| 2025 | CIKM | XDNet: Disentangled Time Series Forecasting via Exponential Decomposition and 2D Periodic Modeling. | Kening Huang, Qianqian Ren, Xingfeng Lv |
| 2025 | HPCC | FusionBC: Contrastive Graph and Information Bottleneck Fusion Learning for Time Series Forecasting. | Hui Xu, Yangyang Shi, Yang Zhan, Hu Jin, Qianqian Ren, Zhijuan Li |
| 2024 | CCGRID | MDSTGCN : Multi-Scale Dynamic Spatial-Temporal Graph Convolution Network With Edge Feature Embedding for Traffic Forecasting. | Sijia Liu, Hui Xu, Fanyu Meng, Qianqian Ren |
| 2024 | ICASSP | Adaptive Multi-View Joint Contrastive Learning on Graphs. | Long Chen, Qianqian Ren, Zilong Li, Hui Xu |
| 2024 | ICASSP | Urban Traffic Flow Forecasting Based on Spatial-Temporal Graph Contrastive Learning. | Lin Pan, Qianqian Ren |
| 2024 | ICPR | Data-Driven Spatiotemporal Aware Graph Hybrid-hop Transformer Network for Traffic Flow Forecasting. | Lin Hang, Qianqian Ren, Xingfeng Lv |
| 2024 | ICPR | Multi-views Enhanced Spatio-Temporal Adaptive Transformer for Urban Traffic Prediction. | Jiaqi Lin, Qianqian Ren, Hui Xu |
| 2024 | ICPR | Time-Aware Intent Contrastive Learning with Rare-Class Sample Generator for Sequential Recommendation. | Yichen Liu, Qianqian Ren, Xingfeng Lv |
| 2024 | IJCNN | Using Joint Training for Hybrid Automated Augmentations in Graph Contrastive Learning. | Yifu Chen, Qianqian Ren |
| 2024 | ICPR | Spatio-Temporal Heterogeneous Graph Neural Network With Multi-view Learning For Traffic Prediction. | Liting Song, Qianqian Ren, Ying Zhou |
| 2024 | ICPR | Multi-scale Dilated Attention Enhanced Multi-modal Self-supervised GANs for Recommendation. | Yi Xue, Qianqian Ren, Hu Jin |
| 2024 | IJCNN | MPFormer: Dynamic Traffic Spatial-Temporal Features Forecasting With Multi-Perspective Attentions. | Haobo Zhang, Qianqian Ren, Zilong Li |
| 2023 | ACML | Probing Traffic Trend Forecasting via Spatial-Temporal Aware Learning-Graph Attention. | Xinyuan Huang, Qianqian Ren |
| 2023 | CIKM | Region-Wise Attentive Multi-View Representation Learning For Urban Region Embedding. | Weiliang Chen, Qianqian Ren |
| 2023 | CogSci | Progressive Graph Learning over Pruned Dependency Trees For Relation Extraction. | Chuang Wang, Qianqian Ren, Shiyang Li, Hui Xu |
| 2023 | ICASSP | Dual-Stage Graph Convolution Network With Graph Learning For Traffic Prediction. | Zilong Li, Qianqian Ren, Long Chen, Jianguo Sun |
| 2022 | HPCC | Deep Spatio-Temporal Residual Shrinkage Networks for Traffic Prediction. | Ke Sun, Qianqian Ren, Hu Jin, Xingfeng Lv |
| 2022 | ICPR | Multi-Hierarchical Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting. | Zilong Li, Qianqian Ren, Long Chen, Xiaohong Sui, Jinbao Li |
| 2022 | ICPR | LSTN: Long Short-Term Traffic Flow Forecasting with Transformer Networks. | Yang Li, Qianqian Ren, Hu Jin, Meng Han |
| 2022 | ISCC | Dynamic Graph Convolutional Network for Long Short-term Traffic Flow Prediction. | Yan Wang, Qianqian Ren |
| 2021 | HPCC | DeepLoc: A Deep Neural Network-based Indoor Positioning Framework. | Saining Liu, Qianqian Ren, Jinbao Li, Hui Xu |
| 2021 | ICASSP | Attention-Embedded Decomposed Network with Unpaired CT Images Prior for Metal Artifact Reduction. | Binyu Zhao, Qianqian Ren, Jinbao Li, Yafeng Zhao |
| 2021 | SEKE | ATFE: A Two-dimensional Feature Encoding-based Sentence-level Attention Model for Distant Supervised Relation Extraction. | Shiyang Li, Qianqian Ren, Zechao Liu |
| 2020 | ICA3PP | A Greedy Heuristic Based Beacons Selection for Localization. | Fuhua Ma, Qianqian Ren, Jun Li |
| 2020 | ICA3PP | Principal Component Analysis for Fingerprint Positioning. | Yang Zhang, Qianqian Ren, Jinbao Li, Yu Pan |
| 2020 | ICONIP | Unsupervised Reused Convolutional Network for Metal Artifact Reduction. | Binyu Zhao, Jinbao Li, Qianqian Ren, Yingli Zhong |
| 2019 | ICA3PP | A Binary Code Sequence Based Tracking Algorithm in Wireless Sensor Networks. | Yang Zhang, Qianqian Ren, Yu Pan, Jinbao Li |
| 2016 | HPCC | MR-MC: A Joint Routing Protocol in Wireless Sensor Networks. | Jinbao Li, Jianliang Xi, Qianqian Ren |
| 2014 | ICA3PP | A Weighted Centroid Based Tracking System in Wireless Sensor Networks. | Hongyang Liu, Qianqian Ren, Longjiang Guo, Jinbao Li, Hui Xu, Hu Jin, Nan Wang, Chengjie Song |
| 2011 | MASS | Target Tracking under Uncertainty in Wireless Sensor Networks. | Qianqian Ren, Jianzhong Li, Siyao Cheng |
| 2010 | INFOCOM | Bernoulli Sampling Based (element of, delta)-Approximate Aggregation in Large-Scale Sensor Networks. | Siyao Cheng, Jianzhong Li, Qianqian Ren, Lei Yu |
| 2009 | MASS | TPSS: A Two-phase Sleep Scheduling Protocol for Object Tracking in Wireless Sensor Networks. | Qianqian Ren, Jianzhong Li, Hong Gao |
| 2007 | SNPD | An Efficient Clustering-Based Method for Data Gathering and Compressing in Sensor Networks. | Qianqian Ren, Jianzhong Li, Jinbao Li |