Two-View Label Propagation to Semi-supervised Reader Emotion Classification. - Shoushan Li; Jian Xu; Dong Zhang 013; Guodong Zhou 001 (COLING, 2016)

User Classification with Multiple Textual Perspectives. - Dong Zhang 013; Shoushan Li; Hongling Wang; Guodong Zhou 001 (COLING, 2016)

Modeling the Clause-Level Structure to Multimodal Sentiment Analysis via Reinforcement Learning. - Dong Zhang 013; Shoushan Li; Qiaoming Zhu; Guodong Zhou 001 (ICME, 2019)

Multi-Modal Language Analysis with Hierarchical Interaction-Level and Selection-Level Attentions. - Dong Zhang 013; Liangqing Wu; Shoushan Li; Qiaoming Zhu; Guodong Zhou 001 (ICME, 2019)

Modeling both Context- and Speaker-Sensitive Dependence for Emotion Detection in Multi-speaker Conversations. - Dong Zhang 013; Liangqing Wu; Changlong Sun; Shoushan Li; Qiaoming Zhu; Guodong Zhou 001 (IJCAI, 2019)

Effective Sentiment-relevant Word Selection for Multi-modal Sentiment Analysis in Spoken Language. - Dong Zhang 013; Shoushan Li; Qiaoming Zhu; Guodong Zhou 001 (ACM Multimedia, 2019)

Hierarchical-Gate Multimodal Network for Human Communication Comprehension. - Qiyuan Liu 005; Liangqing Wu; Yang Xu 027; Dong Zhang 013; Shoushan Li; Guodong Zhou 001 (NLPCC (2), 2019)

Many vs. Many Query Matching with Hierarchical BERT and Transformer. - Yang Xu 027; Qiyuan Liu 005; Dong Zhang 013; Shoushan Li; Guodong Zhou 001 (NLPCC (1), 2019)

基于上下文增强LSTM的多模态情感分析 (Multi-modal Sentiment Analysis with Context-augmented LSTM). - Qiyuan Liu 005; Dong Zhang 013; Liangqing Wu; Shoushan Li (计算机科学, 2019)

基于多任务学习的多模态情绪识别方法 (Multi-modal Emotion Recognition Approach Based on Multi-task Learning). - Liangqing Wu; Dong Zhang 013; Shoushan Li; Ying Chen 012 (计算机科学, 2019)

Multi-modal Multi-label Emotion Detection with Modality and Label Dependence. - Dong Zhang 013; Xincheng Ju; Junhui Li 001; Shoushan Li; Qiaoming Zhu; Guodong Zhou 001 (EMNLP (1), 2020)

Speaker Personality Recognition With Multimodal Explicit Many2many Interactions. - Liangqing Wu; Dong Zhang 013; Qiyuan Liu 005; Shoushan Li; Guodong Zhou 001 (ICME, 2020)

Transformer-based Label Set Generation for Multi-modal Multi-label Emotion Detection. - Xincheng Ju; Dong Zhang 013; Junhui Li 001; Guodong Zhou 001 (ACM Multimedia, 2020)

Modeling both Intra- and Inter-modal Influence for Real-Time Emotion Detection in Conversations. - Dong Zhang 013; Weisheng Zhang; Shoushan Li; Qiaoming Zhu; Guodong Zhou 001 (ACM Multimedia, 2020)

Multi-Modal Sentiment Classification With Independent and Interactive Knowledge via Semi-Supervised Learning. - Dong Zhang 013; Shoushan Li; Qiaoming Zhu; Guodong Zhou 001 (IEEE Access, 2020)

Multi-modal Multi-label Emotion Recognition with Heterogeneous Hierarchical Message Passing. - Dong Zhang 013; Xincheng Ju; Wei Zhang; Junhui Li 001; Shoushan Li; Qiaoming Zhu; Guodong Zhou 001 (AAAI, 2021)

Multi-modal Graph Fusion for Named Entity Recognition with Targeted Visual Guidance. - Dong Zhang 013; Suzhong Wei; Shoushan Li; Hanqian Wu; Qiaoming Zhu; Guodong Zhou 001 (AAAI, 2021)

More than Text: Multi-modal Chinese Word Segmentation. - Dong Zhang 013; Zheng Hu; Shoushan Li; Hanqian Wu; Qiaoming Zhu; Guodong Zhou 001 (ACL/IJCNLP (2), 2021)

Joint Multi-modal Aspect-Sentiment Analysis with Auxiliary Cross-modal Relation Detection. - Xincheng Ju; Dong Zhang 013; Rong Xiao; Junhui Li 001; Shoushan Li; Min Zhang 005; Guodong Zhou 001 (EMNLP (1), 2021)

Unified Multi-Modal Multi-Task Joint Learning for Language-Vision Relation Inference. - Wenjie Lu; Dong Zhang 013 (ICME, 2022)

Few-Shot Multi-Modal Sentiment Analysis with Prompt-Based Vision-Aware Language Modeling. - Yang Yu; Dong Zhang 013 (ICME, 2022)

Unified Multi-modal Pre-training for Few-shot Sentiment Analysis with Prompt-based Learning. - Yang Yu; Dong Zhang 013; Shoushan Li (ACM Multimedia, 2022)

Real-time Emotion Pre-Recognition in Conversations with Contrastive Multi-modal Dialogue Pre-training. - Xincheng Ju; Dong Zhang 013; Suyang Zhu; Junhui Li 001; Shoushan Li; Guodong Zhou 001 (CIKM, 2023)

Comment-Aware Multi-Modal Heterogeneous Pre-Training for Humor Detection in Short-Form Videos. - Yang Liu 358; Huanqin Ping; Dong Zhang 013; Qingying Sun; Shoushan Li; Guodong Zhou 001 (ECAI, 2023)

A Unified MRC Framework with Multi-Query for Multi-modal Relation Triplets Extraction. - Qiang Chen; Dong Zhang 013; Shoushan Li; Guodong Zhou 001 (ICME, 2023)

A Text-Image Pair Is Not Enough: Language-Vision Relation Inference with Auxiliary Modality Translation. - Wenjie Lu; Dong Zhang 013; Shoushan Li; Guodong Zhou 001 (NLPCC (2), 2023)

A Benchmark for Hierarchical Emotion Cause Extraction in Spoken Dialogues. - Huanqin Ping; Dong Zhang 013; Suyang Zhu; Junhui Li 001; Guodong Zhou 001 (IEEE Signal Process. Lett., 2023)

Two Heads are Better than One: Zero-shot Cognitive Reasoning via Multi-LLM Knowledge Fusion. - Liang Liu; Dong Zhang 013; Shoushan Li; Guodong Zhou 001; Erik Cambria (CIKM, 2024)

Bilingual Multimodal Graph Modeling for Text-Image Relation Inference. - Dong Zhang 013; Wenjie Lu; Shoushan Li; Guodong Zhou 001 (DASFAA (3), 2024)

Cross-domain NER with Generated Task-Oriented Knowledge: An Empirical Study from Information Density Perspective. - Zhihao Zhang; Sophia Yat Mei Lee; Junshuang Wu; Dong Zhang 013; Shoushan Li; Erik Cambria; Guodong Zhou 001 (EMNLP, 2024)

Generative Chain-of-Thought for Zero-Shot Cognitive Reasoning. - Liang Liu; Dong Zhang 013; Suyang Zhu; Shoushan Li (ICANN (5), 2024)

Hair Transfer with Efficient Heuristic Chain of Editing. - Yuansheng Ma; Dong Zhang 013; Suyang Zhu; Shoushan Li (ICANN (3), 2024)

Comment-aided Video-Language Alignment via Contrastive Pre-training for Short-form Video Humor Detection. - Yang Liu 358; Tongfei Shen; Dong Zhang 013; Qingying Sun; Shoushan Li; Guodong Zhou 001 (ICMR, 2024)

ECFCON: Emotion Consequence Forecasting in Conversations. - Xincheng Ju; Dong Zhang 013; Suyang Zhu; Junhui Li 001; Shoushan Li; Guodong Zhou 001 (ACM Multimedia, 2024)

Response generation in multi-modal dialogues with split pre-generation and cross-modal contrasting. - Linqin Li; Dong Zhang 013; Suyang Zhu; Shoushan Li; Guodong Zhou 001 (Inf. Process. Manag., 2024)

A Comprehensive Graph Framework for Question Answering with Mode-Seeking Preference Alignment. - Quanwei Tang; Sophia Yat Mei Lee; Junshuang Wu; Dong Zhang 013; Shoushan Li; Erik Cambria; Guodong Zhou 001 (ACL (Findings), 2025)

Vision-aided Unsupervised Constituency Parsing with Multi-MLLM Debating. - Dong Zhang 013; Haiyan Tian; Qingying Sun; Shoushan Li (ACL (Findings), 2025)

Age Inference on both Textual and Social Perspectives with Semi-supervised Learning. - Wu Dan; Zixuan Teng; Dong Zhang 013 (CogSci, 2025)

Zero-shot Cross-lingual NER via Mitigating Language Difference: An Entity-aligned Translation Perspective. - Zhihao Zhang; Sophia Yat Mei Lee; Dong Zhang 013; Shoushan Li; Guodong Zhou 001 (EMNLP (Findings), 2025)

Learning Joint General and Specific Representation with Masked Auto-Encoder for Radiology Report Generation. - Tongfei Shen; Zixuan Teng; Dong Zhang 013 (ICANN (4), 2025)

Pathological Section Staining Transferring with Tailored Metric-based Model Selection. - Yiming Ji; Suyang Zhu; Dong Zhang 013; Shoushan Li (ICASSP, 2025)

Cross-Domain Constituency Parsing with Multi-LLM Debate. - Qingying Sun; Haiyan Tian; Dong Zhang 013 (ICIC (23), 2025)

Unified Option Generation for Zero- and Few-Shot Emotion and Cause Analysis in Dialogues. - Qingying Sun; Zhihao Zhang; Dong Zhang 013 (ICIC (23), 2025)

Emotion across Modalities and Cultures: Multilingual Multimodal Emotion-Cause Analysis with Memory-inspired Framework. - Dan Wu; Xincheng Ju; Dong Zhang 013; Shoushan Li; Erik Cambria; Guodong Zhou 001 (ACM Multimedia, 2025)

Ueco: Unified editing chain for efficient appearance transfer with multimodality-guided diffusion. - Yuansheng Ma; Dong Zhang 013; Shoushan Li; Erik Cambria; Guodong Zhou 001 (Expert Syst. Appl., 2025)

Enhanced Generative Framework With LLMs for Multimodal Emotion-Cause Pair Extraction in Conversations. - Xincheng Ju; Dong Zhang 013; Junhui Li 001; Shoushan Li; Guodong Zhou 001 (IEEE Trans. Multim., 2025)

Training-free and zero-shot regeneration for hallucination mitigation in MLLMs: Representation understanding perspective. - Dong Zhang 013; Yuansheng Ma; Linqin Li; Shoushan Li; Erik Cambria; Guodong Zhou 001 (Expert Syst. Appl., 2026)