Yazhou Zhang

76 papers A* 5A 2B 2Journal 49Unranked 18
YearRankTypeTitle / Venue / Authors
2025 — conf
Are MLLMs Trapped in the Visual Room?
PRCV (7)
Yazhou Zhang, Chunwang Zou, Qimeng Liu, Lu Rong, Ben Yao, Zheng Lian, Qiuchi Li, Peng Zhang, Jing Qin
2025 J jnl
Are MLMs Trapped in the Visual Room?
CoRR
Yazhou Zhang, Chunwang Zou, Qimeng Liu, Lu Rong, Ben Yao, Zheng Lian, Qiuchi Li, Peng Zhang, Jing Qin
2025 J jnl
BegoniaGPT: Cultivating the large language model to be an exceptional K-12 English teacher.
Neural Networks
Lu Rong, Yazhou Zhang, Prayag Tiwari, Mei Yu
2025 J jnl
Beyond Single-Sentence Prompts: Upgrading Value Alignment Benchmarks with Dialogues and Stories.
CoRR
Yazhou Zhang, Qimeng Liu, Qiuchi Li, Peng Zhang, Jing Qin
2025 J jnl
Commander-GPT: Dividing and Routing for Multimodal Sarcasm Detection.
CoRR
Yazhou Zhang, Chunwang Zou, Bo Wang, Jing Qin
2025 J jnl
Commander-GPT: Dividing and Routing for Multimodal Sarcasm Detection.
Trans. Mach. Learn. Res.
Yazhou Zhang, Chunwang Zou, Bo Wang, Jing Qin, Prayag Tiwari
2025 J jnl
DialogueLLM: Context and emotion knowledge-tuned large language models for emotion recognition in conversations.
Neural Networks
Yazhou Zhang, Mengyao Wang, Youxi Wu, Prayag Tiwari, Qiuchi Li, Benyou Wang, Jing Qin
2025 — conf
Edu-Values: Towards Evaluating the Chinese Education Values of Large Language Models.
WWW (Companion Volume)
Peiyi Zhang, Yazhou Zhang, Bo Wang, Lu Rong, Prayag Tiwari, Jing Qin
2025 A* conf
Is Sarcasm Detection a Step-by-Step Reasoning Process in Large Language Models?
AAAI
Ben Yao, Yazhou Zhang, Qiuchi Li, Jing Qin
2025 J jnl
Large Emotional World Model.
CoRR
Changhao Song, Yazhou Zhang, Hui Gao, Chang Yang, Peng Zhang
2025 J jnl
Large Language Models for Subjective Language Understanding: A Survey.
CoRR
Changhao Song, Yazhou Zhang, Hui Gao, Ben Yao, Peng Zhang
2025 J jnl
MALM: A Multi-Information Adapter for Large Language Models to Mitigate Hallucination.
CoRR
Ao Jia, Haiming Wu, Guohui Yao, Dawei Song, Songkun Ji, Yazhou Zhang
2025 A* conf
MER 2025: When Affective Computing Meets Large Language Models.
ACM Multimedia
Zheng Lian, Rui Liu, Kele Xu, Bin Liu, Xuefei Liu, Yazhou Zhang, Xin Liu, Yong Li, Zebang Cheng, Haolin Zuo, Ziyang Ma, Xiaojiang Peng, Xie Chen, Ya Li, Erik Cambria, Guoying Zhao, Björn W. Schuller, Jianhua Tao
2025 J jnl
MER 2025: When Affective Computing Meets Large Language Models.
CoRR
Zheng Lian, Rui Liu, Kele Xu, Bin Liu, Xuefei Liu, Yazhou Zhang, Xin Liu, Yong Li, Zebang Cheng, Haolin Zuo, Ziyang Ma, Xiaojiang Peng, Xie Chen, Ya Li, Erik Cambria, Guoying Zhao, Björn W. Schuller, Jianhua Tao
2025 J jnl
NurValues: Real-World Nursing Values Evaluation for Large Language Models in Clinical Context.
CoRR
Ben Yao, Qiuchi Li, Yazhou Zhang, Siyu Yang, Bohan Zhang, Prayag Tiwari, Jing Qin
2025 — conf
Pushing The Limit of LLM Capacity for Text Classification.
WWW (Companion Volume)
Yazhou Zhang, Mengyao Wang, Qiuchi Li, Prayag Tiwari, Jing Qin
2025 J jnl
SarcasmBench: Towards Evaluating Large Language Models on Sarcasm Understanding.
IEEE Trans. Affect. Comput.
Yazhou Zhang, Chunwang Zou, Zheng Lian, Prayag Tiwari, Jing Qin
2025 J jnl
Seeing is Not Understanding: A Benchmark on Perception-Cognition Disparities in Large Language Models.
CoRR
Haokun Li, Yazhou Zhang, Jizhi Ding, Qiuchi Li, Peng Zhang
2025 J jnl
Visual Room 2.0: Seeing is Not Understanding for MLLMs.
CoRR
Haokun Li, Yazhou Zhang, Jizhi Ding, Qiuchi Li, Peng Zhang
2024 J jnl
A Dual Channel Cyber-Physical Transportation Network for Detecting Traffic Incidents and Driver Emotion.
IEEE Trans. Consumer Electron.
Yazhou Zhang, Yu He, Rui Chen, Prayag Tiwari, Abdulmotaleb El Saddik, M. Shamim Hossain
2024 J jnl
A Quantum Probability Driven Framework for Joint Multi-Modal Sarcasm, Sentiment and Emotion Analysis.
IEEE Trans. Affect. Comput.
Yaochen Liu, Yazhou Zhang, Dawei Song
2024 J jnl
A Survey of Quantum-cognitively Inspired Sentiment Analysis Models.
ACM Comput. Surv.
Yaochen Liu, Qiuchi Li, Benyou Wang, Yazhou Zhang, Dawei Song
2024 — conf
Chain of Stance: Stance Detection with Large Language Models.
NLPCC (5)
Junxia Ma, Changjiang Wang, Hanwen Xing, Dongming Zhao, Yazhou Zhang
2024 J jnl
Chain of Stance: Stance Detection with Large Language Models.
CoRR
Junxia Ma, Changjiang Wang, Hanwen Xing, Dongming Zhao, Yazhou Zhang
2024 J jnl
Identification of human microRNA-disease association via low-rank approximation-based link propagation and multiple kernel learning.
Frontiers Comput. Sci.
Yizheng Wang, Xin Zhang, Ying Ju, Qing Liu, Quan Zou, Yazhou Zhang, Yijie Ding, Ying Zhang
2024 J jnl
Is Sarcasm Detection A Step-by-Step Reasoning Process in Large Language Models?
CoRR
Ben Yao, Yazhou Zhang, Qiuchi Li, Jing Qin
2024 J jnl
Learning Multitask Commonness and Uniqueness for Multimodal Sarcasm Detection and Sentiment Analysis in Conversation.
IEEE Trans. Artif. Intell.
Yazhou Zhang, Yang Yu, Dongming Zhao, Zuhe Li, Bo Wang, Yuexian Hou, Prayag Tiwari, Jing Qin
2024 J jnl
Learning interactions across sentiment and emotion with graph attention network and position encodings.
Pattern Recognit. Lett.
Ao Jia, Yazhou Zhang, Sagar Uprety, Dawei Song
2024 J jnl
M3GAT: A Multi-modal, Multi-task Interactive Graph Attention Network for Conversational Sentiment Analysis and Emotion Recognition.
ACM Trans. Inf. Syst.
Yazhou Zhang, Ao Jia, Bo Wang, Peng Zhang, Dongming Zhao, Pu Li, Yuexian Hou, Xiaojia Jin, Dawei Song, Jing Qin
2024 J jnl
Pushing The Limit of LLM Capacity for Text Classification.
CoRR
Yazhou Zhang, Mengyao Wang, Chenyu Ren, Qiuchi Li, Prayag Tiwari, Benyou Wang, Jing Qin
2024 J jnl
SarcasmBench: Towards Evaluating Large Language Models on Sarcasm Understanding.
CoRR
Yazhou Zhang, Chunwang Zou, Zheng Lian, Prayag Tiwari, Jing Qin
2024 J jnl
Self-Adaptive Representation Learning Model for Multi-Modal Sentiment and Sarcasm Joint Analysis.
ACM Trans. Multim. Comput. Commun. Appl.
Yazhou Zhang, Yang Yu, Mengyao Wang, Min Huang, M. Shamim Hossain
2024 J jnl
WundtGPT: Shaping Large Language Models To Be An Empathetic, Proactive Psychologist.
CoRR
Chenyu Ren, Yazhou Zhang, Daihai He, Jing Qin
2023 J jnl
A Multimodal Coupled Graph Attention Network for Joint Traffic Event Detection and Sentiment Classification.
IEEE Trans. Intell. Transp. Syst.
Yazhou Zhang, Prayag Tiwari, Qian Zheng, Abdulmotaleb El Saddik, M. Shamim Hossain
2023 J jnl
A Multitask learning model for multimodal sarcasm, sentiment and emotion recognition in conversations.
Inf. Fusion
Yazhou Zhang, Jinglin Wang, Yaochen Liu, Lu Rong, Qian Zheng, Dawei Song, Prayag Tiwari, Jing Qin
2023 J jnl
A Quantum Probability Driven Framework for Joint Multi-Modal Sarcasm, Sentiment and Emotion Analysis.
CoRR
Yaochen Liu, Yazhou Zhang, Dawei Song
2023 J jnl
A Survey of Quantum-Cognitively Inspired Sentiment Analysis Models.
CoRR
Yaochen Liu, Qiuchi Li, Benyou Wang, Yazhou Zhang, Dawei Song
2023 A* conf
CMMA: Benchmarking Multi-Affection Detection in Chinese Multi-Modal Conversations.
NeurIPS
Yazhou Zhang, Yang Yu, Qing Guo, Benyou Wang, Dongming Zhao, Sagar Uprety, Dawei Song, Qiuchi Li, Jing Qin
2023 J jnl
DialogueLLM: Context and Emotion Knowledge-Tuned LLaMA Models for Emotion Recognition in Conversations.
CoRR
Yazhou Zhang, Mengyao Wang, Prayag Tiwari, Qiuchi Li, Benyou Wang, Jing Qin
2023 J jnl
EEG Based Emotion Recognition: A Tutorial and Review.
ACM Comput. Surv.
Xiang Li, Yazhou Zhang, Prayag Tiwari, Dawei Song, Bin Hu, Meihong Yang, Zhigang Zhao, Neeraj Kumar, Pekka Marttinen
2023 B conf
MIP-GAT: A Multi-Task Interactive Graph Attention Network with Position Encodings for Joint Sentiment Classification and Emotion Recognition.
CogSci
Ao Jia, Yazhou Zhang, Sagar Uprety, Dawei Song
2023 J jnl
Metaverse Virtual Social Center for the Elderly Communication During the Social Distancing.
Virtual Real. Intell. Hardw.
Hui Liang, Jiupeng Li, Yi Wang, Junjun Pan, Yazhou Zhang, Xiaohang Dong
2023 J jnl
Multi-level correlation mining framework with self-supervised label generation for multimodal sentiment analysis.
Inf. Fusion
Zuhe Li, Qingbing Guo, Yushan Pan, Weiping Ding, Jun Yu, Yazhou Zhang, Weihua Liu, Haoran Chen, Hao Wang, Ying Xie
2023 J jnl
Multi-user upper limb rehabilitation training system integrating social interaction.
Comput. Graph.
Hui Liang, Shiqing Liu, Yi Wang, Junjun Pan, Yazhou Zhang, Xiaohang Dong
2023 — conf
SentiImgBank: A Large Scale Visual Repository for Image Sentiment Analysis.
PRCV (11)
Yazhou Zhang, Yu He, Rui Chen, Lu Rong
2023 J jnl
Stance-level Sarcasm Detection with BERT and Stance-centered Graph Attention Networks.
ACM Trans. Internet Techn.
Yazhou Zhang, Dan Ma, Prayag Tiwari, Chen Zhang, Mehedi Masud, Mohammad Shorfuzzaman, Dawei Song
2022 — conf
A Hybrid Model for Depression Detection With Transformer and Bi-directional Long Short-Term Memory.
BIBM
Yazhou Zhang, Yu He, Lu Rong, Yijie Ding
2022 — conf
A Multibias-Mitigated and Sentiment Knowledge Enriched Transformer for Debiasing in Multimodal Conversational Emotion Recognition.
NLPCC (1)
Jinglin Wang, Fang Ma, Yazhou Zhang, Dawei Song
2022 J jnl
A Multibias-mitigated and Sentiment Knowledge Enriched Transformer for Debiasing in Multimodal Conversational Emotion Recognition.
CoRR
Jinglin Wang, Fang Ma, Yazhou Zhang, Dawei Song
2022 J jnl
A fuzzy semantic representation and reasoning model for multiple associative predicates in knowledge graph.
Inf. Sci.
Pu Li, Xin Wang, Hui Liang, Suzhi Zhang, Yazhou Zhang, Yuncheng Jiang, Yong Tang
2022 J jnl
Affective Interaction: Attentive Representation Learning for Multi-Modal Sentiment Classification.
ACM Trans. Multim. Comput. Commun. Appl.
Yazhou Zhang, Prayag Tiwari, Lu Rong, Rui Chen, Nojoom A. Alnajem, M. Shamim Hossain
2022 — conf
Beyond Emotion: A Multi-Modal Dataset for Human Desire Understanding.
NAACL-HLT
Ao Jia, Yu He, Yazhou Zhang, Sagar Uprety, Dawei Song, Christina Lioma
2022 J jnl
EEG based Emotion Recognition: A Tutorial and Review.
CoRR
Xiang Li, Yazhou Zhang, Prayag Tiwari, Dawei Song, Bin Hu, Meihong Yang, Zhigang Zhao, Neeraj Kumar, Pekka Marttinen
2022 — conf
Multi-modal Sentiment and Emotion Joint Analysis with a Deep Attentive Multi-task Learning Model.
ECIR (1)
Yazhou Zhang, Lu Rong, Xiang Li, Rui Chen
2022 — conf
Prompt Learning for Multi-modal COVID-19 Diagnosis.
BIBM
Yang Yu, Lu Rong, Mengyao Wang, Min Huang, Yazhou Zhang, Yijie Ding
2022 J jnl
SwitchNet: A modular neural network for adaptive relation extraction.
Comput. Electr. Eng.
Hongyin Zhu, Prayag Tiwari, Yazhou Zhang, Deepak Gupta, Meshal Alharbi, Tri Gia Nguyen, Shahram Dehdashti
2021 J jnl
CFN: A Complex-Valued Fuzzy Network for Sarcasm Detection in Conversations.
IEEE Trans. Fuzzy Syst.
Yazhou Zhang, Yaochen Liu, Qiuchi Li, Prayag Tiwari, Benyou Wang, Yuhua Li, Hari Mohan Pandey, Peng Zhang, Dawei Song
2021 — conf
Emotion Recognition from Multi-channel EEG Data through A Dual-pipeline Graph Attention Network.
BIBM
Xiang Li, Jing Li, Yazhou Zhang, Prayag Tiwari
2021 J jnl
Learning interaction dynamics with an interactive LSTM for conversational sentiment analysis.
Neural Networks
Yazhou Zhang, Prayag Tiwari, Dawei Song, Xiaoliu Mao, Panpan Wang, Xiang Li, Hari Mohan Pandey
2021 — conf
MedSeq2Seq: A Medical Knowledge Enriched Sequence to Sequence Learning Model for COVID-19 Diagnosis.
BIBM
Yazhou Zhang, Lu Rong, Xiang Li, Prayag Tiwari, Qian Zheng, Hui Liang
2021 — conf
Multi-Task Learning for Jointly Detecting Depression and Emotion.
BIBM
Yazhou Zhang, Xiang Li, Lu Rong, Prayag Tiwari
2021 J jnl
QIRM: A quantum interactive retrieval model for session search.
Neurocomputing
Panpan Wang, Yuexian Hou, Zhao Li, Yazhou Zhang
2021 — conf
Supercomputer Supported Online Deep Learning Techniques for High Throughput EEG Prediction.
BIBM
Xiang Li, Yazhou Zhang, Jing Li
2021 — conf
What Does Your Smile Mean? Jointly Detecting Multi-Modal Sarcasm and Sentiment Using Quantum Probability.
EMNLP (Findings)
Yaochen Liu, Yazhou Zhang, Qiuchi Li, Benyou Wang, Dawei Song
2020 J jnl
A Quantum-Like multimodal network framework for modeling interaction dynamics in multiparty conversational sentiment analysis.
Inf. Fusion
Yazhou Zhang, Dawei Song, Xiang Li, Peng Zhang, Panpan Wang, Lu Rong, Guangliang Yu, Bo Wang
2020 J jnl
ScenarioSA: A Dyadic Conversational Database for Interactive Sentiment Analysis.
IEEE Access
Yazhou Zhang, Zhipeng Zhao, Panpan Wang, Xiang Li, Lu Rong, Dawei Song
2019 J jnl
A quantum-inspired sentiment representation model for twitter sentiment analysis.
Appl. Intell.
Yazhou Zhang, Dawei Song, Peng Zhang, Xiang Li, Panpan Wang
2019 A conf
QPIN: A Quantum-inspired Preference Interactive Network for E-commerce Recommendation.
CIKM
Panpan Wang, Zhao Li, Yazhou Zhang, Yuexian Hou, Liangzhu Ge
2019 B conf
Quantum-Inspired DMATT-BiGRU for Conversational Sentiment Analysis.
ICTAI
Peng Guo, Junwei Zhang, Yuexian Hou, Xiujun Gong, Panpan Wang, Yazhou Zhang
2019 A* conf
Quantum-Inspired Interactive Networks for Conversational Sentiment Analysis.
IJCAI
Yazhou Zhang, Qiuchi Li, Dawei Song, Peng Zhang, Panpan Wang
2019 — conf
Variational Autoencoder based Latent Factor Decoding of Multichannel EEG for Emotion Recognition.
BIBM
Xiang Li, Zhigang Zhao, Dawei Song, Yazhou Zhang, Chunyang Niu, Junwei Zhang, Jidong Huo, Jing Li
2018 J jnl
A quantum-inspired multimodal sentiment analysis framework.
Theor. Comput. Sci.
Yazhou Zhang, Dawei Song, Peng Zhang, Panpan Wang, Jingfei Li, Xiang Li, Benyou Wang
2018 — conf
Investigating the Dynamic Decision Mechanisms of Users' Relevance Judgment for Information Retrieval via Log Analysis.
PRICAI (1)
Yi Su, Jingfei Li, Dawei Song, Pengqing Zhang, Yazhou Zhang
2018 A* conf
Regularizing Deep Neural Networks with an Ensemble-based Decorrelation Method.
IJCAI
Shuqin Gu, Yuexian Hou, Lipeng Zhang, Yazhou Zhang
2018 A conf
Unsupervised Sentiment Analysis of Twitter Posts Using Density Matrix Representation.
ECIR
Yazhou Zhang, Dawei Song, Xiang Li, Peng Zhang
2017 — conf
Does tang poetry affect human emotional state? A pilot study by EEG.
BIBM
Panpan Wang, Yazhou Zhang, Xiang Li, Yuexian Hou, Dawei Song