| 2025 | KDD | Towards Efficient Few-shot Graph Neural Architecture Search via Partitioning Gradient Contribution. | Wenhao Song, Xuan Wu, Bo Yang, You Zhou, Yubin Xiao, Yanchun Liang, Hongwei Ge, Heow Pueh Lee, Chunguo Wu |
| 2024 | GECCO | Distributed Ensemble Hyper-Heuristic Algorithm for Aircraft Arrival Sequencing and Scheduling Problem. | Xian-Ping Wang, Xin-Xin Xu, Yi Jiang, Sheng Bi, Yanchun Liang, Zhi-Hui Zhan |
| 2023 | AAAI | Unsupervised Deep Embedded Fusion Representation of Single-Cell Transcriptomics. | Yue Cheng, Yanchi Su, Zhuohan Yu, Yanchun Liang, Ka-Chun Wong, Xiangtao Li |
| 2023 | ICDE | Deep Feature-Based Text Clustering and Its Explanation. | Renchu Guan, Hao Zhang, Yanchun Liang, Fausto Giunchiglia, Lan Huang, Xiaoyue Feng |
| 2023 | ICONIP | Leveraging Hierarchical Similarities for Contrastive Clustering. | Yuanshu Li, Yubin Xiao, Xuan Wu, Lei Song, Yanchun Liang, You Zhou |
| 2023 | Interspeech | Compressed MoE ASR Model Based on Knowledge Distillation and Quantization. | Yuping Yuan, Zhao You, Shulin Feng, Dan Su, Yanchun Liang, Xiaohu Shi, Dong Yu |
| 2021 | EMNLP | Deep Attention Diffusion Graph Neural Networks for Text Classification. | Yonghao Liu, Renchu Guan, Fausto Giunchiglia, Yanchun Liang, Xiaoyue Feng |
| 2021 | MMM | Crossed-Time Delay Neural Network for Speaker Recognition. | Liang Chen, Yanchun Liang, Xiaohu Shi, You Zhou, Chunguo Wu |
| 2019 | CEC | Surprisingly Popular Algorithm-Based Comprehensive Adaptive Topology Learning PSO. | Quanlong Cui, Chuan Tang, Guiping Xu, Chunguo Wu, Xiaohu Shi, Yanchun Liang, Liang Chen, Heow Pueh Lee, Han Huang |
| 2016 | ADMA | PUEPro: A Computational Pipeline for Prediction of Urine Excretory Proteins. | Yan Wang, Wei Du, Yanchun Liang, Xin Chen, Chi Zhang, Wei Pang, Ying Xu |
| 2014 | ICNC | Global prediction-based adaptive mutation particle swarm optimization. | Qiuying Li, Gaoyang Li, Xiaosong Han, Jianping Zhang, Yanchun Liang, Binghong Wang, Hong Li, Jinyu Yang, Chunguo Wu |
| 2013 | AAAI | Making Simple Tabular ReductionWorks on Negative Table Constraints. | Hongbo Li, Yanchun Liang, Jinsong Guo, Zhanshan Li |
| 2011 | ICNC | A novel method for RNA secondary structure prediction. | Chong Xing, Zhaohua Ji, Gang Wang, Yao Wang, Wei Shen, Yanchun Liang |
| 2010 | ICNC | An integrated algorithm based on artificial bee colony and particle swarm optimization. | Xiaohu Shi, Yanwen Li, Haijun Li, Renchu Guan, Liupu Wang, Yanchun Liang |
| 2009 | IJCNN | An incremental affinity propagation algorithm and its applications for text clustering. | Xiaohu Shi, Renchu Guan, Liupu Wang, Zhili Pei, Yanchun Liang |
| 2009 | IJCNN | Effects of the short-cut connection on the dynamics of a delayed ring neural network. | Xu Xu, Yanchun Liang |
| 2009 | ISNN | Immune Particle Swarm Optimization for Support Vector Regression on Forest Fire Prediction. | Yan Wang, Juexin Wang, Wei Du, Chuncai Wang, Yanchun Liang, Chunguang Zhou, Lan Huang |
| 2008 | GRC | Adaptive and Iterative Least Squares Support Vector Regression based on Quadratic Renyi Entropy. | Jingqing Jiang, Chuyi Song, Haiyan Zhao, Chunguo Wu, Yanchun Liang |
| 2008 | ICNC | SOM2W and RBF Neural Network-Based Hybrid Models and Their Applications to New Share Pricing. | Xuming Han, Limin Wang, Xiaohu Shi, Yanchun Liang |
| 2008 | ICNC | An Ant Colony Optimization Method for Prize-collecting Traveling Salesman Problem with Time Windows. | Xiaohu Shi, Liupu Wang, You Zhou, Yanchun Liang |
| 2007 | BIBE | An Improved Ant Colony Optimization Algorithm Based on Route Optimization and Its Applications in Travelling Salesman Problem. | Yi Zhang, Zhi-Li Pei, Jinhui Yang, Yanchun Liang |
| 2007 | ICNC | A Novel Time-Delay Recurrent Neural Network and Application for Identifying and Controlling Nonlinear Systems. | Hongwei Ge, Wenli Du, Feng Qian, Yanchun Liang |
| 2007 | ISNN | Operon Prediction Using Neural Network Based on Multiple Information of Log-Likelihoods. | Wei Du, Yan Wang, Shuqin Wang, Xiumei Wang, Fangxun Sun, Chen Zhang, Chunguang Zhou, Chengquan Hu, Yanchun Liang |
| 2007 | ISNN | An Improved Fuzzy Neural Network for Ultrasonic Motors Control. | Xu Xu, Yuxiao Zhang, Yanchun Liang, Xiaowei Yang, Zhifeng Hao |
| 2007 | ISNN | A Novel Method for Prediction of Protein Domain Using Distance-Based Maximal Entropy. | Shu-Xue Zou, Yanxin Huang, Yan Wang, Chengquan Hu, Yanchun Liang, Chunguang Zhou |
| 2006 | ICCS | Support Vector Machine Regression Algorithm Based on Chunking Incremental Learning. | Jingqing Jiang, Chuyi Song, Chunguo Wu, Maurizio Marchese, Yanchun Liang |
| 2006 | ICCSA | Rapid Determination of Compound Rifampicin Tablets Using Near Infrared Spectroscopy with Artificial Neural Network. | Weiliang Guo, Qingfan Meng, Jiahui Lu, Chaojun Jiang, Yanchun Liang, Lirong Teng |
| 2006 | ICONIP | PSO-Based Hyper-Parameters Selection for LS-SVM Classifiers. | X. C. Guo, Yanchun Liang, Chunguo Wu, C. Y. Wang |
| 2006 | ISNN | Mutual Conversion of Regression and Classification Based on Least Squares Support Vector Machines. | Jingqing Jiang, Chuyi Song, Chunguo Wu, Yanchun Liang, Xiaowei Yang, Zhifeng Hao |
| 2006 | ISNN | A Dynamic Time Delay Neural Network for Ultrasonic Motor Identification and Control. | Yanchun Liang, Jie Zhang, Xu Xu, Xiaowei Yang, Zhifeng Hao |
| 2006 | ISNN | An Adaptive Support Vector Machine Learning Algorithm for Large Classification Problem. | Shu Yu, Xiaowei Yang, Zhifeng Hao, Yanchun Liang |
| 2006 | ISPA | Selection for Feature Gene Subset in Microarray Expression Profiles Based on a Hybrid Algorithm Using SVM and GA. | Wei Xiong, Chen Zhang, Chunguang Zhou, Yanchun Liang |
| 2006 | KES | An Improved OIF Elman Neural Network and Its Applications to Stock Market. | Limin Wang, Yanchun Liang, Xiaohu Shi, Ming Li, Xuming Han |
| 2006 | WEBIST | Combining Two Strategies for Ontology Mapping. | Ying Wang, Jianbin Gong, Zhe Wang, Yanchun Liang, Nan Lu |
| 2005 | ICCSA | Determination of Methanol and Ethanol Synchronously in Ternary Mixture by NIRS and PLS Regression. | Qingfan Meng, Lirong Teng, Jiahui Lu, Chaojun Jiang, C. H. Gao, T. B. Du, Chunguo Wu, X. C. Guo, Yanchun Liang |
| 2005 | ICNC | Hybrid Chromosome Genetic Algorithm for Generalized Traveling Salesman Problems. | Han Huang, Xiaowei Yang, Zhifeng Hao, Chunguo Wu, Yanchun Liang, Xi Zhao |
| 2005 | ICNC | Medicine Composition Analysis Based on PCA and SVM. | Chaoyong Wang, Zhouyi Chen, Chunguo Wu, Yanchun Liang |
| 2005 | ICNC | A Novel Quantum Swarm Evolutionary Algorithm for Solving 0-1 Knapsack Problem. | Yan Wang, Xiaoyue Feng, Yanxin Huang, Wengang Zhou, Yanchun Liang, Chunguang Zhou |
| 2005 | ICNC | Equivalence of Classification and Regression Under Support Vector Machine Theory. | Chunguo Wu, Yanchun Liang, Xiaowei Yang, Zhifeng Hao |
| 2005 | ISNN | Twi-Map Support Vector Machine for Multi-classification Problems. | Zhifeng Hao, Bo Liu, Xiaowei Yang, Yanchun Liang, Feng Zhao |
| 2005 | ISNN | Multi-category Classification by Least Squares Support Vector Regression. | Jingqing Jiang, Chunguo Wu, Yanchun Liang |
| 2005 | ISNN | Stability and Bifurcation of a Neuron Model with Delay-Dependent Parameters. | Xu Xu, Yanchun Liang |
| 2004 | ICCS | A Hybrid Algorithm Based on PSO and SA and Its Application for Two-Dimensional Non-guillotine Cutting Stock Problem. | J. Q. Jiang, Yanchun Liang, Xiaohu Shi, H. P. Lee |
| 2004 | ISNN | Online LS-SVM Learning for Classification Problems Based on Incremental Chunk. | Zhifeng Hao, Shu Yu, Xiaowei Yang, Feng Zhao, Rong Hu, Yanchun Liang |
| 2004 | ISNN | A Rough-Set-Based Fuzzy-Neural-Network System for Taste Signal Identification. | Yanxin Huang, Chunguang Zhou, Shu-Xue Zou, Yan Wang, Yanchun Liang |
| 2004 | ISNN | Time-Delay Recurrent Neural Networks for Dynamic Systems Control. | Xu Xu, Yinghua Lu, Yanchun Liang |
| 2004 | PRICAI | A Hybrid Algorithm for Combining Forecasting Based on AFTER-PSO. | Xiaoyue Feng, Yanchun Liang, Yanfeng Sun, Heow Pueh Lee, Chunguang Zhou, Yan Wang |
| 2004 | PRICAI | A Modified Integer-Coding Genetic Algorithm for Job Shop Scheduling Problem. | Chunguo Wu, Wei Xiang, Yanchun Liang, Chunguang Zhou |
| 2003 | CEC | Hybrid evolutionary algorithms based on PSO and GA. | Xiaohu Shi, Yinghua Lu, Chunguang Zhou, Heow Pueh Lee, W. Z. Lin, Yanchun Liang |
| 2003 | CEC | Solving multi objective optimization problems using particle swarm optimization. | Libiao Zhang, Chunguang Zhou, Xiaohua Liu, Zhiqiang Ma, Ming Ma, Yanchun Liang |