Nonlinear Prediction Model Identification and Robust Prediction of Chaotic Time Series. - Yuexian Hou; Weidi Dai; Pilian He (ISNN (2), 2004)

Robust Nonlinear Dimension Reduction: A Self-organizing Approach. - Yuexian Hou; Liyue Yao; Pilian He (FSKD (2), 2005)

A Clustering Algorithm Based on Density Kernel Extension. - Weidi Dai; Pilian He; Yuexian Hou; Xiao-Dong Kang (ICMLC, 2005)

Self-organizing Isometric Embedding Based on Statistical Criterions. - Ruiguo Yu; Yuexian Hou; Pilian He (FSKD, 2006)

A Multi-objective Cooperative Coevolutionary Algorithm for Constructing Accurate and Interpretable Fuzzy systems. - Zongyi Xing; Yuan-long Hou; Yong Zhang 031; Limin Jia; Yuexian Hou (FUZZ-IEEE, 2006)

Adaptively Incremental Self-organizing Isometric Embedding. - Yuexian Hou; Gong Kefei; Pilian He (ICONIP (1), 2006)

Improving classification precision by implicit kernels motivated by manifold learning. - Yuexian Hou; Jingyi Wu; Pilian He (IJCNN, 2006)

Locally Adaptive Nonlinear Dimensionality Reduction. - Yuexian Hou; Hongmin Yang; Pilian He (MICAI, 2006)

A Framework of Feedback Search Engine Motivated by Content Relevance Mining. - Yuexian Hou; Honglei Zhu; Pilian He (Web Intelligence, 2006)

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)

A Novel Composite Kernel Approach to Chinese Entity Relation Extraction. - Ji Zhang; Ouyang You; Wenjie Li 002; Yuexian Hou (ICCPOL, 2009)

Using Non-extensive Entropy for Text Classification. - Lin Fu; Yuexian Hou (ICIC (1), 2009)

Characterizing Pure High-Order Entanglements in Lexical Semantic Spaces via Information Geometry. - Yuexian Hou; Dawei Song 001 (QI, 2009)

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)

A New Closeness Metric for Social Networks Based on the k Shortest Paths. - Chun Shang; Yuexian Hou; Shuo Zhang; Zhaopeng Meng (ISNN (2), 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)

Detecting and extracting the photo composites using planar homography and graph cut. - Wei Zhang 031; Xiaochun Cao; Yanling Qu; Yuexian Hou; Handong Zhao; Chenyang Zhang 001 (IEEE Trans. Inf. Forensics Secur., 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)

Learning kernels with upper bounds of leave-one-out error. - Yong Liu 018; Shizhong Liao; Yuexian Hou (CIKM, 2011)

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

An unsupervised feature selection method based on degree of feature cooperation. - Tingxu Yan; Yuexian Hou (FSKD, 2011)

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

Pure High-Order Word Dependence Mining via Information Geometry. - Yuexian Hou; Liang He; Xiaozhao Zhao; Dawei Song 001 (ICTIR, 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)

Quantum Theory-Inspired Search. - Diederik Aerts; Peter Bruza; Yuexian Hou; Joemon M. Jose; Massimo Melucci; Jian-Yun Nie; Dawei Song 001 (FET, 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)

Twitter hyperlink recommendation with user-tweet-hyperlink three-way clustering. - Dehong Gao; Renxian Zhang; Wenjie Li 002; Yuexian Hou (CIKM, 2012)

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)

A unified graph model for personalized query-oriented reference paper recommendation. - Fanqi Meng; Dehong Gao; Wenjie Li 002; Xu Sun 001; Yuexian Hou (CIKM, 2013)

A Global Constrained Optimization Method for Designing Road Networks with Small Diameters. - Teng Ma; Yuexian Hou; Xiaozhao Zhao; Dawei Song 001 (IJCAI, 2013)

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

Understanding Deep Learning by Revisiting Boltzmann Machines: An Information Geometry Approach - Xiaozhao Zhao; Yuexian Hou; Qian Yu; Dawei Song 001; Wenjie Li 002 (CoRR, 2013)

Mining pure high-order word associations via information geometry for information retrieval. - Yuexian Hou; Xiaozhao Zhao; Dawei Song 001; Wenjie Li 002 (ACM Trans. Inf. Syst., 2013)

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)

Rényi Divergence Based Generalization for Learning of Classification Restricted Boltzmann Machines. - Qian Yu; Yuexian Hou; Xiaozhao Zhao; Guochen Cheng (ICDM Workshops, 2014)

Inferring topic-dependent influence roles of Twitter users. - Chengyao Chen; Dehong Gao; Wenjie Li 002; Yuexian Hou (SIGIR, 2014)

Quadratic Tsallis Entropy Bias and generalized Maximum Entropy Models. - Yuexian Hou; Bo Wang 011; Dawei Song 001; Xiaochun Cao; Wenjie Li 002 (Comput. Intell., 2014)

Extending the Extreme Physical Information to Universal Cognitive Models via a Confident Information First Principle. - Xiaozhao Zhao; Yuexian Hou; Dawei Song 001; Wenjie Li 002 (Entropy, 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)

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)

Predicting Box Office Receipts of Movies with Pruned Random Forest. - Zhenyu Guo; Xin Zhang; Yuexian Hou (ICONIP (1), 2015)

A Constrained Multi-view Clustering Approach to Influence Role Detection. - Chengyao Chen; Dehong Gao; Wenjie Li 002; Yuexian Hou (SocInf@IJCAI, 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)

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)

A Confident Information First Principle for Parametric Reduction and Model Selection of Boltzmann Machines. - Xiaozhao Zhao; Yuexian Hou; Dawei Song 001; Wenjie Li 002 (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)

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)

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)

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

Learning Music Emotions via Quantum Convolutional Neural Network. - Gong Chen 006; Yan Liu 004; Jiannong Cao 001; Sheng-hua Zhong; Yang Liu 007; Yuexian Hou; Peng Zhang (BI, 2017)

Position vs. Attitude: How Topological Factors Influence Our Difference in the Attitudes on Online Interrelationships? A Case Study with Language Use. - Bo Wang 011; Yingjun Sun; Yuexian Hou; Dawei Song 001; Ruifang He (CollaborateCom, 2017)

Improving the Generalization Ability of Restricted Boltzmann Machines via Theta Pure Dependency. - Qi Xu; Yuexian Hou (ICDLT, 2017)

Hierarchical Attention BLSTM for Modeling Sentences and Documents. - Xiaolei Niu; Yuexian Hou (ICONIP (2), 2017)

Bi-Directional LSTM with Quantum Attention Mechanism for Sentence Modeling. - Xiaolei Niu; Yuexian Hou; Panpan Wang (ICONIP (2), 2017)

Extending the Balance Theory by Measuring Bidirectional Opinions with Interactive Language. - Bo Wang 011; Yingjun Sun; Bo Han 002; Yuexian Hou; Dawei Song 001 (WWW (Companion Volume), 2017)

Regularizing Neural Networks via Retaining Confident Connections. - Shengnan Zhang; Yuexian Hou; Benyou Wang; Dawei Song 001 (Entropy, 2017)

Exploring Interpersonal Influence by Tracking User Dynamic Interactions. - Chengyao Chen; Wenjie Li 002; Dehong Gao; Yuexian Hou (IEEE Intell. Syst., 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)

Shadow detection of moving objects based on multisource information in Internet of things. - Zhen Ma; De-gan Zhang 001; Jie Chen 075; Yuexian Hou (J. Exp. Theor. Artif. Intell., 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)

Exploring Relevance Judgement Inspired by Quantum Weak Measurement. - Tianshu Wang; Yuexian Hou; Panpan Wang; Xiaolei Niu (AAAI, 2018)

Measuring Bidirectional Subjective Strength of Online Social Relationship by Synthetizing the Interactive Language Features and Social Balance (Short Paper). - Baixiang Xue; Bo Wang 011; Yanshu Yu; Ruifang He; Yuexian Hou; Dawei Song 001 (CollaborateCom, 2018)

A Position-aware Bidirectional Attention Network for Aspect-level Sentiment Analysis. - Shuqin Gu; Lipeng Zhang; Yuexian Hou; Yin Song (COLING, 2018)

Modeling Relevance Judgement Inspired by Quantum Weak Measurement. - Panpan Wang; Tianshu Wang; Yuexian Hou; Dawei Song 001 (ECIR, 2018)

Automatic Update of Ontology Concept Hierarchy with New Entity Insertion and New Concept Generation Based on Semantic Measurement. - Yinghui Wang; Bo Wang 011; Yuexian Hou; Dawei Song 001 (ICSCA, 2018)

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

Attention-Based Linguistically Constraints Network for Aspect-Level Sentiment. - Jinyu Lu; Yuexian Hou (PRICAI, 2018)

Two-Step Multi-factor Attention Neural Network for Answer Selection. - Pengqing Zhang; Yuexian Hou; Zhan Su 002; Yi Su (PRICAI (1), 2018)

A Confident Information First Principle for Parameter Reduction and Model Selection of Boltzmann Machines. - Xiaozhao Zhao; Yuexian Hou; Dawei Song 001; Wenjie Li 002 (IEEE Trans. Neural Networks Learn. Syst., 2018)

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

Regularizing Deep Neural Networks by Ensemble-based Low-Level Sample-Variances Method. - Shuai Yao; Yuexian Hou; Liangzhu Ge; Zeting Hu (CIKM, 2019)

Density Matrix Based Preference Evolution Networks for E-Commerce Recommendation. - Panpan Wang; Zhao Li 007; Xuming Pan; Donghui Ding; Xia Chen 004; Yuexian Hou (DASFAA (2), 2019)

Link Prediction with Attention-Based Semantic Influence of Multiple Neighbors. - Meixian Song; Bo Wang 011; Xindian Ma; Qinghua Hu; Xin Wang 030; Yuexian Hou; Dawei Song 001 (ICONIP (5), 2019)

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

A Quantum Observation Scheme Can Universally Identify Causalities from Correlations. - Chenguang Zhang; Yuexian Hou; Dawei Song 001 (CoRR, 2019)

VECA: A Method for Detecting Overfitting in Neural Networks (Student Abstract). - Liangzhu Ge; Yuexian Hou; Yaju Jiang; Shuai Yao; Chao Yang (AAAI, 2020)

Learning from Positive and Unlabeled Data without Explicit Estimation of Class Prior. - Chenguang Zhang; Yuexian Hou; Yan Zhang 083 (AAAI, 2020)

Strong Statistical Correlation Revealed by Quantum Entanglement for Supervised Learning. - Junwei Zhang 009; Yuexian Hou; Zhao Li 007; Long Zhang; Xia Chen 004 (ECAI, 2020)

Using Temporal Convolutional Networks to Enable Action Recognition for Construction Equipment. - Mingen Wang; Jinyue Zhang; Yuexian Hou (ICVIP, 2020)

Redundancy of Hidden Layers in Deep Learning: An Information Perspective. - Chenguang Zhang; Yuexian Hou; Dawei Song 001; Liangzhu Ge; Yaoshuai Yao (CoRR, 2020)

A Quantum-inspired Complex-valued Representation for Encoding Sentiment Information (Student Abstract). - Guangcheng Liu; Yuexian Hou; Shikai Song (AAAI, 2021)

MMIM: An Interpretable Regularization Method for Neural Networks (Student Abstract). - Nan Xie; Yuexian Hou (AAAI, 2021)

Improving Recommender System via Personalized Reconstruction of Reviews. - Zunfu Huang; Bo Wang 011; Hongtao Liu; Qinxue Jiang; Naixue Xiong; Yuexian Hou (CollaborateCom (1), 2021)

Mining Latent Semantic Correlation inspired by Quantum Entanglement. - Zan Li; Yuexian Hou; Tingsan Pan; Tian Tian; Yingjie Gao (CSAI, 2021)

CRFR: Improving Conversational Recommender Systems via Flexible Fragments Reasoning on Knowledge Graphs. - Jinfeng Zhou; Bo Wang 011; Ruifang He; Yuexian Hou (EMNLP (1), 2021)

Socializing in Interference: Quantum-Inspired Topic Model with Crystal-Like Structure Grid for Microblog Topic Detection. - Tian Tian; Yuexian Hou; Zan Li; Tingsan Pan; Yingjie Gao (ICONIP (5), 2021)

LoCo-VAE: Modeling Short-Term Preference as Joint Effect of Long-Term Preference and Context-Aware Impact in Recommendation. - Jianping Liu; Bo Wang 011; Ruifang He; Bin Wu; Shuo Zhang; Yuexian Hou; Qinxue Jiang (PRICAI (2), 2021)

Social Recommendation with Implicit Social Influence. - Changhao Song; Bo Wang 011; Qinxue Jiang; Yehua Zhang; Ruifang He; Yuexian Hou (SIGIR, 2021)

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

TopKG: Target-oriented Dialog via Global Planning on Knowledge Graph. - Zhitong Yang; Bo Wang 011; Jinfeng Zhou; Yue Tan; Dongming Zhao; Kun Huang; Ruifang He; Yuexian Hou (COLING, 2022)

CR-GIS: Improving Conversational Recommendation via Goal-aware Interest Sequence Modeling. - Jinfeng Zhou; Bo Wang 011; Zhitong Yang; Dongming Zhao; Kun Huang; Ruifang He; Yuexian Hou (COLING, 2022)

Aligning Recommendation and Conversation via Dual Imitation. - Jinfeng Zhou; Bo Wang 011; Minlie Huang; Dongming Zhao; Kun Huang; Ruifang He; Yuexian Hou (EMNLP, 2022)

An Enhanced Quantum-inspired Neural Network for Complex-valued Text Representation Learning. - Zan Li; Yuexian Hou; Tian Tian; Tingsan Pan (IJCNN, 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)

MTGP: Multi-turn Target-oriented Dialogue Guided by Generative Global Path with Flexible Turns. - Anqi Liu; Bo Wang 011; Yue Tan; Dongming Zhao; Kun Huang; Ruifang He; Yuexian Hou (ACL (Findings), 2023)

Guiding Dialogue Agents to Complex Semantic Targets by Dynamically Completing Knowledge Graph. - Yue Tan; Bo Wang 011; Anqi Liu; Dongming Zhao; Kun Huang; Ruifang He; Yuexian Hou (ACL (Findings), 2023)

Enhancing Personalized Dialogue Generation with Contrastive Latent Variables: Combining Sparse and Dense Persona. - Yihong Tang; Bo Wang 011; Miao Fang; Dongming Zhao; Kun Huang; Ruifang He; Yuexian Hou (ACL (1), 2023)

Causal Intervention for Mitigating Name Bias in Machine Reading Comprehension. - Jiazheng Zhu; Shaojuan Wu; Xiaowang Zhang; Yuexian Hou; Zhiyong Feng 002 (ACL (Findings), 2023)

Think Twice: A Human-like Two-stage Conversational Agent for Emotional Response Generation. - Yushan Qian; Bo Wang; Shangzhao Ma; Bin Wu; Shuo Zhang; Dongming Zhao; Kun Huang; Yuexian Hou (AAMAS, 2023)

CECR: Collaborative Semantic Reasoning on the Cloud and Edge. - Lei Sun; Tenglong Ren; Xiaowang Zhang; Zhiyong Feng 002; Yuexian Hou (DASFAA (Workshops), 2023)

Causal MRC: Mitigating Position Bias Based on Causal Graph. - Jiazheng Zhu; Linjuan Wu; Shaojuan Wu; Xiaowang Zhang; Yuexian Hou; Zhiyong Feng 002 (DASFAA (Workshops), 2023)

Mining Effective Features Using Quantum Entropy for Humor Recognition. - Yang Liu; Yuexian Hou (EACL (Findings), 2023)

Grafting Fine-Tuning and Reinforcement Learning for Empathetic Emotion Elicitation in Dialog Generation. - Ying Zhu; Bo Wang 011; Dongming Zhao; Kun Huang; Zhuoxuan Jiang; Ruifang He; Yuexian Hou (ECAI, 2023)

Syntax-Aware Complex-Valued Neural Machine Translation. - Yang Liu; Yuexian Hou (ICANN (5), 2023)

Empathetic Response Generation via Emotion Cause Transition Graph. - Yushan Qian; Bo Wang; Ting-En Lin; Yinhe Zheng; Ying Zhu; Dongming Zhao; Yuexian Hou; Yuchuan Wu; Yongbin Li (ICASSP, 2023)

User Multi-preferences Fusion for Conversational Recommender Systems. - Yi Zhang; Dongming Zhao; Bo Wang 011; Kun Huang; Ruifang He; Yuexian Hou (ICONIP (10), 2023)

Multi-interest Recommendation on Shopping for Others. - Shuang Li; Yaokun Liu; Xiaowang Zhang; Yuexian Hou; Zhiyong Feng 002 (WWW (Companion Volume), 2023)

Mining Effective Features Using Quantum Entropy for Humor Recognition. - Yang Liu 007; Yuexian Hou (CoRR, 2023)

Mind vs. Mouth: On Measuring Re-judge Inconsistency of Social Bias in Large Language Models. - Yachao Zhao; Bo Wang 011; Dongming Zhao; Kun Huang; Yan Wang 059; Ruifang He; Yuexian Hou (CoRR, 2023)

Emotion Recognition in Conversation via Dynamic Personality. - Yan Wang 059; Bo Wang 011; Yachao Zhao; Dongming Zhao; Xiaojia Jin; Jijun Zhang; Ruifang He; Yuexian Hou (LREC/COLING, 2024)

LA-UCL: LLM-Augmented Unsupervised Contrastive Learning Framework for Few-Shot Text Classification. - Jing Zhang; Hui Gao; Peng Zhang; Boda Feng; Wenmin Deng; Yuexian Hou (LREC/COLING, 2024)

A Comparative Study of Explicit and Implicit Gender Biases in Large Language Models via Self-evaluation. - Yachao Zhao; Bo Wang 011; Yan Wang 059; Dongming Zhao; Xiaojia Jin; Jijun Zhang; Ruifang He; Yuexian Hou (LREC/COLING, 2024)

MORPHEUS: Modeling Role from Personalized Dialogue History by Exploring and Utilizing Latent Space. - Yihong Tang; Bo Wang; Dongming Zhao; Jinxiaojia Jinxiaojia; Zhangjijun Zhangjijun; Ruifang He; Yuexian Hou (EMNLP, 2024)

MORPHEUS: Modeling Role from Personalized Dialogue History by Exploring and Utilizing Latent Space. - Yihong Tang; Bo Wang 011; Dongming Zhao; Xiaojia Jin; Jijun Zhang; Ruifang He; Yuexian Hou (CoRR, 2024)

RoleBreak: Character Hallucination as a Jailbreak Attack in Role-Playing Systems. - Yihong Tang; Bo Wang; Xu Wang; Dongming Zhao; Jing Liu; Jijun Zhang; Ruifang He; Yuexian Hou (CoRR, 2024)

Do LLMs Have the Generalization Ability in Conducting Causal Inference? - Chen Wang; Dongming Zhao; Bo Wang 011; Ruifang He; Yuexian Hou (CoRR, 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)

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)

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

High-level preferences as positive examples in contrastive learning for multi-interest sequential recommendation. - Zizhong Zhu; Shuang Li; Yaokun Liu; Xiaowang Zhang; Zhiyong Feng 002; Yuexian Hou (World Wide Web (WWW), 2024)

Label-Based Disentanglement Measure among Hidden Units of Deep Learning. - Chenguang Zhang; Yuexian Hou; Dawei Song (Neural Process. Lett., 2024)

Dynamic Personality in LLM Agents: A Framework for Evolutionary Modeling and Behavioral Analysis in the Prisoner's Dilemma. - Weiqi Zeng; Bo Wang; Dongming Zhao; Zongfeng Qu; Ruifang He; Yuexian Hou; Qinghua Hu (ACL (Findings), 2025)

Explicit vs. Implicit: Investigating Social Bias in Large Language Models through Self-Reflection. - Yachao Zhao; Bo Wang 011; Yan Wang 059; Dongming Zhao; Ruifang He; Yuexian Hou (ACL (Findings), 2025)

RoleBreak: Character Hallucination as a Jailbreak Attack in Role-Playing Systems. - Yihong Tang; Bo Wang; Xu Wang; Dongming Zhao; Jing Liu; Ruifang He; Yuexian Hou (COLING, 2025)

ECC: Synergizing Emotion, Cause and Commonsense for Empathetic Dialogue Generation. - Xu Wang; Bo Wang; Yihong Tang; Dongming Zhao; Jing Liu; Ruifang He; Yuexian Hou (COLING, 2025)

GeneralCI: Do LLMs Have the Generalization Ability in Conducting Causal Inference? - Chen Wang; Dongming Zhao; Bo Wang 011; Ruifang He; Yuexian Hou (ICIC (24), 2025)

Balancing Precision and Generalization: Dynamic Instruction Generation for Model Adaptive Zero-Shot Reasoning in LLMs. - Ruihan Zhu; Bo Wang 011; Dongming Zhao; Jing Liu 001; Ruifang He; Yuexian Hou (SIGIR, 2025)

LFQAP: A Lightweight and Flexible Quantum Artificial Intelligence Application Platform. - Xin Zhang; Xiaoyu Li; Yuexian Hou (Quantum Eng., 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)