Huanhuan Chen

200 papers A* 23A 6B 12C 1Misc 2Journal 141Unranked 13
YearRankTypeTitle / Venue / Authors
2026 A* conf
Counterfactual-Driven Zero-Shot Classifier Expansion.
AAAI
Xiangyu Wang, Yanze Gao, Changxin Rong, Lyuzhou Chen, Derui Lyu, Xiren Zhou, Taiyu Ban, Huanhuan Chen
2026 A* conf
Fault Diagnosis of Irregular Sequences by Adjoint Learning in Continuous-Time Model Space.
AAAI
Xiren Zhou, Chuyang Wei, Ao Chen, Shikang Liu, Xiangyu Wang, Huanhuan Chen
2026 J jnl
MOPCGRL: Multi-Objective Procedural Content Generation via Reinforcement Learning.
Complex Syst. Model. Simul.
Yi Yuan, Qingquan Zhang, Bo Yuan, Matthew Barthet, Ahmed Khalifa, Georgios N. Yannakakis, Huanhuan Chen, Jialin Liu
2026 A* conf
SVGL: Scale-Variable Graph Learning in Model Space for Multivariate Time Series Classification.
AAAI
Shikang Liu, Ziyu Tang, Xiren Zhou, Huanhuan Chen
2025 J jnl
Active differentiable structure learning for clinical causal discovery.
Knowl. Based Syst.
Zhenchao Tao, Yanze Gao, Yijia Sun, Qiang Tu, Fei Gao, Lyuzhou Chen, Wei Wang, Huanhuan Chen
2025 J jnl
Anomaly Detection in Multi-Level Model Space.
IEEE Trans. Big Data
Ao Chen, Xiren Zhou, Yizhan Fan, Huanhuan Chen
2025 J jnl
Causal Variational Inference for Deconfounded Multi-Behavior Recommendation.
ACM Trans. Inf. Syst.
Yuzhe Chen, Jie Cao, Youquan Wang, Jia Wu, Huanhuan Chen, Guandong Xu
2025 — conf
Characterizing Trainability, Expressivity and Generalization of Neural Architecture with Metrics from Neural Tangent Kernel.
ICANN (1)
Xinyu Chen, Jinlong Li, Faiza Amin, Huanhuan Chen
2025 A conf
Continuous Structure Constraint Integration for Robust Causal Discovery.
AISTATS
Lyuzhou Chen, Taiyu Ban, Derui Lyu, Yijia Sun, Kangtao Hu, Xiangyu Wang, Huanhuan Chen
2025 A* conf
Differentiable Structure Learning with Ancestral Constraints.
ICML
Taiyu Ban, Changxin Rong, Xiangyu Wang, Lyuzhou Chen, Xin Wang, Derui Lyu, Qinrui Zhu, Huanhuan Chen
2025 A* conf
Efficient Anomaly Detection of Irregular Sequences in Ct-Echo Model Space.
AAAI
Ao Chen, Xiren Zhou, Huanhuan Chen
2025 A* conf
Enhancing Counterfactual Estimation: A Focus on Temporal Treatments.
IJCAI
Xin Wang, Shengfei Lyu, Kangyang Luo, Lishan Yang, Huanhuan Chen, Chunyan Miao
2025 A* conf
Expanding the Category of Classifiers with LLM Supervision.
IJCAI
Derui Lyu, Xiangyu Wang, Taiyu Ban, Lyuzhou Chen, Xiren Zhou, Huanhuan Chen
2025 A* conf
Fault Diagnosis in REDNet Model Space.
IJCAI
Xiren Zhou, Ziyu Tang, Shikang Liu, Ao Chen, Xiangyu Wang, Huanhuan Chen
2025 J jnl
From overfitting to robustness: Quantity, quality, and variety oriented negative sample selection in graph contrastive learning.
Appl. Soft Comput.
Adnan Ali, Jinlong Li, Huanhuan Chen, Ali Kashif Bashir
2025 B conf
Generation-Augmented and Embedding Fusion in Document-Level Event Argument Extraction.
COLING
Xingjian Lin, Shengfei Lyu, Xin Wang, Qiuju Chen, Huanhuan Chen
2025 J jnl
Harnessing the Power of Knowledge Graphs to Improve Causal Discovery.
IEEE Trans. Emerg. Top. Comput. Intell.
Taiyu Ban, Xiangyu Wang, Lyuzhou Chen, Derui Lyu, Xi Fan, Huanhuan Chen
2025 Misc conf
Inside and Inside: Efficient Anomaly Detection by Fully Capturing the Detailed Dynamics.
ICASSP
Ziyu Tang, Xiren Zhou, Ao Chen, Shikang Liu, Chuyang Wei, Huanhuan Chen
2025 — conf
Instruction Tuning with Data Augmentation for Event Argument Extraction.
ICIC (23)
Chengfei Wang, Xiangyu Wang, Huanhuan Chen
2025 J jnl
Integrating Large Language Model for Improved Causal Discovery.
IEEE Trans. Artif. Intell.
Taiyu Ban, Lyuzhou Chen, Derui Lyu, Xiangyu Wang, Qinrui Zhu, Qiang Tu, Huanhuan Chen
2025 J jnl
Investigating the Effective Dynamic Information of Spectral Shapes for Audio Classification.
IEEE Trans. Multim.
Liangwei Chen, Xiren Zhou, Qiuju Chen, Fang Xiong, Huanhuan Chen
2025 J jnl
LLM-Driven Causal Discovery via Harmonized Prior.
IEEE Trans. Knowl. Data Eng.
Taiyu Ban, Lyuzhou Chen, Derui Lyu, Xiangyu Wang, Qinrui Zhu, Huanhuan Chen
2025 J jnl
Large-Scale Hierarchical Causal Discovery via Weak Prior Knowledge.
IEEE Trans. Knowl. Data Eng.
Xiangyu Wang, Taiyu Ban, Lyuzhou Chen, Derui Lyu, Qinrui Zhu, Huanhuan Chen
2025 Misc conf
Learning in the Model Space: Fault Diagnosis by Co-objective Learning in DynInt Model Space.
ICASSP
Ziyu Tang, Xiren Zhou, Shikang Liu, Chuyang Wei, Ao Chen, Huanhuan Chen
2025 J jnl
MinoRare: Handling Rare Minority Instances in Imbalanced and Drifting Data Streams Through Adaptive Instance Weighting Scheme.
IEEE Trans. Big Data
Hina Farooq, Muhammad Usman, Huanhuan Chen
2025 J jnl
Mitigating Prior Errors in Causal Structure Learning: A Resilient Approach via Bayesian Networks.
IEEE Trans. Pattern Anal. Mach. Intell.
Lyuzhou Chen, Taiyu Ban, Xiangyu Wang, Derui Lyu, Huanhuan Chen
2025 J jnl
Multiscale Temporal Dynamic Learning for Time Series Classification.
IEEE Trans. Knowl. Data Eng.
Shikang Liu, Xiren Zhou, Huanhuan Chen
2025 J jnl
Reinforcement Learning-Based Nonautoregressive Solver for Traveling Salesman Problems.
IEEE Trans. Neural Networks Learn. Syst.
Yubin Xiao, Di Wang, Boyang Li, Huanhuan Chen, Wei Pang, Xuan Wu, Hao Li, Dong Xu, Yanchun Liang, You Zhou
2025 — conf
Report Friendly: An Interface Design for an LLM-Empowered ESG Report Generation System.
HCI (56)
Xinjia Yu, Xin Zhou, Shengfei Lyu, Xiaoqiao Wang, Huanhuan Chen, Chunyan Miao
2025 J jnl
Reservoir-enhanced Segment Anything Model for Subsurface Diagnosis.
CoRR
Xiren Zhou, Shikang Liu, Xinyu Yan, Yizhan Fan, Xiangyu Wang, Yu Kang, Jiancheng Lv, Huanhuan Chen
2025 A* conf
Spectral-Aware Reservoir Computing for Fast and Accurate Time Series Classification.
ICML
Shikang Liu, Chuyang Wei, Xiren Zhou, Huanhuan Chen
2025 A* conf
Underground Diagnosis in 3D GPR Data by Learning in CuCoRes Model Space.
IJCAI
Xiren Zhou, Shikang Liu, Xinyu Yan, Xiangyu Wang, Huanhuan Chen
2025 A* conf
Variational Counterfactual Intervention Planning to Achieve Target Outcomes.
ICML
Xin Wang, Shengfei Lyu, Chi Luo, Xiren Zhou, Huanhuan Chen
2024 A* conf
A Dual-module Framework for Counterfactual Estimation over Time.
ICML
Xin Wang, Shengfei Lyu, Lishan Yang, Yibing Zhan, Huanhuan Chen
2024 J jnl
A Survey on Reinforcement Learning for Recommender Systems.
IEEE Trans. Neural Networks Learn. Syst.
Yuanguo Lin, Yong Liu, Fan Lin, Lixin Zou, Pengcheng Wu, Wenhua Zeng, Huanhuan Chen, Chunyan Miao
2024 A* conf
Audio Scanning Network: Bridging Time and Frequency Domains for Audio Classification.
AAAI
Liangwei Chen, Xiren Zhou, Huanhuan Chen
2024 J jnl
Bin.INI: An ensemble approach for dynamic data streams.
Expert Syst. Appl.
Muhammad Usman, Huanhuan Chen
2024 C conf
Constructing a Knowledge-Guided Mental Health Chatbot with LLMs.
ACML
Xi Fan, Lishan Yang, Xiangyu Wang, Derui Lyu, Huanhuan Chen
2024 J jnl
Converse Attention Knowledge Transfer for Low-Resource Named Entity Recognition.
Int. J. Crowd Sci.
Shengfei Lyu, Linghao Sun, Huixiong Yi, Yong Liu, Huanhuan Chen, Chunyan Miao
2024 J jnl
Decentralised Knowledge Graph Evolution via Blockchain.
IEEE Trans. Serv. Comput.
Xiangyu Wang, Taiyu Ban, Lyuzhou Chen, Muhammad Usman, Yifeng Guan, Derui Lyu, Jian Cheng, Huanhuan Chen, Cyril Leung, Chunyan Miao
2024 A* conf
Differentiable Structure Learning with Partial Orders.
NeurIPS
Taiyu Ban, Lyuzhou Chen, Xiangyu Wang, Xin Wang, Derui Lyu, Huanhuan Chen
2024 B conf
DualStyle3D: Real-time Exemplar-based Artistic Portrait View Synthesis Based on Radiance Field.
ICMR
Runlai Hao, Jinlong Li, Qiuju Chen, Huanhuan Chen
2024 J jnl
Enhanced Anomaly Detection in GPR Data by Combining Spatial and Dynamic Information.
IEEE Trans. Geosci. Remote. Sens.
Chuyang Wei, Xiren Zhou, Shikang Liu, Huanhuan Chen
2024 J jnl
Enhanced Change Detection in Unregistered Images With CNNs and Attention GANs.
IEEE Geosci. Remote. Sens. Lett.
Jinpeng Du, Xiren Zhou, Huanhuan Chen
2024 A conf
Enhancing Speech and Music Discrimination Through the Integration of Static and Dynamic Features.
INTERSPEECH
Liangwei Chen, Xiren Zhou, Qiang Tu, Huanhuan Chen
2024 J jnl
From Data to D3 Model: Adaptive Subsurface Anomaly Detection in GPR Data.
IEEE Trans. Geosci. Remote. Sens.
Shikang Liu, Xiren Zhou, Huanhuan Chen
2024 J jnl
From Overfitting to Robustness: Quantity, Quality, and Variety Oriented Negative Sample Selection in Graph Contrastive Learning.
CoRR
Adnan Ali, Jinlong Li, Huanhuan Chen, Ali Kashif Bashir
2024 J jnl
Heterogeneous data augmentation in graph contrastive learning for effective negative samples.
Comput. Electr. Eng.
Adnan Ali, Jinlong Li, Huanhuan Chen
2024 J jnl
Intensive Class Imbalance Learning in Drifting Data Streams.
IEEE Trans. Emerg. Top. Comput. Intell.
Muhammad Usman, Huanhuan Chen
2024 J jnl
Iterative Polygon Deformation for Building Extraction.
IEEE Trans. Geosci. Remote. Sens.
Yunhui Zhu, Buliao Huang, Yizhan Fan, Muhammad Usman, Huanhuan Chen
2024 J jnl
Knowledge Verification From Data.
IEEE Trans. Neural Networks Learn. Syst.
Xiangyu Wang, Taiyu Ban, Lyuzhou Chen, Xingyu Wu, Derui Lyu, Huanhuan Chen
2024 A* conf
Learning in CubeRes Model Space for Anomaly Detection in 3D GPR Data.
IJCAI
Xiren Zhou, Shikang Liu, Ao Chen, Huanhuan Chen
2024 J jnl
Leveraging Multisource Label Learning for Underground Object Recognition.
IEEE Trans. Geosci. Remote. Sens.
Derui Lyu, Lyuzhou Chen, Taiyu Ban, Xiangyu Wang, Qinrui Zhu, Xiren Zhou, Huanhuan Chen
2024 J jnl
MTMT: Consolidating Multiple Thinking Modes to Form a Thought Tree for Strengthening LLM.
CoRR
Changcheng Li, Xiangyu Wang, Qiuju Chen, Xiren Zhou, Huanhuan Chen
2024 B conf
Multi-Model Consistency for LLMs' Evaluation.
IJCNN
Qinrui Zhu, Derui Lyu, Xi Fan, Xiangyu Wang, Qiang Tu, Yibin Zhan, Huanhuan Chen
2024 J jnl
Neural Architecture Search for Text Classification With Limited Computing Resources Using Efficient Cartesian Genetic Programming.
IEEE Trans. Evol. Comput.
Xuan Wu, Di Wang, Huanhuan Chen, Lele Yan, Yubin Xiao, Chunyan Miao, Hongwei Ge, Dong Xu, Yanchun Liang, Kangping Wang, Chunguo Wu, You Zhou
2024 J jnl
Overcoming Catastrophic Forgetting in Continual Learning by Exploring Eigenvalues of Hessian Matrix.
IEEE Trans. Neural Networks Learn. Syst.
Yajing Kong, Liu Liu, Huanhuan Chen, Janusz Kacprzyk, Dacheng Tao
2024 J jnl
Quality Evaluation of Triples in Knowledge Graph by Incorporating Internal With External Consistency.
IEEE Trans. Neural Networks Learn. Syst.
Taiyu Ban, Xiangyu Wang, Lyuzhou Chen, Xingyu Wu, Qiuju Chen, Huanhuan Chen
2024 J jnl
Research Ideas Discovery via Hierarchical Negative Correlation.
IEEE Trans. Neural Networks Learn. Syst.
Lyuzhou Chen, Xiangyu Wang, Taiyu Ban, Muhammad Usman, Shikang Liu, Derui Lyu, Huanhuan Chen
2024 J jnl
Self-Attention Over Tree for Relation Extraction With Data-Efficiency and Computational Efficiency.
IEEE Trans. Emerg. Top. Comput. Intell.
Shengfei Lyu, Xiren Zhou, Xingyu Wu, Qiuju Chen, Huanhuan Chen
2024 J jnl
Semi-Supervised Multiview Feature Selection With Adaptive Graph Learning.
IEEE Trans. Neural Networks Learn. Syst.
Bingbing Jiang, Xingyu Wu, Xiren Zhou, Yi Liu, Anthony G. Cohn, Weiguo Sheng, Huanhuan Chen
2024 J jnl
Underground Diagnosis Based on GPR and Learning in the Model Space.
IEEE Trans. Pattern Anal. Mach. Intell.
Ao Chen, Xiren Zhou, Yizhan Fan, Huanhuan Chen
2023 J jnl
A Background Knowledge Revising and Incorporating Dialogue Model.
IEEE Trans. Neural Networks Learn. Syst.
Xinyan Zhao, Xiao Feng, Huanhuan Chen
2023 J jnl
A Systematic Survey of Regularization and Normalization in GANs.
ACM Comput. Surv.
Ziqiang Li, Muhammad Usman, Rentuo Tao, Pengfei Xia, Chaoyue Wang, Huanhuan Chen, Bin Li
2023 J jnl
A Weighted Heterogeneous Graph-Based Dialog System.
IEEE Trans. Neural Networks Learn. Syst.
Xinyan Zhao, Liangwei Chen, Huanhuan Chen
2023 J jnl
A distribution-based representation of Knowledge Quality.
Knowl. Based Syst.
Xiangyu Wang, Taiyu Ban, Lyuzhou Chen, Muhammad Usman, Tianhao Wu, Qiuju Chen, Huanhuan Chen
2023 J jnl
Accurate Label Refinement From Multiannotator of Remote Sensing Data.
IEEE Trans. Geosci. Remote. Sens.
Xiangyu Wang, Lyuzhou Chen, Taiyu Ban, Derui Lyu, Yifeng Guan, Xingyu Wu, Xiren Zhou, Huanhuan Chen
2023 — conf
Adaptive Nonlinear Dimensionality Reduction with a Local Metric.
SoICT
Jun Yao, Huanhuan Chen
2023 J jnl
Brain-Inspired Search Engine Assistant Based on Knowledge Graph.
IEEE Trans. Neural Networks Learn. Syst.
Xuejiao Zhao, Huanhuan Chen, Zhenchang Xing, Chunyan Miao
2023 J jnl
Causal Structure Learning Supervised by Large Language Model.
CoRR
Taiyu Ban, Lyuzhou Chen, Derui Lyu, Xiangyu Wang, Huanhuan Chen
2023 J jnl
Feature Selection in the Data Stream Based on Incremental Markov Boundary Learning.
IEEE Trans. Neural Networks Learn. Syst.
Xingyu Wu, Bingbing Jiang, Xiangyu Wang, Taiyu Ban, Huanhuan Chen
2023 J jnl
From Query Tools to Causal Architects: Harnessing Large Language Models for Advanced Causal Discovery from Data.
CoRR
Taiyu Ban, Lyuzhou Chen, Xiangyu Wang, Huanhuan Chen
2023 J jnl
Graph Neural Networks for Missing Value Classification in a Task-Driven Metric Space.
IEEE Trans. Knowl. Data Eng.
Buliao Huang, Yunhui Zhu, Muhammad Usman, Xiren Zhou, Huanhuan Chen
2023 J jnl
HealthNet: A Health Progression Network via Heterogeneous Medical Information Fusion.
IEEE Trans. Neural Networks Learn. Syst.
Fuqiang Yu, Lizhen Cui, Huanhuan Chen, Yiming Cao, Ning Liu, Weiming Huang, Yonghui Xu, Hua Lu
2023 J jnl
Mitigating Prior Errors in Causal Structure Learning: Towards LLM driven Prior Knowledge.
CoRR
Lyuzhou Chen, Taiyu Ban, Xiangyu Wang, Derui Lyu, Huanhuan Chen
2023 J jnl
Multi-Target Markov Boundary Discovery: Theory, Algorithm, and Application.
IEEE Trans. Pattern Anal. Mach. Intell.
Xingyu Wu, Bingbing Jiang, Yan Zhong, Huanhuan Chen
2023 J jnl
Multicomponent Adversarial Domain Adaptation: A General Framework.
IEEE Trans. Neural Networks Learn. Syst.
Chang'an Yi, Haotian Chen, Yonghui Xu, Huanhuan Chen, Yong Liu, Haishu Tan, Yuguang Yan, Han Yu
2023 A* conf
Practical Markov Boundary Learning without Strong Assumptions.
AAAI
Xingyu Wu, Bingbing Jiang, Tianhao Wu, Huanhuan Chen
2023 J jnl
Real-Time Spammers Detection Based on Metadata Features with Machine Learning.
Intell. Autom. Soft Comput.
Adnan Ali, Jinlong Li, Huanhuan Chen, Uzair Aslam Bhatti, Asad Khan
2023 J jnl
Reinforcement Learning-based Non-Autoregressive Solver for Traveling Salesman Problems.
CoRR
Yubin Xiao, Di Wang, Huanhuan Chen, Boyang Li, Wei Pang, Xuan Wu, Hao Li, Dong Xu, Yanchun Liang, You Zhou
2023 J jnl
Semi-Supervised Graph Pattern Matching and Rematching for Expert Community Location.
ACM Trans. Knowl. Discov. Data
Lei Li, Mengjiao Yan, Zhenchao Tao, Huanhuan Chen, Xindong Wu
2023 J jnl
Temporal knowledge graph embedding via sparse transfer matrix.
Inf. Sci.
Xin Wang, Shengfei Lyu, Xiangyu Wang, Xingyu Wu, Huanhuan Chen
2023 J jnl
Three-way Preference Completion via Preference Graph.
ACM Trans. Knowl. Discov. Data
Lei Li, Zhiyuan Liu, Zan Zhang, Huanhuan Chen, Xindong Wu
2023 J jnl
Underground Anomaly Detection in GPR Data by Learning in the C3 Model Space.
IEEE Trans. Geosci. Remote. Sens.
Xiren Zhou, Shikang Liu, Ao Chen, Qiuju Chen, Fang Xiong, Yumin Wang, Huanhuan Chen
2023 J jnl
Underground Pipeline Mapping From Multipositional Data: Data Acquisition Platform and Pipeline Mapping Model.
IEEE Trans. Geosci. Remote. Sens.
Xiren Zhou, Ao Chen, Muhammad Usman, Qiuju Chen, Fang Xiong, Jibing Wu, Huanhuan Chen
2022 J jnl
Adaptive Polygon Generation Algorithm for Automatic Building Extraction.
IEEE Trans. Geosci. Remote. Sens.
Yunhui Zhu, Buliao Huang, Jian Gao, Enxing Huang, Huanhuan Chen
2022 J jnl
An Underground Pipeline Mapping Method Based on Fusion of Multisource Data.
IEEE Trans. Geosci. Remote. Sens.
Xiren Zhou, Qiuju Chen, Bingbing Jiang, Huanhuan Chen
2022 J jnl
Auxiliary Learning for Relation Extraction.
IEEE Trans. Emerg. Top. Comput. Intell.
Shengfei Lyu, Jin Cheng, Xingyu Wu, Lizhen Cui, Huanhuan Chen, Chunyan Miao
2022 J jnl
Certainty-based Preference Completion.
Data Intell.
Lei Li, Minghe Xue, Zan Zhang, Huanhuan Chen, Xindong Wu
2022 — conf
Conditional Inpainting Generative Flow.
SSCI
Buliao Huang, Yunhui Zhu, Xiren Zhou, Huanhuan Chen
2022 J jnl
Contextual-Aware Information Extractor with Adaptive Objective for Chinese Medical Dialogues.
ACM Trans. Asian Low Resour. Lang. Inf. Process.
Gangqiang Hu, Shengfei Lyu, Xingyu Wu, Jinlong Li, Huanhuan Chen
2022 J jnl
Do Models Learn the Directionality of Relations? A New Evaluation: Relation Direction Recognition.
IEEE Trans. Emerg. Top. Comput. Intell.
Shengfei Lyu, Xingyu Wu, Jinlong Li, Qiuju Chen, Huanhuan Chen
2022 J jnl
Domain knowledge-enhanced variable selection for biomedical data analysis.
Inf. Sci.
Xingyu Wu, Zhenchao Tao, Bingbing Jiang, Tianhao Wu, Xin Wang, Huanhuan Chen
2022 J jnl
Dynamic Link Prediction for Discovery of New Impactful COVID-19 Research Approaches.
IEEE J. Biomed. Health Informatics
Xiangyu Wang, Yuan Li, Taiyu Ban, Jiarun Zhu, Lyuzhou Chen, Muhammad Usman, Xin Wang, Huanhuan Chen, Xiaomei Chen, Cyril Leung, Chunyan Miao
2022 J jnl
Ellipse Inversion Model for Estimating the Orientation and Radius of Pipes From GPR Image.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Xiren Zhou, Qiuju Chen, Shengfei Lyu, Huanhuan Chen
2022 J jnl
Estimating the Direction and Radius of Pipe from GPR Image by Ellipse Inversion Model.
CoRR
Xiren Zhou, Qiuju Chen, Shengfei Lyu, Huanhuan Chen
2022 J jnl
Frequent Pattern Mining in Big Social Graphs.
IEEE Trans. Emerg. Top. Comput. Intell.
Lei Li, Ping Ding, Huanhuan Chen, Xindong Wu
2022 A* conf
Generalization Bounds for Estimating Causal Effects of Continuous Treatments.
NeurIPS
Xin Wang, Shengfei Lyu, Xingyu Wu, Tianhao Wu, Huanhuan Chen
2022 J jnl
Guest Editorial Special Issue on Computational Intelligence for IoT-based Human Activity Recognition.
IEEE Trans. Emerg. Top. Comput. Intell.
Xiaoli Li, Huanhuan Chen, Thomas Ploetz, Min Wu, Zhenghua Chen
2022 J jnl
Guest Editorial Special Issue on Computational Intelligence in Big Graph Data Management.
IEEE Trans. Emerg. Top. Comput. Intell.
Guanfeng Liu, An Liu, Qing Li, Huanhuan Chen, Deepak Puthal
2022 J jnl
Improving the Anomaly Detection in GPR Images by Fine-Tuning CNNs with Synthetic Data.
CoRR
Xiren Zhou, Shikang Liu, Ao Chen, Yizhan Fan, Huanhuan Chen
2022 — conf
Level-wise Dynamic Label Assignment for Oriented Object Detection.
SSCI
Yunhui Zhu, Buliao Huang, Xiren Zhou, Huanhuan Chen
2022 J jnl
Link Prediction in Continuous-Time Dynamic Heterogeneous Graphs with Causality of Event Types.
Int. J. Crowd Sci.
Jiarun Zhu, Xingyu Wu, Muhammad Usman, Xiangyu Wang, Huanhuan Chen
2022 J jnl
Mapping the Buried Cable by Ground Penetrating Radar and Gaussian-Process Regression.
CoRR
Xiren Zhou, Qiuju Chen, Shengfei Lyu, Huanhuan Chen
2022 J jnl
Mapping the Buried Cable by Ground Penetrating Radar and Gaussian-Process Regression.
IEEE Trans. Geosci. Remote. Sens.
Xiren Zhou, Qiuju Chen, Shengfei Lyu, Huanhuan Chen
2022 A conf
Nonlinear Causal Discovery in Time Series.
CIKM
Tianhao Wu, Xingyu Wu, Xin Wang, Shikang Liu, Huanhuan Chen
2022 J jnl
Robust multi-view learning via adaptive regression.
Inf. Sci.
Bingbing Jiang, Junhao Xiang, Xingyu Wu, Yadi Wang, Huanhuan Chen, Weiwei Cao, Weiguo Sheng
2022 J jnl
Subarchitecture Ensemble Pruning in Neural Architecture Search.
IEEE Trans. Neural Networks Learn. Syst.
Yijun Bian, Qingquan Song, Mengnan Du, Jun Yao, Huanhuan Chen, Xia Hu
2022 J jnl
Temporal pattern mining from user-generated content.
Digit. Commun. Networks
Adnan Ali, Jinlong Li, Huanhuan Chen, Ali Kashif Bashir
2022 J jnl
Underground Diagnosis Based on GPR and Learning in the Model Space.
CoRR
Ao Chen, Xiren Zhou, Yizhan Fan, Huanhuan Chen
2022 J jnl
When Does Diversity Help Generalization in Classification Ensembles?
IEEE Trans. Cybern.
Yijun Bian, Huanhuan Chen
2021 J jnl
A New Many-Objective Evolutionary Algorithm Based on Determinantal Point Processes.
IEEE Trans. Evol. Comput.
Peng Zhang, Jinlong Li, Tengfei Li, Huanhuan Chen
2021 J jnl
Analysis of Evolutionary Algorithms on Fitness Function With Time-Linkage Property.
IEEE Trans. Evol. Comput.
Weijie Zheng, Huanhuan Chen, Xin Yao
2021 — conf
Analysis of evolutionary algorithms on fitness function with time-linkage property (hot-off-the-press track at GECCO 2021).
GECCO Companion
Weijie Zheng, Huanhuan Chen, Xin Yao
2021 J jnl
Attentive multi-task learning for group itinerary recommendation.
Knowl. Inf. Syst.
Lei Chen, Jie Cao, Huanhuan Chen, Weichao Liang, Haicheng Tao, Guixiang Zhu
2021 J jnl
Discriminative Learning in the Model Space for Symbolic Sequence Classification.
IEEE Trans. Emerg. Top. Comput. Intell.
Yaqiang Yao, Huanhuan Chen, Xin Yao
2021 J jnl
Do Models Learn the Directionality of Relations? A New Evaluation Task: Relation Direction Recognition.
CoRR
Shengfei Lyu, Xingyu Wu, Jinlong Li, Qiuju Chen, Huanhuan Chen
2021 B conf
Multi-Label Local-to-Global Feature Selection.
IJCNN
Yan Zhong, Xingyu Wu, Bingbing Jiang, Huanhuan Chen
2021 J jnl
Multiple Kernel k-Means Clustering by Selecting Representative Kernels.
IEEE Trans. Neural Networks Learn. Syst.
Yaqiang Yao, Yang Li, Bingbing Jiang, Huanhuan Chen
2021 J jnl
Proximity-based group formation game model for community detection in social network.
Knowl. Based Syst.
Yuyao Wang, Jie Cao, Zhan Bu, Jiuchuan Jiang, Huanhuan Chen
2021 J jnl
Separation and recovery Markov boundary discovery and its application in EEG-based emotion recognition.
Inf. Sci.
Xingyu Wu, Bingbing Jiang, Kui Yu, Huanhuan Chen
2021 J jnl
Short isometric shapelet transform for binary time series classification.
Knowl. Inf. Syst.
Weibo Shu, Yaqiang Yao, Shengfei Lyu, Jinlong Li, Huanhuan Chen
2021 J jnl
Symbolic Sequence Classification in the Fractal Space.
IEEE Trans. Emerg. Top. Comput. Intell.
Yang Li, Bingbing Jiang, Huanhuan Chen, Xin Yao
2021 J jnl
Unsupervised Change Detection in Satellite Images With Generative Adversarial Network.
IEEE Trans. Geosci. Remote. Sens.
Caijun Ren, Xiangyu Wang, Jian Gao, Xiren Zhou, Huanhuan Chen
2021 J jnl
When Non-Elitism Meets Time-Linkage Problems.
CoRR
Weijie Zheng, Qiaozhi Zhang, Huanhuan Chen, Xin Yao
2021 A conf
When non-elitism meets time-linkage problems.
GECCO
Weijie Zheng, Qiaozhi Zhang, Huanhuan Chen, Xin Yao
2020 J jnl
A New Many-Objective Evolutionary Algorithm Based on Determinantal Point Processes.
CoRR
Peng Zhang, Jinlong Li, Tengfei Li, Huanhuan Chen
2020 J jnl
Accurate Markov Boundary Discovery for Causal Feature Selection.
IEEE Trans. Cybern.
Xingyu Wu, Bingbing Jiang, Kui Yu, Chunyan Miao, Huanhuan Chen
2020 J jnl
Analysis of Evolutionary Algorithms on Fitness Function with Time-linkage Property.
CoRR
Weijie Zheng, Huanhuan Chen, Xin Yao
2020 B conf
BDANN: BERT-Based Domain Adaptation Neural Network for Multi-Modal Fake News Detection.
IJCNN
Tong Zhang, Di Wang, Huanhuan Chen, Zhiwei Zeng, Wei Guo, Chunyan Miao, Lizhen Cui
2020 J jnl
Brain-inspired Search Engine Assistant based on Knowledge Graph.
CoRR
Xuejiao Zhao, Huanhuan Chen, Zhenchang Xing, Chunyan Miao
2020 A* conf
Multi-Label Causal Feature Selection.
AAAI
Xingyu Wu, Bingbing Jiang, Kui Yu, Huanhuan Chen, Chunyan Miao
2020 J jnl
Multi-label Causal Variable Discovery: Learning Common Causal Variables and Label-specific Causal Variables.
CoRR
Xingyu Wu, Bingbing Jiang, Yan Zhong, Huanhuan Chen
2020 J jnl
Multi-objective redundancy hardening with optimal task mapping for independent tasks on multi-cores.
Soft Comput.
Bo Yuan, Bin Li, Huanhuan Chen, Zhigang Zeng, Xin Yao
2020 J jnl
Multiclass Probabilistic Classification Vector Machine.
IEEE Trans. Neural Networks Learn. Syst.
Shengfei Lyu, Xing Tian, Yang Li, Bingbing Jiang, Huanhuan Chen
2020 J jnl
Probabilistic Classification Vector Machine for Multi-Class Classification.
CoRR
Shengfei Lyu, Xing Tian, Yang Li, Bingbing Jiang, Huanhuan Chen
2020 A conf
Tolerant Markov Boundary Discovery for Feature Selection.
CIKM
Xingyu Wu, Bingbing Jiang, Yan Zhong, Huanhuan Chen
2020 J jnl
Toward Efficient Design Space Exploration for Fault-Tolerant Multiprocessor Systems.
IEEE Trans. Evol. Comput.
Bo Yuan, Huanhuan Chen, Xin Yao
2020 J jnl
Trustworthy Preference Completion in Social Choice.
CoRR
Lei Li, Minghe Xue, Huanhuan Chen, Xindong Wu
2020 J jnl
Underground Pipeline Mapping Based on Dirichlet Process Mixture Model.
IEEE Access
Qingyuan Wu, Xiren Zhou, Huanhuan Chen
2020 J jnl
Unsupervised Change Detection in Satellite Images with Generative Adversarial Network.
CoRR
Caijun Ren, Xiangyu Wang, Jian Gao, Huanhuan Chen
2020 J jnl
Weighted partial order oriented three-way decisions under score-based common voting rules.
Int. J. Approx. Reason.
Lei Li, Xindong Wu, Huanhuan Chen, Chuan Zhou, Guanfeng Liu, Yongkang Jiang
2019 J jnl
A Cable-Mapping Algorithm Based on Ground-Penetrating Radar.
IEEE Geosci. Remote. Sens. Lett.
Guiping Jiang, Xiren Zhou, Jinlong Li, Huanhuan Chen
2019 J jnl
Efficient Detection of Buried Plastic Pipes by Combining GPR and Electric Field Methods.
IEEE Trans. Geosci. Remote. Sens.
Xiren Zhou, Huanhuan Chen, Tong Hao
2019 A* conf
Joint Semi-Supervised Feature Selection and Classification through Bayesian Approach.
AAAI
Bingbing Jiang, Xingyu Wu, Kui Yu, Huanhuan Chen
2019 J jnl
Markov Boundary-Based Outlier Mining.
IEEE Trans. Neural Networks Learn. Syst.
Kui Yu, Huanhuan Chen
2019 J jnl
Multiobjective Learning in the Model Space for Time Series Classification.
IEEE Trans. Cybern.
Zhichen Gong, Huanhuan Chen, Bo Yuan, Xin Yao
2019 J jnl
Probabilistic Feature Selection and Classification Vector Machine.
ACM Trans. Knowl. Discov. Data
Bingbing Jiang, Chang Li, Maarten de Rijke, Xin Yao, Huanhuan Chen
2019 J jnl
Probabilistic Mixture Model for Mapping the Underground Pipes.
ACM Trans. Knowl. Discov. Data
Xiren Zhou, Huanhuan Chen, Jinlong Li
2019 A* conf
Robust Task Grouping with Representative Tasks for Clustered Multi-Task Learning.
KDD
Yaqiang Yao, Jie Cao, Huanhuan Chen
2019 J jnl
Short Sequence Classification Through Discriminable Linear Dynamical System.
IEEE Trans. Neural Networks Learn. Syst.
Yang Li, Junyuan Hong, Huanhuan Chen
2019 J jnl
Sub-Architecture Ensemble Pruning in Neural Architecture Search.
CoRR
Yijun Bian, Qingquan Song, Mengnan Du, Jun Yao, Huanhuan Chen, Xia Hu
2019 J jnl
Variant Grassmann Manifolds: A Representation Augmentation Method for Action Recognition.
ACM Trans. Knowl. Discov. Data
Junyuan Hong, Yang Li, Huanhuan Chen
2018 — ed.
2018 IEEE International Conference on Big Knowledge, ICBK 2018, Singapore, November 17-18, 2018
ICBK
Xindong Wu, Yew-Soon Ong, Charu C. Aggarwal, Huanhuan Chen
2018 J jnl
An Automatic GPR B-Scan Image Interpreting Model.
IEEE Trans. Geosci. Remote. Sens.
Xiren Zhou, Huanhuan Chen, Jinlong Li
2018 J jnl
Efficient Cluster-Based Boosting for Semisupervised Classification.
IEEE Trans. Neural Networks Learn. Syst.
Rodrigo G. F. Soares, Huanhuan Chen, Xin Yao
2018 J jnl
Human Activity Recognition with Posture Tendency Descriptors on Action Snippets.
IEEE Trans. Big Data
Yaqiang Yao, Yan Liu, Zhenyu Liu, Huanhuan Chen
2018 J jnl
Latent Topic Text Representation Learning on Statistical Manifolds.
IEEE Trans. Neural Networks Learn. Syst.
Bingbing Jiang, Zhengyu Li, Huanhuan Chen, Anthony G. Cohn
2018 J jnl
Mining Markov Blankets Without Causal Sufficiency.
IEEE Trans. Neural Networks Learn. Syst.
Kui Yu, Lin Liu, Jiuyong Li, Huanhuan Chen
2018 J jnl
Semisupervised Negative Correlation Learning.
IEEE Trans. Neural Networks Learn. Syst.
Huanhuan Chen, Bingbing Jiang, Xin Yao
2018 J jnl
Sequential data classification by dynamic state warping.
Knowl. Inf. Syst.
Zhichen Gong, Huanhuan Chen
2017 J jnl
A Cluster-Based Semisupervised Ensemble for Multiclass Classification.
IEEE Trans. Emerg. Top. Comput. Intell.
Rodrigo G. F. Soares, Huanhuan Chen, Xin Yao
2017 — conf
An Effective Martin Kernel for Time Series Classification.
ICONIP (1)
Liangang Zhang, Yang Li, Huanhuan Chen
2017 J jnl
Knowledge Engineering With Big Data (BigKE): A 54-Month, 45-Million RMB, 15-Institution National Grand Project.
IEEE Access
Xindong Wu, Huanhuan Chen, Jun Liu, Gong-Qing Wu, Ruqian Lu, Nanning Zheng
2017 J jnl
Optimal relay placement for lifetime maximization in wireless underground sensor networks.
Inf. Sci.
Bo Yuan, Huanhuan Chen, Xin Yao
2017 J jnl
Scalable Graph-Based Semi-Supervised Learning through Sparse Bayesian Model.
IEEE Trans. Knowl. Data Eng.
Bingbing Jiang, Huanhuan Chen, Bo Yuan, Xin Yao
2016 J jnl
Defect- and Variation-Tolerant Logic Mapping in Nanocrossbar Using Bipartite Matching and Memetic Algorithm.
IEEE Trans. Very Large Scale Integr. Syst.
Bo Yuan, Bin Li, Huanhuan Chen, Xin Yao
2016 J jnl
Probabilistic Feature Selection and Classification Vector Machine.
CoRR
Chang Li, Huanhuan Chen, Xin Yao
2016 — conf
Sequential Data Classification in the Space of Liquid State Machines.
ECML/PKDD (1)
Yang Li, Junyuan Hong, Huanhuan Chen
2015 J jnl
A New Evolutionary Algorithm with Structure Mutation for the Maximum Balanced Biclique Problem.
IEEE Trans. Cybern.
Bo Yuan, Bin Li, Huanhuan Chen, Xin Yao
2015 J jnl
Knowledge Engineering with Big Data.
IEEE Intell. Syst.
Xindong Wu, Huanhuan Chen, Gong-Qing Wu, Jun Liu, Qinghua Zheng, Xiaofeng He, Aoying Zhou, Zhong-Qiu Zhao, Bifan Wei, Yang Li, Qiping Zhang, Shichao Zhang
2015 A* conf
Model Metric Co-Learning for Time Series Classification.
IJCAI
Huanhuan Chen, Fengzhen Tang, Peter Tiño, Anthony G. Cohn, Xin Yao
2015 J jnl
Robust twin boosting for feature selection from high-dimensional omics data with label noise.
Inf. Sci.
Shan He, Huanhuan Chen, Zexuan Zhu, Douglas G. Ward, Helen J. Cooper, Mark R. Viant, John K. Heath, Xin Yao
2015 J jnl
The Benefits of Modeling Slack Variables in SVMs.
Neural Comput.
Fengzhen Tang, Peter Tiño, Pedro Antonio Gutiérrez, Huanhuan Chen
2014 J jnl
Cognitive fault diagnosis in Tennessee Eastman Process using learning in the model space.
Comput. Chem. Eng.
Huanhuan Chen, Peter Tiño, Xin Yao
2014 J jnl
Combining learning in model space fault diagnosis with data validation/reconstruction: Application to the Barcelona water network.
Eng. Appl. Artif. Intell.
Joseba Quevedo, Huanhuan Chen, Miquel Àngel Cugueró, Peter Tiño, Vicenç Puig, Diego García, Ramon Sarrate, Xin Yao
2014 J jnl
Efficient Probabilistic Classification Vector Machine With Incremental Basis Function Selection.
IEEE Trans. Neural Networks Learn. Syst.
Huanhuan Chen, Peter Tiño, Xin Yao
2014 J jnl
Learning in the Model Space for Cognitive Fault Diagnosis.
IEEE Trans. Neural Networks Learn. Syst.
Huanhuan Chen, Peter Tiño, Ali Rodan, Xin Yao
2014 B conf
Learning the deterministically constructed Echo State Networks.
IJCNN
Fengzhen Tang, Peter Tiño, Huanhuan Chen
2014 B conf
Support Vector Ordinal Regression using Privileged Information.
ESANN
Fengzhen Tang, Peter Tiño, Pedro Antonio Gutiérrez, Huanhuan Chen
2013 A* conf
Model-based kernel for efficient time series analysis.
KDD
Huanhuan Chen, Fengzhen Tang, Peter Tiño, Xin Yao
2012 J jnl
Learning in the Model Space for Fault Diagnosis
CoRR
Huanhuan Chen, Peter Tiño, Xin Yao, Ali Rodan
2012 — conf
Neural Network Ensembles to Determine Growth Multi-classes in Predictive Microbiology.
HAIS (2)
Francisco Fernández-Navarro, Huanhuan Chen, Pedro Antonio Gutiérrez, César Hervás-Martínez, Xin Yao
2012 J jnl
Semisupervised Classification With Cluster Regularization.
IEEE Trans. Neural Networks Learn. Syst.
Rodrigo G. F. Soares, Huanhuan Chen, Xin Yao
2011 A* conf
Buried Utility Pipeline Mapping Based on Multiple Spatial Data Sources: A Bayesian Data Fusion Approach.
IJCAI
Huanhuan Chen, Anthony G. Cohn
2010 A conf
Buried Utility Pipeline Mapping based on Street Survey and Ground Penetrating Radar.
ECAI
Huanhuan Chen, Anthony G. Cohn
2010 J jnl
Multiobjective Neural Network Ensembles Based on Regularized Negative Correlation Learning.
IEEE Trans. Knowl. Data Eng.
Huanhuan Chen, Xin Yao
2010 B conf
Negative correlation learning for classification ensembles.
IJCNN
Shuo Wang, Huanhuan Chen, Xin Yao
2010 B conf
Probabilistic robust hyperbola mixture model for interpreting ground penetrating radar data.
IJCNN
Huanhuan Chen, Anthony G. Cohn
2009 J jnl
Predictive Ensemble Pruning by Expectation Propagation.
IEEE Trans. Knowl. Data Eng.
Huanhuan Chen, Peter Tiño, Xin Yao
2009 J jnl
Probabilistic Classification Vector Machines.
IEEE Trans. Neural Networks
Huanhuan Chen, Peter Tiño, Xin Yao
2009 — conf
Profiling of Mass Spectrometry Data for Ovarian Cancer Detection Using Negative Correlation Learning.
ICANN (2)
Shan He, Huanhuan Chen, Xiaoli Li, Xin Yao
2009 J jnl
Regularized Negative Correlation Learning for Neural Network Ensembles.
IEEE Trans. Neural Networks
Huanhuan Chen, Xin Yao
2007 — conf
Evolutionary Ensemble for
ICIC (2)
Huanhuan Chen, Xin Yao
2007 B conf
Evolutionary random neural ensembles based on negative correlation learning.
IEEE Congress on Evolutionary Computation
Huanhuan Chen, Xin Yao
2006 — conf
A Probabilistic Ensemble Pruning Algorithm.
ICDM Workshops
Huanhuan Chen, Peter Tiño, Xin Yao
2006 B conf
Evolutionary Multiobjective Ensemble Learning Based on Bayesian Feature Selection.
IEEE Congress on Evolutionary Computation
Huanhuan Chen, Xin Yao
2006 — ch.
Trade-Off Between Diversity and Accuracy in Ensemble Generation.
Multi-Objective Machine Learning
Arjun Chandra, Huanhuan Chen, Xin Yao
2004 B conf
HW-SW partitioning based on genetic algorithm.
IEEE Congress on Evolutionary Computation
Yi Zou, Zhenquan Zhuang, Huanhuan Chen
2004 J jnl
Quantum secure circuit evaluation.
Sci. China Ser. F Inf. Sci.
Huanhuan Chen, Bin Li, Zhenquan Zhuang