Hua Xu

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 18

Top Topics

Evolutionary Multiobjective

Disjoint Clusters

Emotion Classification

Pitman Yor Process

Top Venues

IEEE Trans. Evol. Comput.

Publications

Ziqi Yuan, Jingliang Fang, Hua Xu, Kai Gao
Multimodal Consistency-Based Teacher for Semi-Supervised Multimodal Sentiment Analysis. IEEE ACM Trans. Audio Speech Lang. Process. 32 (2024)
Hanlei Zhang, Xin Wang, Hua Xu, Qianrui Zhou, Kai Gao, Jianhua Su, Jinyue Zhao, Wenrui Li, Yanting Chen
MIntRec2.0: A Large-scale Benchmark Dataset for Multimodal Intent Recognition and Out-of-scope Detection in Conversations. ICLR (2024)
Hanlei Zhang, Hua Xu, Ting-En Lin
Deep Open Intent Classification with Adaptive Decision Boundary. AAAI (2021)
Hanlei Zhang, Hua Xu, Ting-En Lin, Rui Lyu
Discovering New Intents with Deep Aligned Clustering. AAAI (2021)
Hanlei Zhang, Hua Xu, Ting-En Lin
Deep Open Intent Classification with Adaptive Decision Boundary. CoRR (2020)
Hanlei Zhang, Hua Xu, Ting-En Lin, Rui Lv
Discovering New Intents with Deep Aligned Clustering. CoRR (2020)
Ting-En Lin, Hua Xu, Hanlei Zhang
Constrained Self-Supervised Clustering for Discovering New Intents (Student Abstract). AAAI (2020)
Ting-En Lin, Hua Xu, Hanlei Zhang
Discovering New Intents via Constrained Deep Adaptive Clustering with Cluster Refinement. AAAI (2020)
Ting-En Lin, Hua Xu
A Post-processing Method for Detecting Unknown Intent of Dialogue System via Pre-trained Deep Neural Network Classifier. CoRR (2020)
Ting-En Lin, Hua Xu
Deep Unknown Intent Detection with Margin Loss. ACL (1) (2019)
Ting-En Lin, Hua Xu, Hanlei Zhang
Discovering New Intents via Constrained Deep Adaptive Clustering with Cluster Refinement. CoRR (2019)
Ting-En Lin, Hua Xu
A post-processing method for detecting unknown intent of dialogue system via pre-trained deep neural network classifier. Knowl. Based Syst. 186 (2019)
Ting-En Lin, Hua Xu
Deep Unknown Intent Detection with Margin Loss. CoRR (2019)
Yuan Yuan, Yew-Soon Ong, Abhishek Gupta, Hua Xu
Objective Reduction in Many-Objective Optimization: Evolutionary Multiobjective Approaches and Comprehensive Analysis. IEEE Trans. Evol. Comput. 22 (2) (2018)
Fan Zhang, Hua Xu, Xiaoli Bai
On the need of hierarchical emotion classification: Detecting the implicit feature using constrained topic model. Intell. Data Anal. 21 (6) (2017)
Fan Zhang, Hua Xu, Jiushuo Wang, Xiaomin Sun, Junhui Deng
Grasp the implicit features: Hierarchical emotion classification based on topic model and SVM. IJCNN (2016)
Yuan Yuan, Hua Xu, Bo Wang, Bo Zhang, Xin Yao
Balancing Convergence and Diversity in Decomposition-Based Many-Objective Optimizers. IEEE Trans. Evol. Comput. 20 (2) (2016)
Yuan Yuan, Hua Xu, Bo Wang, Xin Yao
A New Dominance Relation-Based Evolutionary Algorithm for Many-Objective Optimization. IEEE Trans. Evol. Comput. 20 (1) (2016)
Bo Wang, Hua Xu, Yuan Yuan
Scale adaptive reproduction operator for decomposition based estimation of distribution algorithm. CEC (2015)
Yuan Yuan, Hua Xu
Multiobjective Flexible Job Shop Scheduling Using Memetic Algorithms. IEEE Trans Autom. Sci. Eng. 12 (1) (2015)
Hua Xu, Fan Zhang, Wei Wang
Implicit feature identification in Chinese reviews using explicit topic mining model. Knowl. Based Syst. 76 (2015)
Yuan Yuan, Hua Xu, Bo Wang
An Experimental Investigation of Variation Operators in Reference-Point Based Many-Objective Optimization. GECCO (2015)
Yuan Yuan, Hua Xu, Bo Wang
An improved NSGA-III procedure for evolutionary many-objective optimization. GECCO (2014)
Yuan Yuan, Hua Xu, Bo Wang
Evolutionary many-objective optimization using ensemble fitness ranking. GECCO (2014)
Bo Wang, Hua Xu, Yuan Yuan
Quantum-inspired evolutionary algorithm with linkage learning. IEEE Congress on Evolutionary Computation (2014)
Bo Wang, Hua Xu, Yuan Yuan
A two-level hierarchical EDA using conjugate priori. GECCO (Companion) (2014)
Yuan Yuan, Hua Xu
Flexible job shop scheduling using hybrid differential evolution algorithms. Comput. Ind. Eng. 65 (2) (2013)
Yuan Yuan, Hua Xu
A memetic algorithm for the multi-objective flexible job shop scheduling problem. GECCO (2013)
Yuan Yuan, Hua Xu
An integrated search heuristic for large-scale flexible job shop scheduling problems. Comput. Oper. Res. 40 (12) (2013)
Yuan Yuan, Hua Xu, Jiadong Yang
A hybrid harmony search algorithm for the flexible job shop scheduling problem. Appl. Soft Comput. 13 (7) (2013)
Yuan Yuan, Hua Xu
HHS/LNS: An integrated search method for flexible job shop scheduling. IEEE Congress on Evolutionary Computation (2012)