Road Region Segmentation of Remote Sensing Images Based on K-means and PCNN. - Xiaocui Yang; Meng Wanli (ICMIP, 2018)

Multimodal Sentiment Detection Based on Multi-channel Graph Neural Networks. - Xiaocui Yang; Shi Feng 001; Yifei Zhang 003; Daling Wang (ACL/IJCNLP (1), 2021)

Image-Text Multimodal Emotion Classification via Multi-View Attentional Network. - Xiaocui Yang; Shi Feng 001; Daling Wang; Yifei Zhang 003 (IEEE Trans. Multim., 2021)

SINN: A speaker influence aware neural network model for emotion detection in conversations. - Shi Feng 001; Jia Wei; Daling Wang; Xiaocui Yang; Zhenfei Yang; Yifei Zhang 003; Ge Yu 001 (World Wide Web, 2021)

Few-shot Multimodal Sentiment Analysis based on Multimodal Probabilistic Fusion Prompts. - Xiaocui Yang; Shi Feng 001; Daling Wang; Pengfei Hong; Soujanya Poria (CoRR, 2022)

A Creative Industry Image Generation Dataset Based on Captions. - Yuejia Xiang; Chuanhao Lv; Qingdazhu Liu; Xiaocui Yang; Bo Liu 095; Meizhi Ju (CoRR, 2022)

Uncertainty Guided Label Denoising for Document-level Distant Relation Extraction. - Qi Sun; Kun Huang; Xiaocui Yang; Pengfei Hong; Kun Zhang; Soujanya Poria (ACL (1), 2023)

Few-shot Joint Multimodal Aspect-Sentiment Analysis Based on Generative Multimodal Prompt. - Xiaocui Yang; Shi Feng 001; Daling Wang; Qi Sun; Wenfang Wu; Yifei Zhang 003; Pengfei Hong; Soujanya Poria (ACL (Findings), 2023)

Multiple Contrastive Learning for Multimodal Sentiment Analysis. - Xiaocui Yang; Shi Feng 001; Daling Wang; Pengfei Hong; Soujanya Poria (ICASSP, 2023)

Few-shot Multimodal Sentiment Analysis Based on Multimodal Probabilistic Fusion Prompts. - Xiaocui Yang; Shi Feng 001; Daling Wang; Yifei Zhang 003; Soujanya Poria (ACM Multimedia, 2023)

Few-shot Joint Multimodal Aspect-Sentiment Analysis Based on Generative Multimodal Prompt. - Xiaocui Yang; Shi Feng 001; Daling Wang; Sun Qi; Wenfang Wu; Yifei Zhang 003; Pengfei Hong; Soujanya Poria (CoRR, 2023)

MM-BigBench: Evaluating Multimodal Models on Multimodal Content Comprehension Tasks. - Xiaocui Yang; Wenfang Wu; Shi Feng 001; Ming Wang 006; Daling Wang; Yang Li 055; Qi Sun; Yifei Zhang 003; Xiaoming Fu 001; Soujanya Poria (CoRR, 2023)

Few-Shot Multimodal Named Entity Recognition Based on Mutlimodal Causal Intervention Graph. - Feihong Lu; Xiaocui Yang; Qian Li 033; Qingyun Sun; Ke Jiang; Cheng Ji 001; Jianxin Li 002 (LREC/COLING, 2024)

PAPER: A Persona-Aware Chain-of-Thought Learning Framework for Personalized Dialogue Response Generation. - Yameng Li; Shi Feng 001; Daling Wang; Yifei Zhang 003; Xiaocui Yang (NLPCC (1), 2024)

Consistency Guided Knowledge Retrieval and Denoising in LLMs for Zero-shot Document-level Relation Triplet Extraction. - Qi Sun; Kun Huang; Xiaocui Yang; Rong Tong; Kun Zhang; Soujanya Poria (WWW, 2024)

Can LLMs Beat Humans in Debating? A Dynamic Multi-agent Framework for Competitive Debate. - Yiqun Zhang; Xiaocui Yang; Shi Feng 001; Daling Wang; Yifei Zhang 003; Kaisong Song (CoRR, 2024)

Affective Computing in the Era of Large Language Models: A Survey from the NLP Perspective. - Yiqun Zhang; Xiaocui Yang; Xingle Xu; Zeran Gao; Yijie Huang; Shiyi Mu; Shi Feng 001; Daling Wang; Yifei Zhang 003; Kaisong Song; Ge Yu 001 (CoRR, 2024)

Hierarchical Retrieval-Augmented Generation Model with Rethink for Multi-hop Question Answering. - Xiaoming Zhang 009; Ming Wang 006; Xiaocui Yang; Daling Wang; Shi Feng 001; Yifei Zhang 003 (CoRR, 2024)

Minstrel: Structural Prompt Generation with Multi-Agents Coordination for Non-AI Experts. - Ming Wang 006; Yuanzhong Liu; Xiaoyu Liang; Yijie Huang; Daling Wang; Xiaocui Yang; Sijia Shen; Shi Feng 001; Xiaoming Zhang 009; Chaofeng Guan; Yifei Zhang 003 (CoRR, 2024)

Generative Emotion Cause Explanation in Multimodal Conversations. - Lin Wang 063; Xiaocui Yang; Shi Feng 001; Daling Wang; Yifei Zhang 003 (CoRR, 2024)

PsyDraw: A Multi-Agent Multimodal System for Mental Health Screening in Left-Behind Children. - Yiqun Zhang; Xiaocui Yang; Xiaobai Li; Siyuan Yu; Yi Luan; Shi Feng 001; Daling Wang; Yifei Zhang 003 (CoRR, 2024)

Language Models as Continuous Self-Evolving Data Engineers. - Peidong Wang; Ming Wang 006; Zhiming Ma; Xiaocui Yang; Shi Feng 001; Daling Wang; Yifei Zhang 003 (CoRR, 2024)

AnnaAgent: Dynamic Evolution Agent System with Multi-Session Memory for Realistic Seeker Simulation. - Ming Wang 006; Peidong Wang; Lin Wu; Xiaocui Yang; Daling Wang; Shi Feng 001; Yuxin Chen; Bixuan Wang; Yifei Zhang 003 (ACL (Findings), 2025)

Pixel-Level Reasoning Segmentation via Multi-turn Conversations. - Dexian Cai; Xiaocui Yang; Yongkang Liu 002; Daling Wang; Shi Feng 001; Yifei Zhang 003; Soujanya Poria (ACL (1), 2025)

MUSE: A Multimodal Conversational Recommendation Dataset with Scenario-Grounded User Profiles. - Zihan Wang; Xiaocui Yang; Yongkang Liu 002; Shi Feng 001; Daling Wang; Yifei Zhang 003 (ACL (Findings), 2025)

SemanticCamo: Jailbreaking Large Language Models through Semantic Camouflage. - Jihui Yan; Xiaocui Yang; Daling Wang; Shi Feng 001; Yifei Zhang 003; Yinzhi Zhao (ACL (Findings), 2025)

TOOL-ED: Enhancing Empathetic Response Generation with the Tool Calling Capability of LLM. - Huiying Cao; Yiqun Zhang; Shi Feng 001; Xiaocui Yang; Daling Wang; Yifei Zhang 003 (COLING, 2025)

Generative Emotion Cause Explanation in Multimodal Conversations. - Lin Wang 063; Xiaocui Yang; Shi Feng 001; Daling Wang; Yifei Zhang 003; Zhitao Zhang (ICMR, 2025)

Is Mamba effective for time series forecasting? - Zihan Wang; Fanheng Kong; Shi Feng 001; Ming Wang 006; Xiaocui Yang; Han Zhao; Daling Wang; Yifei Zhang 003 (Neurocomputing, 2025)

MM-InstructEval: Zero-shot evaluation of (Multimodal) Large Language Models on multimodal reasoning tasks. - Xiaocui Yang; Wenfang Wu; Shi Feng 001; Ming Wang 006; Daling Wang; Yang Li 055; Qi Sun; Yifei Zhang 003; Xiaoming Fu 001; Soujanya Poria (Inf. Fusion, 2025)

HIPPO: Enhancing the Table Understanding Capability of Large Language Models through Hybrid-Modal Preference Optimization. - Zhenghao Liu 001; Haolan Wang; Xinze Li; Qiushi Xiong; Xiaocui Yang; Yu Gu 002; Yukun Yan; Qi Shi 002; Fangfang Li 002; Ge Yu 001; Maosong Sun 001 (CoRR, 2025)

Nature-Inspired Population-Based Evolution of Large Language Models. - Yiqun Zhang; Peng Ye 006; Xiaocui Yang; Shi Feng 001; Shufei Zhang; Lei Bai 001; Wanli Ouyang; Shuyue Hu (CoRR, 2025)

Enhancing LLM-based Recommendation through Semantic-Aligned Collaborative Knowledge. - Zihan Wang; Jinghao Lin; Xiaocui Yang; Yongkang Liu 002; Shi Feng 001; Daling Wang; Yifei Zhang 003 (CoRR, 2025)

Modality Curation: Building Universal Embeddings for Advanced Multimodal Information Retrieval. - Fanheng Kong; Jingyuan Zhang; Yahui Liu; Hongzhi Zhang; Shi Feng 001; Xiaocui Yang; Daling Wang; Yu Tian; Victoria W.; Fuzheng Zhang; Guorui Zhou (CoRR, 2025)

Why Do More Experts Fail? A Theoretical Analysis of Model Merging. - Zijing Wang; Xingle Xu; Yongkang Liu 002; Yiqun Zhang; Peiqin Lin; Shi Feng 001; Xiaocui Yang; Daling Wang; Hinrich Schütze (CoRR, 2025)

MEKiT: Multi-source Heterogeneous Knowledge Injection Method via Instruction Tuning for Emotion-Cause Pair Extraction. - Shiyi Mu; Yongkang Liu 002; Shi Feng 001; Xiaocui Yang; Daling Wang; Yifei Zhang 003 (CoRR, 2025)

Resource-Limited Joint Multimodal Sentiment Reasoning and Classification via Chain-of-Thought Enhancement and Distillation. - Haonan Shangguan; Xiaocui Yang; Shi Feng 001; Daling Wang; Yifei Zhang 003; Ge Yu 001 (CoRR, 2025)

MoLAN: A Unified Modality-Aware Noise Dynamic Editing Framework for Multimodal Sentiment Analysis. - Xingle Xu; Yongkang Liu 002; Dexian Cai; Shi Feng 001; Xiaocui Yang; Daling Wang; Yifei Zhang 003 (CoRR, 2025)