| 2026 | AAAI | Cross-Granularity Hypergraph Retrieval-Augmented Generation for Multi-hop Question Answering. | Changjian Wang, Weihong Deng, Weili Guan, Quan Lu, Ning Jiang |
| 2025 | AAAI | Debiased Active Learning with Variational Gradient Rectifier. | Weiguo Chen, Changjian Wang, Shijun Li, Kele Xu, Yanru Bai, Wei Chen, Shanshan Li |
| 2025 | ICASSP | SPEA: Large-Scale Entity Alignment via Self-Partitioning. | Weiguo Chen, Changjian Wang, Kele Xu, Yuan Yuan, Wei Chen, Zixuan Dong |
| 2025 | ICASSP | Complementary Learning System Theory-based Active Learning for Audio Classification. | Hui Geng, Zijian Gao, Tianjiao Wan, Dawei Feng, Changjian Wang, Kele Xu |
| 2025 | ICASSP | Mutual-View Contrastive Generative Framework for Attribute-Missing Graph Clustering. | Shijun Li, Changjian Wang, Kele Xu, Xiaojin Li, Gaojin He, Xu Liu |
| 2025 | ICASSP | Dual-Path Model for Pulmonary Artery Segmentation. | Lu Shen, Yingwen Chen, Changjian Wang, Zhengbo Zhang, Shuyi Zhou |
| 2025 | ICASSP | HyperMST: Multi-scale Spatio-Temporal Hypercorrelation Network for POI Recommendation. | Zeyun Zhao, Changjian Wang, Kele Xu, Zhen Huang, Gaojin He, Xu Liu |
| 2024 | ADMA | PheScale: Leveraging Transformer Models for Proactive VM Auto-scaling. | Yanqin Zheng, Wang Zhou, Changjian Wang, Jingya Zhang, Wenda Tang, Liang Qi, Tianxiang Ai, Guanghui Li, Bin Yu, Xin Yang |
| 2024 | ICLR | At Which Training Stage Does Code Data Help LLMs Reasoning? | Yingwei Ma, Yue Liu, Yue Yu, Yuanliang Zhang, Yu Jiang, Changjian Wang, Shanshan Li |
| 2024 | IJCNN | Multi-Organ Segmentation Based on Multi-Granularity Prototype Learning. | Jiahai Su, Changjian Wang, Fengyu Tian, Shimin Tang, Hongjun He, Li Luo |
| 2024 | IJCNN | G2Vec: Spatial-Temporal Trajectory Generation Network based on Multi-Resolution Feature Correlation. | Zeyun Zhao, Changjian Wang, Zhen Huang, Yongheng Li, Gaojin He |
| 2024 | KSEM | MoveFormer: Spatial Graph Periodic Injection Network for Next POI Recommendation. | Yongheng Li, Ziwen Zhang, Zhen Huang, Changjian Wang, Tianfu He, Menglong Lu, Zeyun Zhao |
| 2023 | ACL | GRACE: Gradient-guided Controllable Retrieval for Augmenting Attribute-based Text Generation. | Zhihua Wen, Zhiliang Tian, Zhen Huang, Yuxin Yang, Zexin Jian, Changjian Wang, Dongsheng Li |
| 2023 | CVPR | Deep Graph-based Spatial Consistency for Robust Non-rigid Point Cloud Registration. | Zheng Qin, Hao Yu, Changjian Wang, Yuxing Peng, Kai Xu |
| 2023 | EMNLP | Self-Evolution Learning for Mixup: Enhance Data Augmentation on Few-Shot Text Classification Tasks. | Haoqi Zheng, Qihuang Zhong, Liang Ding, Zhiliang Tian, Xin Niu, Changjian Wang, Dongsheng Li, Dacheng Tao |
| 2023 | ICTAI | DGSNet: Dual Graph Structure Network for Emotion Recognition in Multimodal Conversations. | Shimin Tang, Changjian Wang, Fengyu Tian, Kele Xu, Minpeng Xu |
| 2022 | AAAI | Exploring Relational Semantics for Inductive Knowledge Graph Completion. | Changjian Wang, Xiaofei Zhou, Shirui Pan, Linhua Dong, Zeliang Song, Ying Sha |
| 2022 | CVPR | Geometric Transformer for Fast and Robust Point Cloud Registration. | Zheng Qin, Hao Yu, Changjian Wang, Yulan Guo, Yuxing Peng, Kai Xu |
| 2022 | IJCAI | Unsupervised Voice-Face Representation Learning by Cross-Modal Prototype Contrast. | Boqing Zhu, Kele Xu, Changjian Wang, Zheng Qin, Tao Sun, Huaimin Wang, Yuxing Peng |
| 2022 | ICTAI | Similarity-Driven Adaptive Prototypical Network for Class-incremental Few-shot Named Entity Recognition. | Yifan Chen, Zhan Huang, Minghao Hu, Dongsheng Li, Changjian Wang, Ankun Wang, Boyang Wang, Xicheng Lu |
| 2022 | ICTAI | An Emotion Evolution Network for Emotion Recognition in Conversation. | Shimin Tang, Changjian Wang, Kele Xu, Zhen Huang, Minpeng Xu, Yuxing Peng |
| 2021 | IJCNN | Semi-supervised medical image classification based on CamMix. | Lingchao Guo, Changjian Wang, Dongsong Zhang, Kele Xu, Zhen Huang, Li Luo, Yuxing Peng |
| 2021 | IJCNN | A Neural Ranker for Open-Domain Question Answering via Sentence-Level Jump Encoding. | Yang Liu, Shiyi Xu, Zhen Huang, Changjian Wang, Dongsheng Li, Feng Liu, Jinyan Qiu |
| 2021 | IJCNN | USET : A network based on Utterance hidden State transfEr for Task-oriented dialogue. | Shezheng Song, Changjian Wang, Dongsong Zhang, Yuxing Peng, Yuan Yuan, Li Luo |
| 2021 | ICTAI | T-Mask: An Active and Accurate Dialogue State Tracking with Token Mask Prediction. | Shezheng Song, Changjian Wang, Dongsong Zhang, Zhen Huang, Yuxing Peng |
| 2021 | ICTAI | SEED: A Cross-Layer Semantic Enhanced SLU Model With Role Context Differentiated Fusion. | Changjian Wang, Dongsong Zhang, Shezheng Song, Zhen Huang, Yuxing Peng |
| 2020 | IJCNN | RAD: Reinforced Attention Decoder Model On Question Generation. | Xin Li, Zhen Huang, Feng Liu, Changjian Wang, Minghao Hu, Shiyi Xu, Yuxing Peng |
| 2020 | ICWE | Neighborhood Aggregation Embedding Model for Link Prediction in Knowledge Graphs. | Changjian Wang, Ying Sha |
| 2019 | ICANN | Capturing User and Product Information for Sentiment Classification via Hierarchical Separated Attention and Neural Collaborative Filtering. | Minghui Yan, Changjian Wang, Ying Sha |
| 2019 | ICTAI | TFPN: Twin Feature Pyramid Networks for Object Detection. | Yi Liang, Changjian Wang, Fangzhao Li, Yuxing Peng, Qin Lv, Yuan Yuan, Zhen Huang |
| 2018 | ICIP | Fd-Mobilenet: Improved Mobilenet with a Fast Downsampling Strategy. | Zheng Qin, Zhaoning Zhang, Xiaotao Chen, Changjian Wang, Yuxing Peng |
| 2018 | ICONIP | FVR-SGD: A New Flexible Variance-Reduction Method for SGD on Large-Scale Datasets. | Mingxing Tang, Zhen Huang, Linbo Qiao, Shuyang Du, Yuxing Peng, Changjian Wang |
| 2018 | IJCNN | Learning Environmental Sounds with Multi-scale Convolutional Neural Network. | Boqing Zhu, Changjian Wang, Feng Liu, Jin Lei, Zhen Huang, Yuxing Peng, Fei Li |
| 2018 | ICTAI | Multi-LCNN: A Hybrid Neural Network Based on Integrated Time-Frequency Characteristics for Acoustic Scene Classification. | Jin Lei, Changjian Wang, Boqing Zhu, Qin Lv, Zhen Huang, Yuxing Peng |
| 2018 | UIC | Inspecting Influences on Likes and Comments of Photos in Instagram. | Jianghua Huang, Changjian Wang, Majing Su, Qiong Dai, Md. Zakirul Alam Bhuiyan |
| 2017 | ICPADS | ML-NA: A Machine Learning Based Node Performance Analyzer Utilizing Straggler Statistics. | Xue Ouyang, Changjian Wang, Renyu Yang, Guogui Yang, Paul Townend, Jie Xu |
| 2017 | ICTAI | SDF-NN: A Deep Neural Network with Semantic Dropping and Fusion for Natural Language Inference. | Ludan Tan, Changjian Wang, Qin Lv, Yuxing Peng, Minghao Hu, Xiang Zhao, Zhen Huang |
| 2016 | ICTAI | DISVMs: Fast SVMs Training on Large-Scale Data Sets. | Lijuan Cui, Changjian Wang, Ziyang Li, Yuxing Peng |
| 2015 | ICA3PP | Deadline-Oriented Task Scheduling for MapReduce Environments. | Minghao Hu, Changjian Wang, Pengfei You, Zhen Huang, Yuxing Peng |
| 2015 | ICA3PP | Parallel Data Regeneration Based on Multiple Trees with Network Coding in Distributed Storage System. | Pengfei You, Zhen Huang, Changjian Wang, Minghao Hu, Yuxing Peng |
| 2014 | BigData | MapCheckReduce: An Improved MapReduce Computing Model for Imprecise Applications. | Changjian Wang, Yuxing Peng, Mingxing Tang, Dongsheng Li, Shanshan Li, Pengfei You |
| 2014 | ICA3PP | Repairing Multiple Data Losses by Parallel Max-min Trees Based on Regenerating Codes in Distributed Storage Systems. | Pengfei You, Yuxing Peng, Zhen Huang, Changjian Wang |
| 2013 | ICPADS | OPTAS: Optimal Data Placement in MapReduce. | Changjian Wang, Yongrui Qin, Zhen Huang, Yuxing Peng, Dongsheng Li, Huiba Li |