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ORCIDYazhou Zhang 0001
Person information
- affiliation: Tianjin University, College of Intelligence and Computing, Quantum Intelligence and Language Understanding Lab, Tianjin, China
- affiliation (2020 - 2024): Zhengzhou University of Light Industry, College of Software Engineering, Zhengzhou, China
- affiliation (PhD 2020): Tianjin University, Tianjin Key Laboratory of Cognitive Computing and Application, Tianjin, China
Other persons with the same name
- Yazhou Zhang — disambiguation page
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2020 – today
- 2025
[j29]Lu Rong, Yazhou Zhang
, Prayag Tiwari, Mei Yu:
BegoniaGPT: Cultivating the large language model to be an exceptional K-12 English teacher. Neural Networks 189: 107488 (2025)- [j28]Yazhou Zhang, Mengyao Wang, Youxi Wu, Prayag Tiwari, Qiuchi Li, Benyou Wang, Jing Qin:
DialogueLLM: Context and emotion knowledge-tuned large language models for emotion recognition in conversations. Neural Networks 192: 107901 (2025) - [j27]Yazhou Zhang, Chunwang Zou, Zheng Lian, Prayag Tiwari, Jing Qin:
SarcasmBench: Towards Evaluating Large Language Models on Sarcasm Understanding. IEEE Trans. Affect. Comput. 16(4): 2560-2578 (2025) - [j26]Yazhou Zhang, Chunwang Zou, Bo Wang, Jing Qin, Prayag Tiwari:
Commander-GPT: Dividing and Routing for Multimodal Sarcasm Detection. Trans. Mach. Learn. Res. 2025 (2025) - [c26]Ben Yao, Yazhou Zhang, Qiuchi Li, Jing Qin:
Is Sarcasm Detection a Step-by-Step Reasoning Process in Large Language Models? AAAI 2025: 25651-25659 - [c25]Yazhou Zhang, Chunwang Zou, Qimeng Liu, Lu Rong, Ben Yao, Zheng Lian, Qiuchi Li, Peng Zhang, Jing Qin:
Are MLLMs Trapped in the Visual Room? PRCV (7) 2025: 35-49 - [c24]Peiyi Zhang, Yazhou Zhang, Bo Wang, Lu Rong, Prayag Tiwari, Jing Qin:
Edu-Values: Towards Evaluating the Chinese Education Values of Large Language Models. WWW (Companion Volume) 2025: 1519-1523 - [c23]Yazhou Zhang, Mengyao Wang, Qiuchi Li, Prayag Tiwari, Jing Qin:
Pushing The Limit of LLM Capacity for Text Classification. WWW (Companion Volume) 2025: 1524-1528 - [i21]Yazhou Zhang, Qimeng Liu, Qiuchi Li, Peng Zhang, Jing Qin:
Beyond Single-Sentence Prompts: Upgrading Value Alignment Benchmarks with Dialogues and Stories. CoRR abs/2503.22115 (2025) - [i20]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:
MER 2025: When Affective Computing Meets Large Language Models. CoRR abs/2504.19423 (2025) - [i19]Ben Yao, Qiuchi Li, Yazhou Zhang, Siyu Yang, Bohan Zhang, Prayag Tiwari, Jing Qin:
NurValues: Real-World Nursing Values Evaluation for Large Language Models in Clinical Context. CoRR abs/2505.08734 (2025) - [i18]Yazhou Zhang, Chunwang Zou, Qimeng Liu, Lu Rong, Ben Yao, Zheng Lian, Qiuchi Li, Peng Zhang, Jing Qin:
Are MLMs Trapped in the Visual Room? CoRR abs/2505.23272 (2025) - [i17]Ao Jia, Haiming Wu, Guohui Yao, Dawei Song, Songkun Ji, Yazhou Zhang:
MALM: A Multi-Information Adapter for Large Language Models to Mitigate Hallucination. CoRR abs/2506.12483 (2025) - [i16]Yazhou Zhang, Chunwang Zou, Bo Wang, Jing Qin:
Commander-GPT: Dividing and Routing for Multimodal Sarcasm Detection. CoRR abs/2506.19420 (2025) - [i15]Changhao Song, Yazhou Zhang, Hui Gao, Ben Yao, Peng Zhang:
Large Language Models for Subjective Language Understanding: A Survey. CoRR abs/2508.07959 (2025) - [i14]Haokun Li, Yazhou Zhang, Jizhi Ding, Qiuchi Li, Peng Zhang:
Seeing is Not Understanding: A Benchmark on Perception-Cognition Disparities in Large Language Models. CoRR abs/2509.11101 (2025) - [i13]Haokun Li, Yazhou Zhang, Jizhi Ding, Qiuchi Li, Peng Zhang:
Visual Room 2.0: Seeing is Not Understanding for MLLMs. CoRR abs/2511.12928 (2025) - [i12]Changhao Song, Yazhou Zhang, Hui Gao, Chang Yang, Peng Zhang:
Large Emotional World Model. CoRR abs/2512.24149 (2025) - 2024
- [j25]Yaochen Liu, Qiuchi Li, Benyou Wang, Yazhou Zhang, Dawei Song:
A Survey of Quantum-cognitively Inspired Sentiment Analysis Models. ACM Comput. Surv. 56(1): 15:1-15:37 (2024) - [j24]Yizheng Wang, Xin Zhang, Ying Ju, Qing Liu, Quan Zou, Yazhou Zhang, Yijie Ding, Ying Zhang:
Identification of human microRNA-disease association via low-rank approximation-based link propagation and multiple kernel learning. Frontiers Comput. Sci. 18(2): 182903 (2024) - [j23]Ao Jia, Yazhou Zhang, Sagar Uprety, Dawei Song:
Learning interactions across sentiment and emotion with graph attention network and position encodings. Pattern Recognit. Lett. 180: 33-40 (2024) - [j22]Yaochen Liu, Yazhou Zhang, Dawei Song:
A Quantum Probability Driven Framework for Joint Multi-Modal Sarcasm, Sentiment and Emotion Analysis. IEEE Trans. Affect. Comput. 15(1): 326-341 (2024) - [j21]Yazhou Zhang, Yang Yu, Dongming Zhao, Zuhe Li, Bo Wang, Yuexian Hou, Prayag Tiwari, Jing Qin:
Learning Multitask Commonness and Uniqueness for Multimodal Sarcasm Detection and Sentiment Analysis in Conversation. IEEE Trans. Artif. Intell. 5(3): 1349-1361 (2024) - [j20]Yazhou Zhang, Yu He, Rui Chen, Prayag Tiwari, Abdulmotaleb El-Saddik, M. Shamim Hossain:
A Dual Channel Cyber-Physical Transportation Network for Detecting Traffic Incidents and Driver Emotion. IEEE Trans. Consumer Electron. 70(1): 1766-1774 (2024) - [j19]Yazhou Zhang, Ao Jia, Bo Wang, Peng Zhang, Dongming Zhao, Pu Li, Yuexian Hou, Xiaojia Jin, Dawei Song, Jing Qin:
M3GAT: A Multi-modal, Multi-task Interactive Graph Attention Network for Conversational Sentiment Analysis and Emotion Recognition. ACM Trans. Inf. Syst. 42(1): 13:1-13:32 (2024) - [j18]Yazhou Zhang, Yang Yu, Mengyao Wang, Min Huang, M. Shamim Hossain:
Self-Adaptive Representation Learning Model for Multi-Modal Sentiment and Sarcasm Joint Analysis. ACM Trans. Multim. Comput. Commun. Appl. 20(5): 125:1-125:17 (2024) - [c22]Junxia Ma, Changjiang Wang, Hanwen Xing, Dongming Zhao, Yazhou Zhang:
Chain of Stance: Stance Detection with Large Language Models. NLPCC (5) 2024: 82-94 - [i11]Yazhou Zhang, Mengyao Wang, Chenyu Ren, Qiuchi Li, Prayag Tiwari, Benyou Wang, Jing Qin:
Pushing The Limit of LLM Capacity for Text Classification. CoRR abs/2402.07470 (2024) - [i10]Chenyu Ren, Yazhou Zhang, Daihai He, Jing Qin:
WundtGPT: Shaping Large Language Models To Be An Empathetic, Proactive Psychologist. CoRR abs/2406.15474 (2024) - [i9]Ben Yao, Yazhou Zhang, Qiuchi Li, Jing Qin:
Is Sarcasm Detection A Step-by-Step Reasoning Process in Large Language Models? CoRR abs/2407.12725 (2024) - [i8]Junxia Ma, Changjiang Wang, Hanwen Xing, Dongming Zhao, Yazhou Zhang:
Chain of Stance: Stance Detection with Large Language Models. CoRR abs/2408.04649 (2024) - [i7]Yazhou Zhang, Chunwang Zou, Zheng Lian, Prayag Tiwari, Jing Qin:
SarcasmBench: Towards Evaluating Large Language Models on Sarcasm Understanding. CoRR abs/2408.11319 (2024) - [i6]Peiyi Zhang, Yazhou Zhang, Bo Wang, Lu Rong, Jing Qin:
Edu-Values: Towards Evaluating the Chinese Education Values of Large Language Models. CoRR abs/2409.12739 (2024) - 2023
- [j17]Hui Liang, Shiqing Liu, Yi Wang, Junjun Pan, Yazhou Zhang, Xiaohang Dong:
Multi-user upper limb rehabilitation training system integrating social interaction. Comput. Graph. 111: 103-110 (2023) - [j16]Xiang Li, Yazhou Zhang, Prayag Tiwari, Dawei Song, Bin Hu, Meihong Yang, Zhigang Zhao, Neeraj Kumar, Pekka Marttinen:
EEG Based Emotion Recognition: A Tutorial and Review. ACM Comput. Surv. 55(4): 79:1-79:57 (2023) - [j15]Yazhou Zhang, Jinglin Wang, Yaochen Liu, Lu Rong, Qian Zheng, Dawei Song, Prayag Tiwari, Jing Qin:
A Multitask learning model for multimodal sarcasm, sentiment and emotion recognition in conversations. Inf. Fusion 93: 282-301 (2023) - [j14]Zuhe Li, Qingbing Guo, Yushan Pan, Weiping Ding, Jun Yu, Yazhou Zhang, Weihua Liu, Haoran Chen, Hao Wang, Ying Xie:
Multi-level correlation mining framework with self-supervised label generation for multimodal sentiment analysis. Inf. Fusion 99: 101891 (2023) - [j13]Yazhou Zhang, Prayag Tiwari, Qian Zheng, Abdulmotaleb El-Saddik, M. Shamim Hossain:
A Multimodal Coupled Graph Attention Network for Joint Traffic Event Detection and Sentiment Classification. IEEE Trans. Intell. Transp. Syst. 24(8): 8542-8554 (2023) - [j12]Yazhou Zhang, Dan Ma, Prayag Tiwari, Chen Zhang, Mehedi Masud, Mohammad Shorfuzzaman, Dawei Song:
Stance-level Sarcasm Detection with BERT and Stance-centered Graph Attention Networks. ACM Trans. Internet Techn. 23(2): 27:1-27:21 (2023) - [j11]Hui Liang, Jiupeng Li, Yi Wang, Junjun Pan, Yazhou Zhang, Xiaohang Dong:
Metaverse Virtual Social Center for the Elderly Communication During the Social Distancing. Virtual Real. Intell. Hardw. 5(1): 68-80 (2023) - [c21]Ao Jia, Yazhou Zhang, Sagar Uprety, Dawei Song:
MIP-GAT: A Multi-Task Interactive Graph Attention Network with Position Encodings for Joint Sentiment Classification and Emotion Recognition. CogSci 2023 - [c20]Yazhou Zhang, Yang Yu, Qing Guo, Benyou Wang, Dongming Zhao, Sagar Uprety, Dawei Song, Qiuchi Li, Jing Qin:
CMMA: Benchmarking Multi-Affection Detection in Chinese Multi-Modal Conversations. NeurIPS 2023 - [c19]Yazhou Zhang, Yu He, Rui Chen, Lu Rong:
SentiImgBank: A Large Scale Visual Repository for Image Sentiment Analysis. PRCV (11) 2023: 494-505 - [i5]Yaochen Liu, Qiuchi Li, Benyou Wang, Yazhou Zhang, Dawei Song:
A Survey of Quantum-Cognitively Inspired Sentiment Analysis Models. CoRR abs/2306.03608 (2023) - [i4]Yaochen Liu, Yazhou Zhang, Dawei Song:
A Quantum Probability Driven Framework for Joint Multi-Modal Sarcasm, Sentiment and Emotion Analysis. CoRR abs/2306.03650 (2023) - [i3]Yazhou Zhang, Mengyao Wang, Prayag Tiwari, Qiuchi Li, Benyou Wang, Jing Qin:
DialogueLLM: Context and Emotion Knowledge-Tuned LLaMA Models for Emotion Recognition in Conversations. CoRR abs/2310.11374 (2023) - 2022
- [j10]Hongyin Zhu, Prayag Tiwari, Yazhou Zhang, Deepak Gupta, Meshal Alharbi, Tri Gia Nguyen, Shahram Dehdashti:
SwitchNet: A modular neural network for adaptive relation extraction. Comput. Electr. Eng. 104(Part): 108445 (2022) - [j9]Pu Li, Xin Wang, Hui Liang, Suzhi Zhang, Yazhou Zhang, Yuncheng Jiang, Yong Tang:
A fuzzy semantic representation and reasoning model for multiple associative predicates in knowledge graph. Inf. Sci. 599: 208-230 (2022) - [j8]Yazhou Zhang, Prayag Tiwari, Lu Rong, Rui Chen, Nojoom A. Alnajem, M. Shamim Hossain:
Affective Interaction: Attentive Representation Learning for Multi-Modal Sentiment Classification. ACM Trans. Multim. Comput. Commun. Appl. 18(3s): 136:1-136:23 (2022) - [c18]Yazhou Zhang, Yu He, Lu Rong, Yijie Ding:
A Hybrid Model for Depression Detection With Transformer and Bi-directional Long Short-Term Memory. BIBM 2022: 2727-2734 - [c17]Yang Yu, Lu Rong, Mengyao Wang, Min Huang, Yazhou Zhang, Yijie Ding:
Prompt Learning for Multi-modal COVID-19 Diagnosis. BIBM 2022: 2803-2807 - [c16]Yazhou Zhang, Lu Rong, Xiang Li, Rui Chen:
Multi-modal Sentiment and Emotion Joint Analysis with a Deep Attentive Multi-task Learning Model. ECIR (1) 2022: 518-532 - [c15]Ao Jia, Yu He, Yazhou Zhang, Sagar Uprety, Dawei Song, Christina Lioma:
Beyond Emotion: A Multi-Modal Dataset for Human Desire Understanding. NAACL-HLT 2022: 1512-1522 - [c14]Jinglin Wang, Fang Ma, Yazhou Zhang, Dawei Song:
A Multibias-Mitigated and Sentiment Knowledge Enriched Transformer for Debiasing in Multimodal Conversational Emotion Recognition. NLPCC (1) 2022: 499-512 - [d1]Yazhou Zhang, Zhipeng Zhao, Panpan Wang, Xiang Li, Lu Rong, Dawei Song:
InteractiveSentimentDataset. IEEE DataPort, 2022
- [i2]Xiang Li, Yazhou Zhang, Prayag Tiwari, Dawei Song, Bin Hu, Meihong Yang, Zhigang Zhao, Neeraj Kumar, Pekka Marttinen:
EEG based Emotion Recognition: A Tutorial and Review. CoRR abs/2203.11279 (2022) - [i1]Jinglin Wang, Fang Ma, Yazhou Zhang, Dawei Song:
A Multibias-mitigated and Sentiment Knowledge Enriched Transformer for Debiasing in Multimodal Conversational Emotion Recognition. CoRR abs/2207.08104 (2022) - 2021
- [j7]Panpan Wang, Yuexian Hou, Zhao Li, Yazhou Zhang:
QIRM: A quantum interactive retrieval model for session search. Neurocomputing 451: 57-66 (2021) - [j6]Yazhou Zhang, Prayag Tiwari, Dawei Song, Xiaoliu Mao, Panpan Wang, Xiang Li, Hari Mohan Pandey:
Learning interaction dynamics with an interactive LSTM for conversational sentiment analysis. Neural Networks 133: 40-56 (2021) - [j5]Yazhou Zhang, Yaochen Liu, Qiuchi Li, Prayag Tiwari, Benyou Wang, Yuhua Li, Hari Mohan Pandey, Peng Zhang, Dawei Song:
CFN: A Complex-Valued Fuzzy Network for Sarcasm Detection in Conversations. IEEE Trans. Fuzzy Syst. 29(12): 3696-3710 (2021) - [c13]Xiang Li, Yazhou Zhang, Jing Li:
Supercomputer Supported Online Deep Learning Techniques for High Throughput EEG Prediction. BIBM 2021: 2392-2398 - [c12]Yazhou Zhang, Xiang Li, Lu Rong, Prayag Tiwari:
Multi-Task Learning for Jointly Detecting Depression and Emotion. BIBM 2021: 3142-3149 - [c11]Yazhou Zhang, Lu Rong, Xiang Li, Prayag Tiwari, Qian Zheng, Hui Liang:
MedSeq2Seq: A Medical Knowledge Enriched Sequence to Sequence Learning Model for COVID-19 Diagnosis. BIBM 2021: 3181-3184 - [c10]Xiang Li, Jing Li, Yazhou Zhang, Prayag Tiwari:
Emotion Recognition from Multi-channel EEG Data through A Dual-pipeline Graph Attention Network. BIBM 2021: 3642-3647 - [c9]Yaochen Liu, Yazhou Zhang, Qiuchi Li, Benyou Wang, Dawei Song:
What Does Your Smile Mean? Jointly Detecting Multi-Modal Sarcasm and Sentiment Using Quantum Probability. EMNLP (Findings) 2021: 871-880 - 2020
- [j4]Yazhou Zhang, Zhipeng Zhao, Panpan Wang, Xiang Li, Lu Rong, Dawei Song:
ScenarioSA: A Dyadic Conversational Database for Interactive Sentiment Analysis. IEEE Access 8: 90652-90664 (2020) - [j3]Yazhou Zhang, Dawei Song, Xiang Li, Peng Zhang, Panpan Wang, Lu Rong, Guangliang Yu, Bo Wang:
A Quantum-Like multimodal network framework for modeling interaction dynamics in multiparty conversational sentiment analysis. Inf. Fusion 62: 14-31 (2020)
2010 – 2019
- 2019
- [j2]Yazhou Zhang, Dawei Song, Peng Zhang, Xiang Li, Panpan Wang:
A quantum-inspired sentiment representation model for twitter sentiment analysis. Appl. Intell. 49(8): 3093-3108 (2019) - [c8]Xiang Li, Zhigang Zhao, Dawei Song, Yazhou Zhang, Chunyang Niu, Junwei Zhang, Jidong Huo, Jing Li:
Variational Autoencoder based Latent Factor Decoding of Multichannel EEG for Emotion Recognition. BIBM 2019: 684-687 - [c7]Panpan Wang, Zhao Li, Yazhou Zhang, Yuexian Hou, Liangzhu Ge:
QPIN: A Quantum-inspired Preference Interactive Network for E-commerce Recommendation. CIKM 2019: 2329-2332 - [c6]Peng Guo, Junwei Zhang, Yuexian Hou, Xiujun Gong, Panpan Wang, Yazhou Zhang:
Quantum-Inspired DMATT-BiGRU for Conversational Sentiment Analysis. ICTAI 2019: 1602-1606 - [c5]Yazhou Zhang, Qiuchi Li, Dawei Song, Peng Zhang, Panpan Wang:
Quantum-Inspired Interactive Networks for Conversational Sentiment Analysis. IJCAI 2019: 5436-5442 - 2018
- [j1]Yazhou Zhang, Dawei Song, Peng Zhang, Panpan Wang, Jingfei Li, Xiang Li, Benyou Wang:
A quantum-inspired multimodal sentiment analysis framework. Theor. Comput. Sci. 752: 21-40 (2018) - [c4]Yazhou Zhang, Dawei Song, Xiang Li, Peng Zhang:
Unsupervised Sentiment Analysis of Twitter Posts Using Density Matrix Representation. ECIR 2018: 316-329 - [c3]Shuqin Gu, Yuexian Hou, Lipeng Zhang, Yazhou Zhang:
Regularizing Deep Neural Networks with an Ensemble-based Decorrelation Method. IJCAI 2018: 2177-2183 - [c2]Yi Su, Jingfei Li, Dawei Song, Pengqing Zhang, Yazhou Zhang:
Investigating the Dynamic Decision Mechanisms of Users' Relevance Judgment for Information Retrieval via Log Analysis. PRICAI (1) 2018: 968-979 - 2017
- [c1]Panpan Wang, Yazhou Zhang, Xiang Li, Yuexian Hou, Dawei Song:
Does tang poetry affect human emotional state? A pilot study by EEG. BIBM 2017: 2044-2047
Coauthor Index
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