2024
Optical Flow-Based Spatiotemporal Sketch for Video Representation: A Novel Framework.
IEEE Trans. Circuits Syst. Video Technol., August, 2024
Enhancing Adaptive Deep Networks for Image Classification via Uncertainty-aware Decision Fusion.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024
Information Retention via Learning Supplemental Features.
Proceedings of the Twelfth International Conference on Learning Representations, 2024
Discriminative Language Model as Semantic Consistency Scorer for Prompt-based Few-Shot Text Classification.
Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024
A Chinese Hypernymy Detection Method Cross-Lingually Supervised by English Hypernymies.
Proceedings of the Advanced Data Mining and Applications - 20th International Conference, 2024
Weak-Evidence Aggregation for the Choice of Plausible Alternatives Task.
Proceedings of the Advanced Data Mining and Applications - 20th International Conference, 2024
An Active Learning Method via Expected Model Loss Reduction.
Proceedings of the Advanced Data Mining and Applications - 20th International Conference, 2024
2023
Multimedia Semantic Communications: Representation, Encoding and Transmission.
IEEE Netw., 2023
Video Reconstruction with Multimodal Information.
Proceedings of the 98th IEEE Vehicular Technology Conference, 2023
Optical Flow-Based Video Sketch Graph Extraction.
Proceedings of the IEEE Globecom Workshops 2023, 2023
2022
Interannual and Monthly Variability of Typical Inland Lakes on the Tibetan Plateau Located in Three Different Climatic Zones.
Remote. Sens., 2022
A Graph Convolutional Network with Adaptive Graph Generation and Channel Selection for Event Detection.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
2021
Effect Generation Based on Causal Reasoning.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021
A Mixture-of-Experts Model for Antonym-Synonym Discrimination.
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021
2020
Time-Frequency Feature Fusion for Noise Robust Audio Event Classification.
Circuits Syst. Signal Process., 2020
A Cascaded R-CNN With Multiscale Attention and Imbalanced Samples for Traffic Sign Detection.
IEEE Access, 2020
2019
A Goal-Driven Tree-Structured Neural Model for Math Word Problems.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019
Boosting Causal Embeddings via Potential Verb-Mediated Causal Patterns.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019
Distributed Adaptive Formation Control of a Team of Aerial Robots in Cluttered Environments.
Proceedings of the Intelligent Robotics and Applications - 12th International Conference, 2019
Distributed Representation of Words in Cause and Effect Spaces.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019
2018
Auxiliary Features from Laser-Doppler Vibrometer Sensor for Deep Neural Network Based Robust Speech Recognition.
J. Signal Process. Syst., 2018
Avoidance of High-Speed Obstacles Based on Velocity Obstacles.
Proceedings of the 2018 IEEE International Conference on Robotics and Automation, 2018
2017
A primal-dual method with linear mapping for a saddle point problem in image deblurring.
J. Vis. Commun. Image Represent., 2017
A Deep Convolutional Neural Model for Character-Based Chinese Word Segmentation.
Proceedings of the Natural Language Processing and Chinese Computing, 2017
Enhancing Document-Based Question Answering via Interaction Between Question Words and POS Tags.
Proceedings of the Natural Language Processing and Chinese Computing, 2017
BiLSTM-Based Models for Metaphor Detection.
Proceedings of the Natural Language Processing and Chinese Computing, 2017
Relation Classification via CNN, Segmented Max-pooling, and SDP-BLSTM.
Proceedings of the Neural Information Processing - 24th International Conference, 2017
Max-Cosine Matching Based Neural Models for Recognizing Textual Entailment.
Proceedings of the Database Systems for Advanced Applications, 2017
Closed-Set Chinese Word Segmentation Based on Convolutional Neural Network Model.
Proceedings of the Chinese Computational Linguistics and Natural Language Processing Based on Naturally Annotated Big Data, 2017
2016
A new variance-based approach for discriminative feature extraction in machine hearing classification using spectrogram features.
Digit. Signal Process., 2016
Image-based clustering analysis of massive vehicle networking data.
Proceedings of the 8th International Conference on Wireless Communications & Signal Processing, 2016
Deep neural network for robust speech recognition with auxiliary features from laser-Doppler vibrometer sensor.
Proceedings of the 10th International Symposium on Chinese Spoken Language Processing, 2016
2015
Robust Sound Event Classification Using Deep Neural Networks.
IEEE ACM Trans. Audio Speech Lang. Process., 2015
A Local Method for Canonical Correlation Analysis.
Proceedings of the Natural Language Processing and Chinese Computing - 4th CCF Conference, 2015
A Synthetic Minority Oversampling Method Based on Local Densities in Low-Dimensional Space for Imbalanced Learning.
Proceedings of the Database Systems for Advanced Applications, 2015
MPTM: A Topic Model for Multi-Part Documents.
Proceedings of the Database Systems for Advanced Applications, 2015
Keyword-Aware Dominant Route Search for Various User Preferences.
Proceedings of the Database Systems for Advanced Applications, 2015
2013
A Probabilistic Approach to Latent Cluster Analysis.
Proceedings of the IJCAI 2013, 2013
Automatic Motion Capture Data Denoising via Filtered Local Subspace Affinity and Low Rank Approximation.
Proceedings of the 2013 International Conference on Computer-Aided Design and Computer Graphics, 2013
2011
SCIHTBB: Sparsity constrained iterative hard thresholding with Barzilai-Borwein step size.
Neurocomputing, 2011
Construction of co-complex score matrix for protein complex prediction from AP-MS data.
Bioinform., 2011
2009
Improved AdaBoost.M1 of decision trees with confidence-rated predictions.
Proceedings of the 2009 ACM Symposium on Applied Computing (SAC), 2009
Effective Boosting of Naïve Bayesian Classifiers by Local Accuracy Estimation.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2009
Boosting Local Naïve Bayesian Rules.
Proceedings of the Advances in Neural Networks, 2009
2008
LBR-Meta: An Efficient Algorithm for Lazy Bayesian Rules.
Proceedings of the Data Mining and Analytics 2008, 2008
2006
Several Speed-Up Variants of Cascade Generalization.
Proceedings of the Fuzzy Systems and Knowledge Discovery, Third International Conference, 2006
Naïve Bayesian Tree Pruning by Local Accuracy Estimation.
Proceedings of the Advanced Data Mining and Applications, Second International Conference, 2006
2005
Enhancing SNNB with Local Accuracy Estimation and Ensemble Techniques.
Proceedings of the Database Systems for Advanced Applications, 2005
Tree Structure Based Data Gathering for Maximum Lifetime in Wireless Sensor Networks.
Proceedings of the Web Technologies Research and Development - APWeb 2005, 7th Asia-Pacific Web Conference, Shanghai, China, March 29, 2005
From Intent Reducts for Attribute Implications to Approximate Intent Reducts for Association Rules.
Proceedings of the Fifth International Conference on Computer and Information Technology (CIT 2005), 2005
2004
Dynamically Self-Organized Service Composition in Wireless Ad Hoc Networks.
Proceedings of the Technologies for E-Services, 5th International Workshop, 2004
Mode Committee: A Novel Ensemble Method by Clustering and Local Learning.
Proceedings of the 16th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2004), 2004
A Study of Selective Neighborhood-Based Nai"ve Bayes for Efficient Lazy Learning.
Proceedings of the 16th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2004), 2004
2003
Generalization of Classification Rules.
Proceedings of the 15th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2003), 2003
2002
Concept lattice based composite classifiers for high predictability.
J. Exp. Theor. Artif. Intell., 2002
SNNB: A Selective Neighborhood Based Naïve Bayes for Lazy Learning.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2002
1999
Discernibility System in Rough Sets.
Proceedings of the Methodologies for Knowledge Discovery and Data Mining, 1999