Yifei Zhang, Ning Yuan, Zhuoyue Jia, Wen Zhang |
| 2026 | ACL | Cat-MoD: Accelerating Multimodal Alignment via Caption Token Guided Asymmetric Mixture-of-Depths. | Yijie Huang, Xiaocui Yang, Shi Feng, Wen Zhang, Kaisong Song, Yifei Zhang, Daling Wang |
| 2026 | ACL | NEAT: Neuron-Based Early Exit for Large Reasoning Models. | Kang Liu, YongKang Liu, Xiaocui Yang, Peidong Wang, Wen Zhang, Shi Feng, Yifei Zhang, Daling Wang |
| 2026 | ACL | Look Within or Beyond? A Theoretical Comparison Between Parameter-Efficient and Full Fine-Tuning. | Yongkang Liu, Xingle Xu, Ercong Nie, Zijing Wang, Shi Feng, Daling Wang, Qian Li, Hinrich Schtze |
| 2026 | ACL | SAD: A Large-Scale Strategic Argumentative Dialogue Dataset. | Yongkang Liu, Jiayang Yu, Mingyang Wang, Yiqun Zhang, Ercong Nie, Shi Feng, Daling Wang, Kaisong Song, Hinrich Schtze |
| 2026 | ACL | Resource-Limited Joint Multimodal Sentiment Reasoning and Classification via Chain-of-Thought Enhancement and Distillation. | Haonan Shangguan, Xiaocui Yang, Shi Feng, Daling Wang, Yifei Zhang, Feiliang Ren, Ge Yu |
| 2026 | ACL | PlaM: Training-Free Plateau-Guided Model Merging for Better Visual Grounding in MLLMs. | Zijing Wang, Yongkang Liu, Mingyang Wang, Ercong Nie, Deyuan Chen, Zhengjie Zhao, Shi Feng, Daling Wang, Xiaocui Yang, Yifei Zhang, Hinrich Schtze |
| 2026 | ACL | SAFE-QAQ: End-to-End Slow-Thinking Audio-Text Fraud Detection via Reinforcement Learning. | Peidong Wang, Zhiming Ma, Xin Dai, Yongkang Liu, Shi Feng, Xiaocui Yang, Wenxing Hu, Zhihao Wang, Mingjun Pan, Li Yuan, Daling Wang |
| 2026 | ACL | DeepMed: Building a Medical DeepResearch Agent via Multi-hop Med-Search Data and Turn-Controlled Agentic Training & Inference. | Zihan Wang, Hao Wang, Shi Feng, Xiaocui Yang, Daling Wang, Yiqun Zhang, Jinghao Lin, Xiaozhong Ji, Haihua Yang |
| 2026 | ACL | GenPT: Beyond Self-Report for Reliable LLM Psychometrics via Generative Projective Testing. | Ming Wang, Shuang Wu, Bixuan Wang, Lu Lin, Yuxin Chen, Xiaocui Yang, Daling Wang, Shi Feng, Yifei Zhang, Yufan Sun |
| 2026 | ACL | Why Do More Experts Fail? A Theoretical Analysis of Model Merging. | Zijing Wang, Xingle Xu, Yongkang Liu, Yiqun Zhang, Peiqin Lin, Shi Feng, Daling Wang, Xiaocui Yang, Hinrich Schtze |
| 2026 | ACL | CIRAG: Construction-Integration Retrieval and Adaptive Generation for Multi-hop Question Answering. | Zili Wei, Yilin Wang, Xiaocui Yang, Shi Feng, Weidong Bao, Daling Wang, Zihan Wang, Yifei Zhang |
| 2026 | ACL | RATION: Entropy-Driven Task-Adaptive Visual Attention Allocation Framework for Multimodal Reasoning. | Xingle Xu, Fanheng Kong, Dexian Cai, Shi Feng, Xiaocui Yang, Daling Wang, Yifei Zhang |
| 2026 | ACL | MoLAN: A Unified Modality-Aware Noise Dynamic Editing Framework for Multimodal Sentiment Analysis. | Xingle Xu, Yongkang Liu, Dexian Cai, Shi Feng, Xiaocui Yang, Daling Wang, Yifei Zhang |
| 2026 | ACL | MTRouter: Cost-Aware Multi-Turn LLM Routing with History-Model Joint Embeddings. | Yiqun Zhang, Hao Li, Zihan Wang, Shi Feng, Xiaocui Yang, Daling Wang, Bo Zhang, Lei Bai, Shuyue Hu |
| 2026 | DASFAA | Enhancing LLM-Based Recommendation with Semantic-Aligned Collaborative Knowledge. | Zihan Wang, Jinghao Lin, Xiaocui Yang, Yongkang Liu, Shi Feng, Daling Wang, Yifei Zhang, Ge Yu |
| 2025 | ACL | AnnaAgent: Dynamic Evolution Agent System with Multi-Session Memory for Realistic Seeker Simulation. | Ming Wang, Peidong Wang, Lin Wu, Xiaocui Yang, Daling Wang, Shi Feng, Yuxin Chen, Bixuan Wang, Yifei Zhang |
| 2025 | ACL | Pixel-Level Reasoning Segmentation via Multi-turn Conversations. | Dexian Cai, Xiaocui Yang, Yongkang Liu, Daling Wang, Shi Feng, Yifei Zhang, Soujanya Poria |
| 2025 | ACL | TUNA: Comprehensive Fine-grained Temporal Understanding Evaluation on Dense Dynamic Videos. | Fanheng Kong, Jingyuan Zhang, Hongzhi Zhang, Shi Feng, Daling Wang, Linhao Yu, Xingguang Ji, Yu Tian, Victoria W., Fuzheng Zhang |
| 2025 | ACL | MUSE: A Multimodal Conversational Recommendation Dataset with Scenario-Grounded User Profiles. | Zihan Wang, Xiaocui Yang, Yongkang Liu, Shi Feng, Daling Wang, Yifei Zhang |
| 2025 | ACL | SemanticCamo: Jailbreaking Large Language Models through Semantic Camouflage. | Jihui Yan, Xiaocui Yang, Daling Wang, Shi Feng, Yifei Zhang, Yinzhi Zhao |
| 2025 | CogSci | MEKiT: Multi-source Heterogeneous Knowledge Injection Method via Instruction-Tuning for Emotion-Cause Pair Extraction. | Shiyi Mu, Yongkang Liu, Shi Feng, Xiaocui Yang, Daling Wang, Yifei Zhang |
| 2025 | COLING | TOOL-ED: Enhancing Empathetic Response Generation with the Tool Calling Capability of LLM. | Huiying Cao, Yiqun Zhang, Shi Feng, Xiaocui Yang, Daling Wang, Yifei Zhang |
| 2025 | DASFAA | Enhancing Zero-Shot Emotion Perception in Conversation Through the Internal-to-External Chain-of-Thought. | Xingle Xu, Shi Feng, Daling Wang, Yifei Zhang, Xiaocui Yang |
| 2025 | EMNLP | Language Models as Continuous Self-Evolving Data Engineers. | Peidong Wang, Ming Wang, Zhiming Ma, Xiaocui Yang, Shi Feng, Daling Wang, Yifei Zhang, Kaisong Song |
| 2025 | PRICAI | Adaptive Persona Context Modulation for Personalized Emotional Support Conversation. | Hongkai Wang, Xiaocui Yang, Daling Wang, Shi Feng, Yifei Zhang |
| 2024 | ACL | STICKERCONV: Generating Multimodal Empathetic Responses from Scratch. | Yiqun Zhang, Fanheng Kong, Peidong Wang, Shuang Sun, Lingshuai Wang, Shi Feng, Daling Wang, Yifei Zhang, Kaisong Song |
| 2024 | APWEB | UFI4ER: An Utterance-Level Feature Dynamic Interaction Model for Cognition-Enhanced Empathetic Response Generation. | Yi Liu, Daling Wang, Shi Feng, Yifei Zhang, Ge Yu |
| 2024 | APWEB | LLM-Based Empathetic Response Through Psychologist-Agent Debate. | Yijie Wu, Shi Feng, Ming Wang, Daling Wang, Yifei Zhang |
| 2024 | COLING | EmpCRL: Controllable Empathetic Response Generation via In-Context Commonsense Reasoning and Reinforcement Learning. | Mingxiu Cai, Daling Wang, Shi Feng, Yifei Zhang |
| 2024 | COLING | Improving Role-Oriented Dialogue Summarization with Interaction-Aware Contrastive Learning. | Weihong Guan, Shi Feng, Daling Wang, Faliang Huang, Yifei Zhang, Yuan Cui |
| 2024 | COLING | TIGER: A Unified Generative Model Framework for Multimodal Dialogue Response Generation. | Fanheng Kong, Peidong Wang, Shi Feng, Daling Wang, Yifei Zhang |
| 2024 | COLING | BERT-BC: A Unified Alignment and Interaction Model over Hierarchical BERT for Response Selection. | Zhenfei Yang, Beiming Yu, Yuan Cui, Shi Feng, Daling Wang, Yifei Zhang |
| 2024 | DASFAA | E&S-Gainer: An Emotion Aware and Strategy Enhanced Model for Emotional Support Conversation. | Chenhui Yang, Daling Wang, Shi Feng, Yifei Zhang, Ge Yu |
| 2024 | ECAI | ChatZero: Zero-Shot Cross-Lingual Dialogue Generation via Pseudo-Target Language. | Yongkang Liu, Shi Feng, Daling Wang, Yifei Zhang, Hinrich Schtze |
| 2024 | EMNLP | HiFT: A Hierarchical Full Parameter Fine-Tuning Strategy. | Yongkang Liu, Yiqun Zhang, Qian Li, Tong Liu, Shi Feng, Daling Wang, Yifei Zhang, Hinrich Schtze |
| 2024 | ICASSP | PECER: Empathetic Response Generation Via Dynamic Personality Extraction and Contextual Emotional Reasoning. | Mingxiu Cai, Daling Wang, Shi Feng, Yifei Zhang |
| 2023 | ACL | Contrastive Learning with Generated Representations for Inductive Knowledge Graph Embedding. | Qian Li, Shafiq Joty, Daling Wang, Shi Feng, Yifei Zhang, Chengwei Qin |
| 2023 | ACL | PVGRU: Generating Diverse and Relevant Dialogue Responses via Pseudo-Variational Mechanism. | Yongkang Liu, Shi Feng, Daling Wang, Yifei Zhang, Hinrich Schtze |
| 2023 | ACL | Few-shot Joint Multimodal Aspect-Sentiment Analysis Based on Generative Multimodal Prompt. | Xiaocui Yang, Shi Feng, Daling Wang, Qi Sun, Wenfang Wu, Yifei Zhang, Pengfei Hong, Soujanya Poria |
| 2023 | APWEB | Summarizing Doctor's Diagnoses and Suggestions from Medical Dialogues. | Tianbao Zhang, Yuan Cui, Zhenfei Yang, Shi Feng, Daling Wang |
| 2023 | ICASSP | Multiple Contrastive Learning for Multimodal Sentiment Analysis. | Xiaocui Yang, Shi Feng, Daling Wang, Pengfei Hong, Soujanya Poria |
| 2022 | APWEB | KEP-Rec: A Knowledge Enhanced User-Item Relation Prediction Model for Personalized Recommendation. | Lisha Wu, Daling Wang, Shi Feng, Yifei Zhang, Ge Yu |
| 2022 | COLING | Learning to Improve Persona Consistency in Multi-party Dialogue Generation via Text Knowledge Enhancement. | Dongshi Ju, Shi Feng, Pengcheng Lv, Daling Wang, Yifei Zhang |
| 2022 | COLING | MulZDG: Multilingual Code-Switching Framework for Zero-shot Dialogue Generation. | Yongkang Liu, Shi Feng, Daling Wang, Yifei Zhang |
| 2022 | COLING | KC-ISA: An Implicit Sentiment Analysis Model Combining Knowledge Enhancement and Context Features. | Minghao Xu, Daling Wang, Shi Feng, Zhenfei Yang, Yifei Zhang |
| 2022 | DASFAA | Collaborative Filtering for Recommendation in Geometric Algebra. | Longcan Wu, Daling Wang, Shi Feng, Kaisong Song, Yifei Zhang, Ge Yu |
| 2022 | DASFAA | Knowledge-Enhanced Interactive Matching Network for Multi-turn Response Selection in Medical Dialogue Systems. | Ying Zhu, Shi Feng, Daling Wang, Yifei Zhang, Donghong Han |
| 2022 | EMNLP | Alleviating Sparsity of Open Knowledge Graphs with Ternary Contrastive Learning. | Qian Li, Shafiq R. Joty, Daling Wang, Shi Feng, Yifei Zhang |
| 2022 | EMNLP | DialogConv: A Lightweight Fully Convolutional Network for Multi-view Response Selection. | Yongkang Liu, Shi Feng, Wei Gao, Daling Wang, Yifei Zhang |
| 2022 | WISE | Graph Collaborative Filtering for Recommendation in Complex and Quaternion Spaces. | Longcan Wu, Daling Wang, Shi Feng, Xiangmin Zhou, Yifei Zhang, Ge Yu |
| 2021 | AAAI | A Graph Reasoning Network for Multi-turn Response Selection via Customized Pre-training. | Yongkang Liu, Shi Feng, Daling Wang, Kaisong Song, Feiliang Ren, Yifei Zhang |
| 2021 | ACL | Boundary Detection with BERT for Span-level Emotion Cause Analysis. | Xiangju Li, Wei Gao, Shi Feng, Yifei Zhang, Daling Wang |
| 2021 | ACL | Multimodal Sentiment Detection Based on Multi-channel Graph Neural Networks. | Xiaocui Yang, Shi Feng, Yifei Zhang, Daling Wang |
| 2021 | ADMA | I Know You Better: User Profile Aware Personalized Dialogue Generation. | Wenhan Dong, Shi Feng, Daling Wang, Yifei Zhang |
| 2021 | CIKM | Span-Level Emotion Cause Analysis by BERT-based Graph Attention Network. | Xiangju Li, Wei Gao, Shi Feng, Daling Wang, Shafiq R. Joty |
| 2021 | CIKM | Span-level Emotion Cause Analysis with Neural Sequence Tagging. | Xiangju Li, Wei Gao, Shi Feng, Daling Wang, Shafiq R. Joty |
| 2021 | CIKM | Adaptive Posterior Knowledge Selection for Improving Knowledge-Grounded Dialogue Generation. | Weichao Wang, Wei Gao, Shi Feng, Ling Chen, Daling Wang |
| 2021 | DASFAA | Which Node Pair and What Status? Asking Expert for Better Network Embedding. | Longcan Wu, Daling Wang, Shi Feng, Kaisong Song, Yifei Zhang, Ge Yu |
| 2020 | ADMA | Role-Aware Enhanced Matching Network for Multi-turn Response Selection in Customer Service Chatbots. | Guangxuan Zhao, Ying Zhu, Shi Feng, Daling Wang, Yifei Zhang, Ge Yu |
| 2020 | DASFAA | PersonaGAN: Personalized Response Generation via Generative Adversarial Networks. | Pengcheng Lv, Shi Feng, Daling Wang, Yifei Zhang, Ge Yu |
| 2020 | IJCAI | EmoElicitor: An Open Domain Response Generation Model with User Emotional Reaction Awareness. | Shifeng Li, Shi Feng, Daling Wang, Kaisong Song, Yifei Zhang, Weichao Wang |
| 2020 | WWW | A Cue Adaptive Decoder for Controllable Neural Response Generation. | Weichao Wang, Shi Feng, Wei Gao, Daling Wang, Yifei Zhang |
| 2019 | DASFAA | MDAL: Multi-task Dual Attention LSTM Model for Semi-supervised Network Embedding. | Longcan Wu, Daling Wang, Shi Feng, Yifei Zhang, Ge Yu |
| 2019 | EMNLP | Answer-guided and Semantic Coherent Question Generation in Open-domain Conversation. | Weichao Wang, Shi Feng, Daling Wang, Yifei Zhang |
| 2019 | ER | Role-Based Clustering for Collaborative Recommendations in Crowdsourcing System. | Qiao Liao, Xiangmin Zhou, Daling Wang, Shi Feng, Yifei Zhang |
| 2018 | EMNLP | A Co-attention Neural Network Model for Emotion Cause Analysis with Emotional Context Awareness. | Xiangju Li, Kaisong Song, Shi Feng, Daling Wang, Yifei Zhang |
| 2018 | EMNLP | Personalized Microblog Sentiment Classification via Adversarial Cross-lingual Multi-task Learning. | Weichao Wang, Shi Feng, Wei Gao, Daling Wang, Yifei Zhang |
| 2017 | ICNC | A novel approach for paper recommendation based on rough-fuzzy set theory. | Chu Wang, Daling Wang, Shi Feng, Yifei Zhang, Hongchen Liu |
| 2017 | IJCAI | Recommendation vs Sentiment Analysis: A Text-Driven Latent Factor Model for Rating Prediction with Cold-Start Awareness. | Kaisong Song, Wei Gao, Shi Feng, Daling Wang, Kam-Fai Wong, Chengqi Zhang |
| 2016 | APWEB | Multi-label Chinese Microblog Emotion Classification via Convolutional Neural Network. | Yaqi Wang, Shi Feng, Daling Wang, Ge Yu, Yifei Zhang |
| 2016 | APWEB | Context-Aware Chinese Microblog Sentiment Classification with Bidirectional LSTM. | Yang Wang, Shi Feng, Daling Wang, Yifei Zhang, Ge Yu |
| 2016 | DASFAA | An Approach of Fuzzy Relation Equation and Fuzzy-Rough Set for Multi-label Emotion Intensity Analysis. | Chu Wang, Daling Wang, Shi Feng, Yifei Zhang |
| 2016 | WWW | PerSentiment: A Personalized Sentiment Classification System for Microblog Users. | Kaisong Song, Ling Chen, Wei Gao, Shi Feng, Daling Wang, Chengqi Zhang |
| 2016 | SIGIR | Build Emotion Lexicon from the Mood of Crowd via Topic-Assisted Joint Non-negative Matrix Factorization. | Kaisong Song, Wei Gao, Ling Chen, Shi Feng, Daling Wang, Chengqi Zhang |
| 2016 | WISE | A Novel Approach of Discovering Local Community Using Node Vector Model. | Jinglian Liu, Daling Wang, Shi Feng, Yifei Zhang, Weiji Zhao |
| 2016 | WISE | Intermediate Semantics Based Distance Metric Learning for Video Annotation and Similarity Measurements. | Wen Qu, Xiangmin Zhou, Daling Wang, Shi Feng, Yifei Zhang, Ge Yu |
| 2015 | IJCAI | Personalized Sentiment Classification Based on Latent Individuality of Microblog Users. | Kaisong Song, Shi Feng, Wei Gao, Daling Wang, Ge Yu, Kam-Fai Wong |
| 2014 | PAKDD | CTROF: A Collaborative Tweet Ranking Framework for Online Personalized Recommendation. | Kaisong Song, Daling Wang, Shi Feng, Yifei Zhang, Wen Qu, Ge Yu |
| 2013 | ADMA | Online Friends Recommendation Based on Geographic Trajectories and Social Relations. | Shi Feng, Dajun Huang, Kaisong Song, Daling Wang |
| 2013 | EMNLP | Is Twitter A Better Corpus for Measuring Sentiment Similarity? | Shi Feng, Le Zhang, Binyang Li, Daling Wang, Ge Yu, Kam-Fai Wong |
| 2013 | WISE | Detecting Opinion Drift from Chinese Web Comments Based on Sentiment Distribution Computing. | Daling Wang, Shi Feng, Dong Wang, Ge Yu |
| 2012 | ADMA | Unsupervised Learning Chinese Sentiment Lexicon from Massive Microblog Data. | Shi Feng, Lin Wang, Weili Xu, Daling Wang, Ge Yu |
| 2010 | DASFAA | Summarizing and Extracting Online Public Opinion from Blog Search Results. | Shi Feng, Daling Wang, Ge Yu, Binyang Li, Kam-Fai Wong |
| 2009 | ADMA | Chinese Blog Clustering by Hidden Sentiment Factors. | Shi Feng, Daling Wang, Ge Yu, Chao Yang, Nan Yang |
| 2009 | HIS | An Improved Spectral Clustering Algorithm for Community Discovery. | Shuzi Niu, Daling Wang, Shi Feng, Ge Yu |
| 2008 | APWEB | Unsupervised Text Learning Based on Context Mixture Model with Dirichlet Prior. | Dongling Chen, Daling Wang, Ge Yu |
| 2008 | APWEB | A Novel and Effective Method for Web System Tuning Based on Feature Selection. | Shi Feng, Yan Liu, Daling Wang, Derong Shen |
| 2008 | APWEB | Relevance Feedback Learning for Web Image Retrieval Using Soft Support Vector Machine. | Yifei Zhang, Daling Wang, Ge Yu |
| 2007 | APWEB | Mining Purpose-Based Authorization Strategies in Database System. | Jie Song, Daling Wang, Yubin Bao, Ge Yu, Wen Qi |
| 2007 | DaWaK | A Clustered Dwarf Structure to Speed Up Queries on Data Cubes. | Fangling Leng, Yubin Bao, Daling Wang, Ge Yu |
| 2006 | APWEB | An Effective Web Page Layout Adaptation for Various Resolutions. | Jie Song, Tiezheng Nie, Daling Wang, Ge Yu |
| 2006 | WISE | A Web-Based Transformation System for Massive Scientific Data. | Shi Feng, Jie Song, Xuhui Bai, Daling Wang, Ge Yu |
| 2006 | WISE | Evaluating Interconnection Relationship for Path-Based XML Retrieval. | Xiaoguang Li, Ge Yu, Daling Wang, Baoyan Song |
| 2006 | WISE | Offline Web Client: Approach, Design and Implementation Based on Web System. | Jie Song, Ge Yu, Daling Wang, Tiezheng Nie |
| 2005 | CICLING | ESPClust: An Effective Skew Prevention Method for Model-Based Document Clustering. | Xiaoguang Li, Ge Yu, Daling Wang, Yubin Bao |
| 2005 | CICLING | Evaluating Document-to-Document Relevance Based on Document Language Model: Modeling, Implementation and Performance Evaluation. | Ge Yu, Xiaoguang Li, Yubin Bao, Daling Wang |
| 2005 | DASFAA | MMPClust: A Skew Prevention Algorithm for Model-Based Document Clustering. | Xiaoguang Li, Ge Yu, Daling Wang |