Does tang poetry affect human emotional state? A pilot study by EEG. - Panpan Wang; Yazhou Zhang 001; Xiang Li 064; Yuexian Hou; Dawei Song 001 (BIBM, 2017)

Unsupervised Sentiment Analysis of Twitter Posts Using Density Matrix Representation. - Yazhou Zhang 001; Dawei Song 001; Xiang Li 064; Peng Zhang 002 (ECIR, 2018)

Regularizing Deep Neural Networks with an Ensemble-based Decorrelation Method. - Shuqin Gu; Yuexian Hou; Lipeng Zhang; Yazhou Zhang 001 (IJCAI, 2018)

Investigating the Dynamic Decision Mechanisms of Users' Relevance Judgment for Information Retrieval via Log Analysis. - Yi Su; Jingfei Li; Dawei Song 001; Pengqing Zhang; Yazhou Zhang 001 (PRICAI (1), 2018)

A quantum-inspired multimodal sentiment analysis framework. - Yazhou Zhang 001; Dawei Song 001; Peng Zhang 002; Panpan Wang; Jingfei Li; Xiang Li 064; Benyou Wang (Theor. Comput. Sci., 2018)

Variational Autoencoder based Latent Factor Decoding of Multichannel EEG for Emotion Recognition. - Xiang Li 064; Zhigang Zhao; Dawei Song 001; Yazhou Zhang 001; Chunyang Niu; Junwei Zhang 009; Jidong Huo; Jing Li (BIBM, 2019)

QPIN: A Quantum-inspired Preference Interactive Network for E-commerce Recommendation. - Panpan Wang; Zhao Li 007; Yazhou Zhang 001; Yuexian Hou; Liangzhu Ge (CIKM, 2019)

Quantum-Inspired DMATT-BiGRU for Conversational Sentiment Analysis. - Peng Guo; Junwei Zhang 009; Yuexian Hou; Xiujun Gong; Panpan Wang; Yazhou Zhang 001 (ICTAI, 2019)

Quantum-Inspired Interactive Networks for Conversational Sentiment Analysis. - Yazhou Zhang 001; Qiuchi Li; Dawei Song 001; Peng Zhang 002; Panpan Wang (IJCAI, 2019)

A quantum-inspired sentiment representation model for twitter sentiment analysis. - Yazhou Zhang 001; Dawei Song 001; Peng Zhang 002; Xiang Li 064; Panpan Wang (Appl. Intell., 2019)

ScenarioSA: A Dyadic Conversational Database for Interactive Sentiment Analysis. - Yazhou Zhang 001; Zhipeng Zhao; Panpan Wang; Xiang Li 064; Lu Rong; Dawei Song 001 (IEEE Access, 2020)

A Quantum-Like multimodal network framework for modeling interaction dynamics in multiparty conversational sentiment analysis. - Yazhou Zhang 001; Dawei Song 001; Xiang Li 064; Peng Zhang 002; Panpan Wang; Lu Rong; Guangliang Yu; Bo Wang 011 (Inf. Fusion, 2020)

Emotion Recognition from Multi-channel EEG Data through A Dual-pipeline Graph Attention Network. - Xiang Li 064; Jing Li; Yazhou Zhang 001; Prayag Tiwari (BIBM, 2021)

Supercomputer Supported Online Deep Learning Techniques for High Throughput EEG Prediction. - Xiang Li 064; Yazhou Zhang 001; Jing Li (BIBM, 2021)

Multi-Task Learning for Jointly Detecting Depression and Emotion. - Yazhou Zhang 001; Xiang Li 064; Lu Rong; Prayag Tiwari (BIBM, 2021)

MedSeq2Seq: A Medical Knowledge Enriched Sequence to Sequence Learning Model for COVID-19 Diagnosis. - Yazhou Zhang 001; Lu Rong; Xiang Li 064; Prayag Tiwari; Qian Zheng; Hui Liang 004 (BIBM, 2021)

What Does Your Smile Mean? Jointly Detecting Multi-Modal Sarcasm and Sentiment Using Quantum Probability. - Yaochen Liu; Yazhou Zhang 001; Qiuchi Li; Benyou Wang; Dawei Song 001 (EMNLP (Findings), 2021)

QIRM: A quantum interactive retrieval model for session search. - Panpan Wang; Yuexian Hou; Zhao Li 007; Yazhou Zhang 001 (Neurocomputing, 2021)

Learning interaction dynamics with an interactive LSTM for conversational sentiment analysis. - Yazhou Zhang 001; Prayag Tiwari; Dawei Song 001; Xiaoliu Mao; Panpan Wang; Xiang Li 064; Hari Mohan Pandey (Neural Networks, 2021)

CFN: A Complex-Valued Fuzzy Network for Sarcasm Detection in Conversations. - Yazhou Zhang 001; Yaochen Liu; Qiuchi Li; Prayag Tiwari; Benyou Wang; Yuhua Li; Hari Mohan Pandey; Peng Zhang 002; Dawei Song 001 (IEEE Trans. Fuzzy Syst., 2021)

Prompt Learning for Multi-modal COVID-19 Diagnosis. - Yang Yu 044; Lu Rong; Mengyao Wang; Min Huang 001; Yazhou Zhang 001; Yijie Ding (BIBM, 2022)

A Hybrid Model for Depression Detection With Transformer and Bi-directional Long Short-Term Memory. - Yazhou Zhang 001; Yu He; Lu Rong; Yijie Ding (BIBM, 2022)

Multi-modal Sentiment and Emotion Joint Analysis with a Deep Attentive Multi-task Learning Model. - Yazhou Zhang 001; Lu Rong; Xiang Li 064; Rui Chen (ECIR (1), 2022)

Beyond Emotion: A Multi-Modal Dataset for Human Desire Understanding. - Ao Jia; Yu He; Yazhou Zhang 001; Sagar Uprety; Dawei Song 001; Christina Lioma (NAACL-HLT, 2022)

A Multibias-Mitigated and Sentiment Knowledge Enriched Transformer for Debiasing in Multimodal Conversational Emotion Recognition. - Jinglin Wang; Fang Ma; Yazhou Zhang 001; Dawei Song 001 (NLPCC (1), 2022)

SwitchNet: A modular neural network for adaptive relation extraction. - Hongyin Zhu; Prayag Tiwari; Yazhou Zhang 001; Deepak Gupta 002; Meshal Alharbi; Tri Gia Nguyen; Shahram Dehdashti (Comput. Electr. Eng., 2022)

A fuzzy semantic representation and reasoning model for multiple associative predicates in knowledge graph. - Pu Li; Xin Wang; Hui Liang 004; Suzhi Zhang; Yazhou Zhang 001; Yuncheng Jiang; Yong Tang 001 (Inf. Sci., 2022)

Affective Interaction: Attentive Representation Learning for Multi-Modal Sentiment Classification. - Yazhou Zhang 001; Prayag Tiwari; Lu Rong; Rui Chen; Nojoom A. Alnajem; M. Shamim Hossain (ACM Trans. Multim. Comput. Commun. Appl., 2022)

InteractiveSentimentDataset. - Yazhou Zhang 001; Zhipeng Zhao; Panpan Wang; Xiang Li 064; Lu Rong; Dawei Song 001 (IEEE DataPort, 2022)

MIP-GAT: A Multi-Task Interactive Graph Attention Network with Position Encodings for Joint Sentiment Classification and Emotion Recognition. - Ao Jia; Yazhou Zhang 001; Sagar Uprety; Dawei Song 001 (CogSci, 2023)

CMMA: Benchmarking Multi-Affection Detection in Chinese Multi-Modal Conversations. - Yazhou Zhang 001; Yang Yu 044; Qing Guo; Benyou Wang; Dongming Zhao; Sagar Uprety; Dawei Song 001; Qiuchi Li; Jing Qin 001 (NeurIPS, 2023)

SentiImgBank: A Large Scale Visual Repository for Image Sentiment Analysis. - Yazhou Zhang 001; Yu He; Rui Chen; Lu Rong (PRCV (11), 2023)

DialogueLLM: Context and Emotion Knowledge-Tuned LLaMA Models for Emotion Recognition in Conversations. - Yazhou Zhang 001; Mengyao Wang; Prayag Tiwari; Qiuchi Li; Benyou Wang; Jing Qin 001 (CoRR, 2023)

EEG Based Emotion Recognition: A Tutorial and Review. - Xiang Li 064; Yazhou Zhang 001; Prayag Tiwari; Dawei Song 001; Bin Hu 001; Meihong Yang; Zhigang Zhao; Neeraj Kumar 001; Pekka Marttinen (ACM Comput. Surv., 2023)

Stance-level Sarcasm Detection with BERT and Stance-centered Graph Attention Networks. - Yazhou Zhang 001; Dan Ma 010; Prayag Tiwari; Chen Zhang 020; Mehedi Masud; Mohammad Shorfuzzaman; Dawei Song 001 (ACM Trans. Internet Techn., 2023)

Metaverse Virtual Social Center for the Elderly Communication During the Social Distancing. - Hui Liang 004; Jiupeng Li; Yi Wang; Junjun Pan; Yazhou Zhang 001; Xiaohang Dong (Virtual Real. Intell. Hardw., 2023)

Multi-user upper limb rehabilitation training system integrating social interaction. - Hui Liang 004; Shiqing Liu; Yi Wang; Junjun Pan; Yazhou Zhang 001; Xiaohang Dong (Comput. Graph., 2023)

A Multitask learning model for multimodal sarcasm, sentiment and emotion recognition in conversations. - Yazhou Zhang 001; Jinglin Wang; Yaochen Liu; Lu Rong; Qian Zheng; Dawei Song 001; Prayag Tiwari; Jing Qin 001 (Inf. Fusion, 2023)

A Multimodal Coupled Graph Attention Network for Joint Traffic Event Detection and Sentiment Classification. - Yazhou Zhang 001; Prayag Tiwari; Qian Zheng; Abdulmotaleb El Saddik; M. Shamim Hossain (IEEE Trans. Intell. Transp. Syst., 2023)

Multi-level correlation mining framework with self-supervised label generation for multimodal sentiment analysis. - Zuhe Li; Qingbing Guo; Yushan Pan; Weiping Ding 001; Jun Yu 011; Yazhou Zhang 001; Weihua Liu; Haoran Chen 004; Hao Wang 003; Ying Xie 002 (Inf. Fusion, 2023)

Chain of Stance: Stance Detection with Large Language Models. - Junxia Ma; Changjiang Wang; Hanwen Xing; Dongming Zhao; Yazhou Zhang 001 (NLPCC (5), 2024)

Pushing The Limit of LLM Capacity for Text Classification. - Yazhou Zhang 001; Mengyao Wang; Chenyu Ren; Qiuchi Li; Prayag Tiwari; Benyou Wang; Jing Qin 001 (CoRR, 2024)

WundtGPT: Shaping Large Language Models To Be An Empathetic, Proactive Psychologist. - Chenyu Ren; Yazhou Zhang 001; Daihai He; Jing Qin 001 (CoRR, 2024)

Learning interactions across sentiment and emotion with graph attention network and position encodings. - Ao Jia; Yazhou Zhang 001; Sagar Uprety; Dawei Song 001 (Pattern Recognit. Lett., 2024)

A Quantum Probability Driven Framework for Joint Multi-Modal Sarcasm, Sentiment and Emotion Analysis. - Yaochen Liu; Yazhou Zhang 001; Dawei Song 001 (IEEE Trans. Affect. Comput., 2024)

A Survey of Quantum-cognitively Inspired Sentiment Analysis Models. - Yaochen Liu; Qiuchi Li; Benyou Wang; Yazhou Zhang 001; Dawei Song 001 (ACM Comput. Surv., 2024)

M3GAT: A Multi-modal, Multi-task Interactive Graph Attention Network for Conversational Sentiment Analysis and Emotion Recognition. - Yazhou Zhang 001; Ao Jia; Bo Wang 011; Peng Zhang 002; Dongming Zhao; Pu Li; Yuexian Hou; Xiaojia Jin; Dawei Song 001; Jing Qin 001 (ACM Trans. Inf. Syst., 2024)

A Dual Channel Cyber-Physical Transportation Network for Detecting Traffic Incidents and Driver Emotion. - Yazhou Zhang 001; Yu He; Rui Chen; Prayag Tiwari; Abdulmotaleb El Saddik; M. Shamim Hossain (IEEE Trans. Consumer Electron., 2024)

Learning Multitask Commonness and Uniqueness for Multimodal Sarcasm Detection and Sentiment Analysis in Conversation. - Yazhou Zhang 001; Yang Yu 044; Dongming Zhao; Zuhe Li; Bo Wang 011; Yuexian Hou; Prayag Tiwari; Jing Qin 001 (IEEE Trans. Artif. Intell., 2024)

Identification of human microRNA-disease association via low-rank approximation-based link propagation and multiple kernel learning. - Yizheng Wang; Xin Zhang 103; Ying Ju; Qing Liu; Quan Zou 001; Yazhou Zhang 001; Yijie Ding; Ying Zhang 060 (Frontiers Comput. Sci., 2024)

Self-Adaptive Representation Learning Model for Multi-Modal Sentiment and Sarcasm Joint Analysis. - Yazhou Zhang 001; Yang Yu 044; Mengyao Wang; Min Huang 001; M. Shamim Hossain (ACM Trans. Multim. Comput. Commun. Appl., 2024)

Is Sarcasm Detection a Step-by-Step Reasoning Process in Large Language Models? - Ben Yao; Yazhou Zhang 001; Qiuchi Li; Jing Qin 001 (AAAI, 2025)

MER 2025: When Affective Computing Meets Large Language Models. - Zheng Lian 004; Rui Liu 008; Kele Xu; Bin Liu 041; Xuefei Liu; Yazhou Zhang 001; Xin Liu 012; Yong Li 032; Zebang Cheng; Haolin Zuo; Ziyang Ma 001; Xiaojiang Peng; et al. (ACM Multimedia, 2025)

Are MLLMs Trapped in the Visual Room? - Yazhou Zhang 001; Chunwang Zou; Qimeng Liu; Lu Rong; Ben Yao; Zheng Lian 004; Qiuchi Li; Peng Zhang 002; Jing Qin 001 (PRCV (7), 2025)

Pushing The Limit of LLM Capacity for Text Classification. - Yazhou Zhang 001; Mengyao Wang; Qiuchi Li; Prayag Tiwari; Jing Qin 001 (WWW (Companion Volume), 2025)

Edu-Values: Towards Evaluating the Chinese Education Values of Large Language Models. - Peiyi Zhang; Yazhou Zhang 001; Bo Wang 011; Lu Rong; Prayag Tiwari; Jing Qin 001 (WWW (Companion Volume), 2025)

BegoniaGPT: Cultivating the large language model to be an exceptional K-12 English teacher. - Lu Rong; Yazhou Zhang 001; Prayag Tiwari; Mei Yu (Neural Networks, 2025)

DialogueLLM: Context and emotion knowledge-tuned large language models for emotion recognition in conversations. - Yazhou Zhang 001; Mengyao Wang; Youxi Wu; Prayag Tiwari; Qiuchi Li; Benyou Wang; Jing Qin 001 (Neural Networks, 2025)

SarcasmBench: Towards Evaluating Large Language Models on Sarcasm Understanding. - Yazhou Zhang 001; Chunwang Zou; Zheng Lian 004; Prayag Tiwari; Jing Qin 001 (IEEE Trans. Affect. Comput., 2025)

Commander-GPT: Dividing and Routing for Multimodal Sarcasm Detection. - Yazhou Zhang 001; Chunwang Zou; Bo Wang 011; Jing Qin 001; Prayag Tiwari (Trans. Mach. Learn. Res., 2025)

Beyond Single-Sentence Prompts: Upgrading Value Alignment Benchmarks with Dialogues and Stories. - Yazhou Zhang 001; Qimeng Liu; Qiuchi Li; Peng Zhang 002; Jing Qin 001 (CoRR, 2025)

NurValues: Real-World Nursing Values Evaluation for Large Language Models in Clinical Context. - Ben Yao; Qiuchi Li; Yazhou Zhang 001; Siyu Yang; Bohan Zhang; Prayag Tiwari; Jing Qin 001 (CoRR, 2025)

Are MLMs Trapped in the Visual Room? - Yazhou Zhang 001; Chunwang Zou; Qimeng Liu; Lu Rong; Ben Yao; Zheng Lian 004; Qiuchi Li; Peng Zhang 002; Jing Qin 001 (CoRR, 2025)

MALM: A Multi-Information Adapter for Large Language Models to Mitigate Hallucination. - Ao Jia; Haiming Wu; Guohui Yao; Dawei Song 001; Songkun Ji; Yazhou Zhang 001 (CoRR, 2025)

Commander-GPT: Dividing and Routing for Multimodal Sarcasm Detection. - Yazhou Zhang 001; Chunwang Zou; Bo Wang 011; Jing Qin 001 (CoRR, 2025)

Large Language Models for Subjective Language Understanding: A Survey. - Changhao Song; Yazhou Zhang 001; Hui Gao; Ben Yao; Peng Zhang 002 (CoRR, 2025)

Seeing is Not Understanding: A Benchmark on Perception-Cognition Disparities in Large Language Models. - Haokun Li; Yazhou Zhang 001; Jizhi Ding; Qiuchi Li; Peng Zhang 002 (CoRR, 2025)

Visual Room 2.0: Seeing is Not Understanding for MLLMs. - Haokun Li; Yazhou Zhang 001; Jizhi Ding; Qiuchi Li; Peng Zhang 002 (CoRR, 2025)

Large Emotional World Model. - Changhao Song; Yazhou Zhang 001; Hui Gao; Chang Yang; Peng Zhang 002 (CoRR, 2025)

AffectGPT-RL: Revealing Roles of Reinforcement Learning in Open-Vocabulary Emotion Recognition. - Zheng Lian 004; Fan Zhang 111; Lan Chen 005; Yazhou Zhang 001; Rui Liu 008; Jinyang Wu; Haoyu Chen 001; Xiaobai Li; Xiaojiang Peng; Bin He; Jianhua Tao 001 (CoRR, 2026)

Adaptive Boosting LLMs for Text Classification. - Mengyao Wang; Yazhou Zhang 001; Chenyu Ren; Qiuchi Li; Prayag Tiwari; Benyou Wang; Jing Qin 001 (IEEE Trans. Neural Networks Learn. Syst., 2026)