A Novel Feature-based Approach to Chinese Entity Relation Extraction. - Wenjie Li 002; Peng Zhang 002; Furu Wei; Yuexian Hou; Qin Lu 001 (ACL (2), 2008)

Exploiting the Role of Position Feature in Chinese Relation Extraction. - Peng Zhang 002; Wenjie Li 002; Furu Wei; Qin Lu 001; Yuexian Hou (LREC, 2008)

Approximating true relevance distribution from a mixture model based on irrelevance data. - Peng Zhang 002; Yuexian Hou; Dawei Song 001 (SIGIR, 2009)

Nonlinear Dimensionality Reduction by Locally Linear Inlaying. - Yuexian Hou; Peng Zhang 002; Xingxing Xu; Xiaowei Zhang; Wenjie Li 002 (IEEE Trans. Neural Networks, 2009)

How Quantum Theory Is Developing the Field of Information Retrieval. - Dawei Song 001; Mounia Lalmas; Keith van Rijsbergen; Ingo Frommholz; Benjamin Piwowarski; Jun Wang 012; Peng Zhang 002; Guido Zuccon; Peter Bruza; Sachi Arafat; Leif Azzopardi; Emanuele Di Buccio; et al. (AAAI Fall Symposium: Quantum Informatics for Cognitive, Social, and Semantic Processes, 2010)

Explanation of Relevance Judgement Discrepancy with Quantum Interference. - Jun Wang 012; Dawei Song 001; Peng Zhang 002; Yuexian Hou; Peter Bruza (AAAI Fall Symposium: Quantum Informatics for Cognitive, Social, and Semantic Processes, 2010)

Automata Modeling for Cognitive Interference in Users' Relevance Judgment. - Peng Zhang 002; Dawei Song 001; Yuexian Hou; Jun Wang 012; Peter Bruza (AAAI Fall Symposium: Quantum Informatics for Cognitive, Social, and Semantic Processes, 2010)

Event-Based Hyperspace Analogue to Language for Query Expansion. - Tingxu Yan; Tamsin Maxwell; Dawei Song 001; Yuexian Hou; Peng Zhang 002 (ACL (2), 2010)

A Study of Document Weight Smoothness in Pseudo Relevance Feedback. - Peng Zhang 002; Dawei Song 001; Xiaochao Zhao; Yuexian Hou (AIRS, 2010)

On Tsallis Entropy Bias and Generalized Maximum Entropy Models - Yuexian Hou; Tingxu Yan; Peng Zhang 002; Dawei Song 001; Wenjie Li 002 (CoRR, 2010)

Beyond Redundancies: A Metric-Invariant Method for Unsupervised Feature Selection. - Yuexian Hou; Peng Zhang 002; Tingxu Yan; Wenjie Li 002; Dawei Song 001 (IEEE Trans. Knowl. Data Eng., 2010)

On Modeling Rank-Independent Risk in Estimating Probability of Relevance. - Peng Zhang 002; Dawei Song 001; Jun Wang 012; Xiaozhao Zhao; Yuexian Hou (AIRS, 2011)

A Novel Re-ranking Approach Inspired by Quantum Measurement. - Xiaozhao Zhao; Peng Zhang 002; Dawei Song 001; Yuexian Hou (ECIR, 2011)

Importance Weighted AdaRank. - Shangkun Ren; Yuexian Hou; Peng Zhang 002; Xueru Liang (ICIC (1), 2011)

Investigating Query-Drift Problem from a Novel Perspective of Photon Polarization. - Peng Zhang 002; Dawei Song 001; Xiaozhao Zhao; Yuexian Hou (ICTIR, 2011)

Contextual Image Annotation via Projection and Quantum Theory Inspired Measurement for Integration of Text and Visual Features. - Leszek Kaliciak; Jun Wang 012; Dawei Song 001; Peng Zhang 002; Yuexian Hou (QI, 2011)

Developing Position Structure-Based Framework for Chinese Entity Relation Extraction. - Peng Zhang 002; Wenjie Li 002; Yuexian Hou; Dawei Song 001 (ACM Trans. Asian Lang. Inf. Process., 2011)

Using Dempster-Shafer's Evidence Theory for Query Expansion Based on Freebase Knowledge. - Dazhao Pan; Peng Zhang 002; Jingfei Li; Dawei Song 001; Ji-Rong Wen; Yuexian Hou; Bin Hu 001; Yuan Jia; Anne N. De Roeck (AIRS, 2013)

Optimization of an Integrated Model for Automatic Reduction and Expansion of Long Queries. - Dawei Song 001; Yanjie Shi; Peng Zhang 002; Yuexian Hou; Bin Hu 001; Yuan Jia; Qiang Huang; Udo Kruschwitz; Anne N. De Roeck; Peter Bruza (AIRS, 2013)

Bias-variance decomposition of ir evaluation. - Peng Zhang 002; Dawei Song 001; Jun Wang 012; Yuexian Hou (SIGIR, 2013)

Approximating true relevance model in relevance feedback. - Peng Zhang 002 (2013)

Personalizing Web Search Results Based on Subspace Projection. - Jingfei Li; Dawei Song 001; Peng Zhang 002; Ji-Rong Wen; Zhicheng Dou (AIRS, 2014)

Generalized Bias-Variance Evaluation of TREC Participated Systems. - Peng Zhang 002; Linxue Hao; Dawei Song 001; Jun Wang 012; Yuexian Hou; Bin Hu 001 (CIKM, 2014)

A New Approach to Contextual Suggestions Based on Word2Vec. - Yongqiang Chen; Zhenjun Tang; Xiaozhao Zhao; Dawei Song 001; Peng Zhang 002 (TREC, 2014)

Bias-variance analysis in estimating true query model for information retrieval. - Peng Zhang 002; Dawei Song 001; Jun Wang 012; Yuexian Hou (Inf. Process. Manag., 2014)

A Query Expansion Approach Using Entity Distribution Based on Markov Random Fields. - Rui Li; Linxue Hao; Xiaozhao Zhao; Peng Zhang 002; Dawei Song 001; Yuexian Hou (AIRS, 2015)

A Study of Collection-Based Features for Adapting the Balance Parameter in Pseudo Relevance Feedback. - Ye Meng; Peng Zhang 002; Dawei Song 001; Yuexian Hou (AIRS, 2015)

A Sequential Latent Topic-Based Readability Model for Domain-Specific Information Retrieval. - Wenya Zhang; Dawei Song 001; Peng Zhang 002; Xiaozhao Zhao; Yuexian Hou (AIRS, 2015)

A Real-Time Eye Tracking Based Query Expansion Approach via Latent Topic Modeling. - Yongqiang Chen; Peng Zhang 002; Dawei Song 001; Benyou Wang (CIKM, 2015)

Document Boltzmann Machines for Information Retrieval. - Qian Yu; Peng Zhang 002; Yuexian Hou; Dawei Song 001; Jun Wang 012 (ECIR, 2015)

Reinforcing the Topic of Embeddings with Theta Pure Dependence for Text Classification. - Ning Xing; Yuexian Hou; Peng Zhang 002; Wenjie Li 002; Dawei Song 001 (EMNLP, 2015)

Modeling Quantum Entanglements in Quantum Language Models. - Mengjiao Xie; Yuexian Hou; Peng Zhang 002; Jingfei Li; Wenjie Li 002; Dawei Song 001 (IJCAI, 2015)

How Different Features Contribute to the Session Search? - Jingfei Li; Dawei Song 001; Peng Zhang 002; Yuexian Hou (NLPCC, 2015)

Modeling Multi-query Retrieval Tasks Using Density Matrix Transformation. - Qiuchi Li; Jingfei Li; Peng Zhang 002; Dawei Song 001 (SIGIR, 2015)

Incorporating Intra-Query Term Dependencies in an Aspect Query Language Model. - Dawei Song 001; Yanjie Shi; Peng Zhang 002; Qiang Huang; Udo Kruschwitz; Yuexian Hou; Bo Wang 011 (Comput. Intell., 2015)

Further Theoretical Study of Distribution Separation Method for Information Retrieval. - Peng Zhang 002; Qian Yu; Yuexian Hou; Dawei Song 001; Jingfei Li; Bin Hu 001 (CoRR, 2015)

Iterative Project Quasi-Newton Algorithm for Training RBM. - Shuai Mi; Xiaozhao Zhao; Yuexian Hou; Peng Zhang 002; Wenjie Li 002; Dawei Song 001 (AAAI, 2016)

Learning to Improve Affinity Ranking for Diversity Search. - Yue Wu; Jingfei Li; Peng Zhang 002; Dawei Song 001 (AIRS, 2016)

Emotion recognition from multi-channel EEG data through Convolutional Recurrent Neural Network. - Xiang Li 064; Dawei Song 001; Peng Zhang 002; Guangliang Yu; Yuexian Hou; Bin Hu 001 (BIBM, 2016)

Encoding physiological signals as images for affective state recognition using convolutional neural networks. - Guangliang Yu; Xiang Li 064; Dawei Song 001; Xiaozhao Zhao; Peng Zhang 002; Yuexian Hou; Bin Hu 001 (EMBC, 2016)

A Chinese Question Answering Approach Integrating Count-Based and Embedding-Based Features. - Benyou Wang; Jiabin Niu; Liqun Ma; Yuhua Zhang; Lipeng Zhang; Jingfei Li; Peng Zhang 002; Dawei Song 001 (NLPCC/ICCPOL, 2016)

Value at Risk for Risk Evaluation in Information Retrieval. - Meijia Wang; Peng Zhang 002; Dawei Song 001; Jun Wang 012 (NLPCC/ICCPOL, 2016)

SECC: A Novel Search Engine Interface with Live Chat Channel. - Cheng Zhang 019; Peng Zhang 002; Jingfei Li; Dawei Song 001 (SIGIR, 2016)

Investigation of the Subjective Asymmetry of Social Interrelationship with Interactive Language. - Bo Wang 011; Yanshu Yu; Peng Zhang 002 (WWW (Companion Volume), 2016)

Exploration of Quantum Interference in Document Relevance Judgement Discrepancy. - Benyou Wang; Peng Zhang 002; Jingfei Li; Dawei Song 001; Yuexian Hou; Zhenguo Shang (Entropy, 2016)

A Quantum Query Expansion Approach for Session Search. - Peng Zhang 002; Jingfei Li; Benyou Wang; Xiaozhao Zhao; Dawei Song 001; Yuexian Hou; Massimo Melucci (Entropy, 2016)

Generalized Analysis of a Distribution Separation Method. - Peng Zhang 002; Qian Yu; Yuexian Hou; Dawei Song 001; Jingfei Li; Bin Hu 001 (Entropy, 2016)

How Users Select Query Suggestions Under Different Satisfaction States? - Zhenguo Shang; Jingfei Li; Peng Zhang 002; Dawei Song 001; Benyou Wang (CCIR, 2017)

Enhanced Embedding Based Attentive Pooling Network for Answer Selection. - Zhan Su 002; Benyou Wang; Jiabin Niu; Shuchang Tao; Peng Zhang 002; Dawei Song 001 (NLPCC, 2017)

IRGAN: A Minimax Game for Unifying Generative and Discriminative Information Retrieval Models. - Jun Wang 012; Lantao Yu; Weinan Zhang 001; Yu Gong; Yinghui Xu; Benyou Wang; Peng Zhang 002; Dell Zhang (SIGIR, 2017)

Deep fusion of multi-channel neurophysiological signal for emotion recognition and monitoring. - Xiang Li 064; Dawei Song 001; Peng Zhang 002; Yuexian Hou; Bin Hu 001 (Int. J. Data Min. Bioinform., 2017)

Learning to diversify web search results with a Document Repulsion Model. - Jingfei Li; Yue Wu; Peng Zhang 002; Dawei Song 001; Benyou Wang (Inf. Sci., 2017)

Understanding an enriched multidimensional user relevance model by analyzing query logs. - Jingfei Li; Peng Zhang 002; Dawei Song 001; Yue Wu (J. Assoc. Inf. Sci. Technol., 2017)

A Distribution Separation Method Using Irrelevance Feedback Data for Information Retrieval. - Peng Zhang 002; Qian Yu; Yuexian Hou; Dawei Song 001; Jingfei Li; Bin Hu 001 (ACM Trans. Intell. Syst. Technol., 2017)

End-to-End Quantum-like Language Models with Application to Question Answering. - Peng Zhang 002; Jiabin Niu; Zhan Su 002; Benyou Wang; Liqun Ma; Dawei Song 001 (AAAI, 2018)

A Quantum Many-body Wave Function Inspired Language Modeling Approach. - Peng Zhang 002; Zhan Su 002; Lipeng Zhang; Benyou Wang; Dawei Song 001 (CIKM, 2018)

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

Text Classification with Enriched Word Features. - Jingda Xu; Cheng Zhang 019; Peng Zhang 002; Dawei Song 001 (PRICAI, 2018)

A Study of Per-Topic Variance on System Comparison. - Meng Yang; Peng Zhang 002; Dawei Song 001 (SIGIR, 2018)

Modeling multiple interactions with a Markov random field in query expansion for session search. - Jingfei Li; Xiaozhao Zhao; Peng Zhang 002; Dawei Song 001 (Comput. Intell., 2018)

A Dependency Parser for Spontaneous Chinese Spoken Language. - Ruifang He; Yaru Wang; Dawei Song 001; Peng Zhang 002; Yuan Jia; Aijun Li (ACM Trans. Asian Low Resour. Lang. Inf. Process., 2018)

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

A Generalized Language Model in Tensor Space. - Lipeng Zhang; Peng Zhang 002; Xindian Ma; Shuqin Gu; Zhan Su 002; Dawei Song 001 (AAAI, 2019)

MarlRank: Multi-agent Reinforced Learning to Rank. - Shihao Zou; Zhonghua Li; Mohammad Akbari 001; Jun Wang 012; Peng Zhang 002 (CIKM, 2019)

Robust Embedding with Multi-Level Structures for Link Prediction. - Zihan Wang 002; Zhaochun Ren; Chunyu He; Peng Zhang 002; Yue Hu (IJCAI, 2019)

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

AccuAir: Winning Solution to Air Quality Prediction for KDD Cup 2018. - Zhipeng Luo; Jianqiang Huang; Ke Hu; Xue Li; Peng Zhang 002 (KDD, 2019)

A Tensorized Transformer for Language Modeling. - Xindian Ma; Peng Zhang 002; Shuai Zhang; Nan Duan; Yuexian Hou; Ming Zhou 001; Dawei Song 001 (NeurIPS, 2019)

SCSS-LIE: A Novel Synchronous Collaborative Search System with a Live Interactive Engine. - Junyan Wang; Peng Zhang 002; Cheng Zhang 019; Dawei Song 001 (SIGIR, 2019)

A Match-Transformer Framework for Modeling Diverse Relevance Patterns in Ad-hoc Retrieval. - Yongyu Jiang; Peng Zhang 002; Hui Gao; Xindian Ma; Donghao Zhao; Zeting Hu; Junyan Wang; Meixian Song (Aust. J. Intell. Inf. Process. Syst., 2019)

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

VN Network: Embedding Newly Emerging Entities with Virtual Neighbors. - Yongquan He; Zihan Wang 002; Peng Zhang 002; Zhaopeng Tu; Zhaochun Ren (CIKM, 2020)

Encoding word order in complex embeddings. - Benyou Wang; Donghao Zhao; Christina Lioma; Qiuchi Li; Peng Zhang 002; Jakob Grue Simonsen (ICLR, 2020)

A Quantum Interference Inspired Neural Matching Model for Ad-hoc Retrieval. - Yongyu Jiang; Peng Zhang 002; Hui Gao; Dawei Song 001 (SIGIR, 2020)

TensorCoder: Dimension-Wise Attention via Tensor Representation for Natural Language Modeling. - Shuai Zhang; Peng Zhang 002; Xindian Ma; Junqiu Wei 001; Ningning Wang; Qun Liu 001 (CoRR, 2020)

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

Continuous Self-Attention Models with Neural ODE Networks. - Jing Zhang; Peng Zhang 002; Baiwen Kong; Junqiu Wei 001; Xin Jiang 002 (AAAI, 2021)

Information retrieval: a view from the Chinese IR community. - Zhumin Chen; Xueqi Cheng; Shoubin Dong; Zhicheng Dou; Jiafeng Guo; Xuanjing Huang 001; Yanyan Lan; Chenliang Li; Ru Li; Tie-Yan Liu; Yiqun Liu 001; Jun Ma 001; et al. (Frontiers Comput. Sci., 2021)

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

ClusterFormer: Neural Clustering Attention for Efficient and Effective Transformer. - Ningning Wang; Guobing Gan; Peng Zhang 002; Shuai Zhang; Victor Junqiu Wei; Qun Liu 001; Xin Jiang 002 (ACL (1), 2022)

ACENet: Attention Guided Commonsense Reasoning on Hybrid Knowledge Graph. - Chuzhan Hao; Minghui Xie; Peng Zhang 002 (EMNLP, 2022)

Hypoformer: Hybrid Decomposition Transformer for Edge-friendly Neural Machine Translation. - Sunzhu Li; Peng Zhang 002; Guobing Gan; Xiuqing Lv; Benyou Wang; Victor Junqiu Wei; Xin Jiang 002 (EMNLP, 2022)

A Sequential Flow Control Framework for Multi-hop Knowledge Base Question Answering. - Minghui Xie; Chuzhan Hao; Peng Zhang 002 (EMNLP, 2022)

A Measurement-Based Quantum-Like Language Model for Text Matching. - Wantong Zhang; Guobing Gan; Hui Gao; Peng Zhang 002; Wenjie Hui; Zipeng Fan (ICONIP (3), 2022)

Incorporating Dual-Aware with Hierarchical Interactive Memory Networks for Task-Oriented Dialogue. - Yangyang Ou; Peng Zhang 002; Jing Zhang; Hui Gao; Xing Ma (INTERSPEECH, 2022)

MorphTE: Injecting Morphology in Tensorized Embeddings. - Guobing Gan; Peng Zhang 002; Sunzhu Li; Xiuqing Lu; Benyou Wang (NeurIPS, 2022)

AD-NEGF: An End-to-End Differentiable Quantum Transport Simulator for Sensitivity Analysis and Inverse Problems. - Yingzhanghao Zhou; Xiang Chen; Peng Zhang 002; Jun Wang 012; Lei Wang 198; Hong Guo (CoRR, 2022)

A bias-variance evaluation framework for information retrieval systems. - Peng Zhang 002; Hui Gao; Zeting Hu; Meng Yang; Dawei Song 001; Jun Wang 012; Yuexian Hou; Bin Hu 001 (Inf. Process. Manag., 2022)

Complex-valued Neural Network-based Quantum Language Models. - Peng Zhang 002; Wenjie Hui; Benyou Wang; Donghao Zhao; Dawei Song 001; Christina Lioma; Jakob Grue Simonsen (ACM Trans. Inf. Syst., 2022)

Domain-specific Attention with Distributional Signatures for Multi-Domain End-to-end Task-Oriented Dialogue. - Xing Ma; Peng Zhang 002; Feifei Zhao (ACL (Findings), 2023)

TIDE: Affective Time-aware Representations for Fine-grained Depression Identification on Social Media. - Zhuanzhuan Liu; Xing Ma; Peng Zhang 002; Chuzhan Hao; Shuo Zhang; Lin Wang (IJCNN, 2023)

Recurrent Transformers for Long Document Understanding. - Chuzhan Hao; Peng Zhang 002; Minghui Xie; Dongming Zhao (NLPCC (1), 2023)

Quantum-Inspired Neural Language Representation, Matching and Understanding. - Peng Zhang 002; Hui Gao; Jing Zhang; Dawei Song 001 (Found. Trends Inf. Retr., 2023)

Information Retrieval meets Large Language Models: A strategic report from Chinese IR community. - Qingyao Ai; Ting Bai; Zhao Cao; Yi Chang 001; Jiawei Chen 007; Zhumin Chen; Zhiyong Cheng 001; Shoubin Dong; Zhicheng Dou; Fuli Feng; Shen Gao; Jiafeng Guo; et al. (AI Open, 2023)

Quantum-Inspired Neural Network with Runge-Kutta Method. - Zipeng Fan; Jing Zhang; Peng Zhang 002; Qianxi Lin; Hui Gao (AAAI, 2024)

HyperCPI: A Novel Method Based on Hypergraph for Compound Protein Interaction Prediction with Good Generalization Ability. - Qianxi Lin; Zipeng Fan; Yanfei Li; Peng Zhang 002 (ICIC (LNBI 2), 2024)

CKF: Conditional Knowledge Fusion Method for CommonSense Question Answering. - Minghui Xie; Chuzhan Hao; Peng Zhang 002; Xindian Ma (NLPCC (1), 2024)

SEE: Sememe Entanglement Encoding for Transformer-bases Models Compression. - Jing Zhang; Shuzhen Sun; Peng Zhang 002; Guangxing Cao; Hui Gao; Xindian Ma; Nan Xu; Yuexian Hou (CoRR, 2024)

Quantum-inspired language models based on unitary transformation. - Zipeng Fan; Jing Zhang; Peng Zhang 002; Qianxi Lin; Yizhe Li; Yuhua Qian (Inf. Process. Manag., 2024)

M3GAT: A Multi-modal, Multi-task Interactive Graph Attention Network for Conversational Sentiment Analysis and Emotion Recognition. - Yazhou Zhang; 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-branch Learning Model with Gradient-balanced Loss for Long-tailed Multi-label Text Classification. - Yitong Yao; Jing Zhang; Peng Zhang 002; Yueheng Sun (ACM Trans. Inf. Syst., 2024)

CroMamba-DTA: Cross-Mamba for Drug-Target Binding Affinity Prediction. - Zhiqi Xie; Zipeng Fan; Peng Zhang 002; Qianxi Lin (ICIC (25), 2025)

Quantum Time-index Models with Reservoir for Time Series Forecasting. - Wenbo Qiao; Jiaming Zhao; Peng Zhang 002 (KDD (1), 2025)

The Scaling Law for LoRA Base on Mutual Information Upper Bound. - Jing Zhang; Hui Gao; Peng Zhang 002; Shuzhen Sun; Chang Yang; Yuexian Hou (CoRR, 2025)

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

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

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