Peng Zhang

ORCID

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 67

Top Venues

Robert Gordon University, Aberdeen, UK (PHD)

Education History

Robert Gordon University, Aberdeen, UK

PHD

Publications

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) (2024)
Yitong Yao, Jing Zhang, Peng Zhang, Yueheng Sun
A Dual-branch Learning Model with Gradient-balanced Loss for Long-tailed Multi-label Text Classification. ACM Trans. Inf. Syst. 42 (2) (2024)
Qingyao Ai, Ting Bai, Zhao Cao, Yi Chang, Jiawei Chen, Zhumin Chen, Zhiyong Cheng, Shoubin Dong, Zhicheng Dou, Fuli Feng, Shen Gao, Jiafeng Guo, Xiangnan He, Yanyan Lan, Chenliang Li, Yiqun Liu, Ziyu Lyu, Weizhi Ma, Jun Ma, Zhaochun Ren, Pengjie Ren, Zhiqiang Wang, Mingwen Wang, Ji-Rong Wen, Le Wu, Xin Xin, Jun Xu, Dawei Yin, Peng Zhang, Fan Zhang, Weinan Zhang, Min Zhang, Xiaofei Zhu
Information Retrieval meets Large Language Models: A strategic report from Chinese IR community. AI Open 4 (2023)
Zhuanzhuan Liu, Xing Ma, Peng Zhang, Chuzhan Hao, Shuo Zhang, Lin Wang
TIDE: Affective Time-aware Representations for Fine-grained Depression Identification on Social Media. IJCNN (2023)
Xing Ma, Peng Zhang, Feifei Zhao
Domain-specific Attention with Distributional Signatures for Multi-Domain End-to-end Task-Oriented Dialogue. ACL (Findings) (2023)
Chuzhan Hao, Peng Zhang, Minghui Xie, Dongming Zhao
Recurrent Transformers for Long Document Understanding. NLPCC (1) (2023)
Peng Zhang, Hui Gao, Zeting Hu, Meng Yang, Dawei Song, Jun Wang, Yuexian Hou, Bin Hu
A bias-variance evaluation framework for information retrieval systems. Inf. Process. Manag. 59 (1) (2022)
Peng Zhang, Wenjie Hui, Benyou Wang, Donghao Zhao, Dawei Song, Christina Lioma, Jakob Grue Simonsen
Complex-valued Neural Network-based Quantum Language Models. ACM Trans. Inf. Syst. 40 (4) (2022)
Wantong Zhang, Guobing Gan, Hui Gao, Peng Zhang, Wenjie Hui, Zipeng Fan
A Measurement-Based Quantum-Like Language Model for Text Matching. ICONIP (3) (2022)
Ningning Wang, Guobing Gan, Peng Zhang, Shuai Zhang, Victor Junqiu Wei, Qun Liu, Xin Jiang
ClusterFormer: Neural Clustering Attention for Efficient and Effective Transformer. ACL (1) (2022)
Sunzhu Li, Peng Zhang, Guobing Gan, Xiuqing Lv, Benyou Wang, Victor Junqiu Wei, Xin Jiang
Hypoformer: Hybrid Decomposition Transformer for Edge-friendly Neural Machine Translation. EMNLP (2022)
Yangyang Ou, Peng Zhang, Jing Zhang, Hui Gao, Xing Ma
Incorporating Dual-Aware with Hierarchical Interactive Memory Networks for Task-Oriented Dialogue. INTERSPEECH (2022)
Zhumin Chen, Xueqi Cheng, Shoubin Dong, Zhicheng Dou, Jiafeng Guo, Xuanjing Huang, Yanyan Lan, Chenliang Li, Ru Li, Tie-Yan Liu, Yiqun Liu, Jun Ma, Bing Qin, Mingwen Wang, Ji-Rong Wen, Jun Xu, Min Zhang, Peng Zhang, Qi Zhang
Information retrieval: a view from the Chinese IR community. Frontiers Comput. Sci. 15 (1) (2021)
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) (2021)
Shuai Zhang, Peng Zhang, Xindian Ma, Junqiu Wei, Ningning Wang, Qun Liu
TensorCoder: Dimension-Wise Attention via Tensor Representation for Natural Language Modeling. CoRR (2020)
Yongyu Jiang, Peng Zhang, Hui Gao, Dawei Song
A Quantum Interference Inspired Neural Matching Model for Ad-hoc Retrieval. SIGIR (2020)
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 (2020)
Shihao Zou, Zhonghua Li, Mohammad Akbari, Jun Wang, Peng Zhang
MarlRank: Multi-agent Reinforced Learning to Rank. CoRR (2019)
Xindian Ma, Peng Zhang, Shuai Zhang, Nan Duan, Yuexian Hou, Dawei Song, Ming Zhou
A Tensorized Transformer for Language Modeling. CoRR (2019)
Zhipeng Luo, Jianqiang Huang, Ke Hu, Xue Li, Peng Zhang
AccuAir: Winning Solution to Air Quality Prediction for KDD Cup 2018. KDD (2019)
Yazhou Zhang, Qiuchi Li, Dawei Song, Peng Zhang, Panpan Wang
Quantum-Inspired Interactive Networks for Conversational Sentiment Analysis. IJCAI (2019)
Yongyu Jiang, Peng Zhang, Hui Gao, Xindian Ma, Donghao Zhao, Zeting Hu, Junyan Wang, Meixian Song
A Match-Transformer Framework for Modeling Diverse Relevance Patterns in Ad-hoc Retrieval. Aust. J. Intell. Inf. Process. Syst. 17 (1) (2019)
Lipeng Zhang, Peng Zhang, Xindian Ma, Shuqin Gu, Zhan Su, Dawei Song
A Generalized Language Model in Tensor Space. CoRR (2019)
Junyan Wang, Peng Zhang, Cheng Zhang, Dawei Song
SCSS-LIE: A Novel Synchronous Collaborative Search System with a Live Interactive Engine. SIGIR (2019)
Yazhou Zhang, Dawei Song, Peng Zhang, Xiang Li, Panpan Wang
A quantum-inspired sentiment representation model for twitter sentiment analysis. Appl. Intell. 49 (8) (2019)
Xindian Ma, Peng Zhang, Shuai Zhang, Nan Duan, Yuexian Hou, Ming Zhou, Dawei Song
A Tensorized Transformer for Language Modeling. NeurIPS (2019)
Lipeng Zhang, Peng Zhang, Xindian Ma, Shuqin Gu, Zhan Su, Dawei Song
A Generalized Language Model in Tensor Space. AAAI (2019)
Shihao Zou, Zhonghua Li, Mohammad Akbari, Jun Wang, Peng Zhang
MarlRank: Multi-agent Reinforced Learning to Rank. CIKM (2019)
Jingda Xu, Cheng Zhang, Peng Zhang, Dawei Song
Text Classification with Enriched Word Features. PRICAI (2018)
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 (2018)
Meng Yang, Peng Zhang, Dawei Song
A Study of Per-Topic Variance on System Comparison. SIGIR (2018)
Yazhou Zhang, Dawei Song, Xiang Li, Peng Zhang
Unsupervised Sentiment Analysis of Twitter Posts Using Density Matrix Representation. ECIR (2018)
Peng Zhang, Zhan Su, Lipeng Zhang, Benyou Wang, Dawei Song
A Quantum Many-body Wave Function Inspired Language Modeling Approach. CIKM (2018)
Peng Zhang, Zhan Su, Lipeng Zhang, Benyou Wang, Dawei Song
A Quantum Many-body Wave Function Inspired Language Modeling Approach. CoRR (2018)
Jingfei Li, Xiaozhao Zhao, Peng Zhang, Dawei Song
Modeling multiple interactions with a Markov random field in query expansion for session search. Comput. Intell. 34 (1) (2018)
Ruifang He, Yaru Wang, Dawei Song, Peng Zhang, Yuan Jia, Aijun Li
A Dependency Parser for Spontaneous Chinese Spoken Language. ACM Trans. Asian Low Resour. Lang. Inf. Process. 17 (4) (2018)
Peng Zhang, Jiabin Niu, Zhan Su, Benyou Wang, Liqun Ma, Dawei Song
End-to-End Quantum-like Language Models with Application to Question Answering. AAAI (2018)
Peng Zhang, Qian Yu, Yuexian Hou, Dawei Song, Jingfei Li, Bin Hu
A Distribution Separation Method Using Irrelevance Feedback Data for Information Retrieval. ACM Trans. Intell. Syst. Technol. 8 (3) (2017)
Jun Wang, Lantao Yu, Weinan Zhang, Yu Gong, Yinghui Xu, Benyou Wang, Peng Zhang, Dell Zhang
IRGAN: A Minimax Game for Unifying Generative and Discriminative Information Retrieval Models. CoRR (2017)
Zhan Su, Benyou Wang, Jiabin Niu, Shuchang Tao, Peng Zhang, Dawei Song
Enhanced Embedding Based Attentive Pooling Network for Answer Selection. NLPCC (2017)
Zhenguo Shang, Jingfei Li, Peng Zhang, Dawei Song, Benyou Wang
How Users Select Query Suggestions Under Different Satisfaction States? CCIR (2017)
Jingfei Li, Peng Zhang, Dawei Song, Yue Wu
Understanding an enriched multidimensional user relevance model by analyzing query logs. J. Assoc. Inf. Sci. Technol. 68 (12) (2017)
Jingfei Li, Yue Wu, Peng Zhang, Dawei Song, Benyou Wang
Learning to diversify web search results with a Document Repulsion Model. Inf. Sci. 411 (2017)
Xiang Li, Dawei Song, Peng Zhang, Yuexian Hou, Bin Hu
Deep fusion of multi-channel neurophysiological signal for emotion recognition and monitoring. Int. J. Data Min. Bioinform. 18 (1) (2017)
Jun Wang, Lantao Yu, Weinan Zhang, Yu Gong, Yinghui Xu, Benyou Wang, Peng Zhang, Dell Zhang
IRGAN: A Minimax Game for Unifying Generative and Discriminative Information Retrieval Models. SIGIR (2017)
Shuai Mi, Xiaozhao Zhao, Yuexian Hou, Peng Zhang, Wenjie Li, Dawei Song
Iterative Project Quasi-Newton Algorithm for Training RBM. AAAI (2016)
Bo Wang, Yanshu Yu, Peng Zhang
Investigation of the Subjective Asymmetry of Social Interrelationship with Interactive Language. WWW (Companion Volume) (2016)
Xiang Li, Dawei Song, Peng Zhang, Guangliang Yu, Yuexian Hou, Bin Hu
Emotion recognition from multi-channel EEG data through Convolutional Recurrent Neural Network. BIBM (2016)
Cheng Zhang, Peng Zhang, Jingfei Li, Dawei Song
SECC: A Novel Search Engine Interface with Live Chat Channel. SIGIR (2016)
Meijia Wang, Peng Zhang, Dawei Song, Jun Wang
Value at Risk for Risk Evaluation in Information Retrieval. NLPCC/ICCPOL (2016)
Benyou Wang, Jiabin Niu, Liqun Ma, Yuhua Zhang, Lipeng Zhang, Jingfei Li, Peng Zhang, Dawei Song
A Chinese Question Answering Approach Integrating Count-Based and Embedding-Based Features. NLPCC/ICCPOL (2016)
Yue Wu, Jingfei Li, Peng Zhang, Dawei Song
Learning to Improve Affinity Ranking for Diversity Search. AIRS (2016)
Peng Zhang, Jingfei Li, Benyou Wang, Xiaozhao Zhao, Dawei Song, Yuexian Hou, Massimo Melucci
A Quantum Query Expansion Approach for Session Search. Entropy 18 (4) (2016)
Peng Zhang, Qian Yu, Yuexian Hou, Dawei Song, Jingfei Li, Bin Hu
Generalized Analysis of a Distribution Separation Method. Entropy 18 (4) (2016)
Benyou Wang, Peng Zhang, Jingfei Li, Dawei Song, Yuexian Hou, Zhenguo Shang
Exploration of Quantum Interference in Document Relevance Judgement Discrepancy. Entropy 18 (4) (2016)
Guangliang Yu, Xiang Li, Dawei Song, Xiaozhao Zhao, Peng Zhang, Yuexian Hou, Bin Hu
Encoding physiological signals as images for affective state recognition using convolutional neural networks. EMBC (2016)
Ye Meng, Peng Zhang, Dawei Song, Yuexian Hou
A Study of Collection-Based Features for Adapting the Balance Parameter in Pseudo Relevance Feedback. AIRS (2015)
Qiuchi Li, Jingfei Li, Peng Zhang, Dawei Song
Modeling Multi-query Retrieval Tasks Using Density Matrix Transformation. SIGIR (2015)
Dawei Song, Yanjie Shi, Peng Zhang, Qiang Huang, Udo Kruschwitz, Yuexian Hou, Bo Wang
Incorporating Intra-Query Term Dependencies in an Aspect Query Language Model. Comput. Intell. 31 (4) (2015)
Jingfei Li, Dawei Song, Peng Zhang, Yuexian Hou
How Different Features Contribute to the Session Search? NLPCC (2015)
Rui Li, Linxue Hao, Xiaozhao Zhao, Peng Zhang, Dawei Song, Yuexian Hou
A Query Expansion Approach Using Entity Distribution Based on Markov Random Fields. AIRS (2015)
Peng Zhang, Qian Yu, Yuexian Hou, Dawei Song, Jingfei Li, Bin Hu
Further Theoretical Study of Distribution Separation Method for Information Retrieval. CoRR (2015)
Yongqiang Chen, Peng Zhang, Dawei Song, Benyou Wang
A Real-Time Eye Tracking Based Query Expansion Approach via Latent Topic Modeling. CIKM (2015)
Qian Yu, Peng Zhang, Yuexian Hou, Dawei Song, Jun Wang
Document Boltzmann Machines for Information Retrieval. ECIR (2015)
Ning Xing, Yuexian Hou, Peng Zhang, Wenjie Li, Dawei Song
Reinforcing the Topic of Embeddings with Theta Pure Dependence for Text Classification. EMNLP (2015)
Wenya Zhang, Dawei Song, Peng Zhang, Xiaozhao Zhao, Yuexian Hou
A Sequential Latent Topic-Based Readability Model for Domain-Specific Information Retrieval. AIRS (2015)
Mengjiao Xie, Yuexian Hou, Peng Zhang, Jingfei Li, Wenjie Li, Dawei Song
Modeling Quantum Entanglements in Quantum Language Models. IJCAI (2015)
Jingfei Li, Dawei Song, Peng Zhang, Ji-Rong Wen, Zhicheng Dou
Personalizing Web Search Results Based on Subspace Projection. AIRS (2014)
Peng Zhang, Dawei Song, Jun Wang, Yuexian Hou
Bias-variance analysis in estimating true query model for information retrieval. Inf. Process. Manag. 50 (1) (2014)
Yongqiang Chen, Zhenjun Tang, Xiaozhao Zhao, Dawei Song, Peng Zhang
A New Approach to Contextual Suggestions Based on Word2Vec. TREC (2014)
Peng Zhang, Linxue Hao, Dawei Song, Jun Wang, Yuexian Hou, Bin Hu
Generalized Bias-Variance Evaluation of TREC Participated Systems. CIKM (2014)
Dazhao Pan, Peng Zhang, Jingfei Li, Dawei Song, Ji-Rong Wen, Yuexian Hou, Bin Hu, Yuan Jia, Anne N. De Roeck
Using Dempster-Shafer's Evidence Theory for Query Expansion Based on Freebase Knowledge. AIRS (2013)
Dawei Song, Yanjie Shi, Peng Zhang, Yuexian Hou, Bin Hu, Yuan Jia, Qiang Huang, Udo Kruschwitz, Anne N. De Roeck, Peter Bruza
Optimization of an Integrated Model for Automatic Reduction and Expansion of Long Queries. AIRS (2013)
Peng Zhang, Dawei Song, Jun Wang, Yuexian Hou
Bias-variance decomposition of ir evaluation. SIGIR (2013)
Peng Zhang, Wenjie Li, Yuexian Hou, Dawei Song
Developing Position Structure-Based Framework for Chinese Entity Relation Extraction. ACM Trans. Asian Lang. Inf. Process. 10 (3) (2011)
Peng Zhang, Dawei Song, Xiaozhao Zhao, Yuexian Hou
Investigating Query-Drift Problem from a Novel Perspective of Photon Polarization. ICTIR (2011)
Peng Zhang, Dawei Song, Jun Wang, Xiaozhao Zhao, Yuexian Hou
On Modeling Rank-Independent Risk in Estimating Probability of Relevance. AIRS (2011)
Leszek Kaliciak, Jun Wang, Dawei Song, Peng Zhang, Yuexian Hou
Contextual Image Annotation via Projection and Quantum Theory Inspired Measurement for Integration of Text and Visual Features. QI (2011)
Shangkun Ren, Yuexian Hou, Peng Zhang, Xueru Liang
Importance Weighted AdaRank. ICIC (1) (2011)
Xiaozhao Zhao, Peng Zhang, Dawei Song, Yuexian Hou
A Novel Re-ranking Approach Inspired by Quantum Measurement. ECIR (2011)
Peng Zhang, Dawei Song, Xiaochao Zhao, Yuexian Hou
A Study of Document Weight Smoothness in Pseudo Relevance Feedback. AIRS (2010)
Dawei Song, Mounia Lalmas, Keith van Rijsbergen, Ingo Frommholz, Benjamin Piwowarski, Jun Wang, Peng Zhang, Guido Zuccon, Peter Bruza, Sachi Arafat, Leif Azzopardi, Emanuele Di Buccio, Alvaro Francisco Huertas-Rosero, Yuexian Hou, Massimo Melucci, Stefan M. Rüger
How Quantum Theory Is Developing the Field of Information Retrieval. AAAI Fall Symposium: Quantum Informatics for Cognitive, Social, and Semantic Processes (2010)
Tingxu Yan, Tamsin Maxwell, Dawei Song, Yuexian Hou, Peng Zhang
Event-Based Hyperspace Analogue to Language for Query Expansion. ACL (2) (2010)
Peng Zhang, Dawei Song, Yuexian Hou, Jun Wang, Peter Bruza
Automata Modeling for Cognitive Interference in Users' Relevance Judgment. AAAI Fall Symposium: Quantum Informatics for Cognitive, Social, and Semantic Processes (2010)
Jun Wang, Dawei Song, Peng Zhang, Yuexian Hou, Peter Bruza
Explanation of Relevance Judgement Discrepancy with Quantum Interference. AAAI Fall Symposium: Quantum Informatics for Cognitive, Social, and Semantic Processes (2010)
Yuexian Hou, Peng Zhang, Tingxu Yan, Wenjie Li, Dawei Song
Beyond Redundancies: A Metric-Invariant Method for Unsupervised Feature Selection. IEEE Trans. Knowl. Data Eng. 22 (3) (2010)
Yuexian Hou, Tingxu Yan, Peng Zhang, Dawei Song, Wenjie Li
On Tsallis Entropy Bias and Generalized Maximum Entropy Models CoRR (2010)
Peng Zhang, Yuexian Hou, Dawei Song
Approximating true relevance distribution from a mixture model based on irrelevance data. SIGIR (2009)
Yuexian Hou, Peng Zhang, Xingxing Xu, Xiaowei Zhang, Wenjie Li
Nonlinear Dimensionality Reduction by Locally Linear Inlaying. IEEE Trans. Neural Networks 20 (2) (2009)
Peng Zhang, Wenjie Li, Furu Wei, Qin Lu, Yuexian Hou
Exploiting the Role of Position Feature in Chinese Relation Extraction. LREC (2008)
Wenjie Li, Peng Zhang, Furu Wei, Yuexian Hou, Qin Lu
A Novel Feature-based Approach to Chinese Entity Relation Extraction. ACL (2) (2008)

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Publication Activity (10 Years)

Top Topics

Top Venues

Peng Zhang