| 2026 | AAAI | Paper Folding Puzzles: Can Multimodal Large Language Models Perform Spatial Reasoning? | Dibin Zhou, Yantao Xu, Zongming Huang, Zengwei Yan, Wenhao Liu, Yongwei Miao, Jianfeng Ren, Fuchang Liu |
| 2026 | COMPSAC | GDGraph: Geometry-Enhanced Dual-View Graph for Molecular Representation Learning. | Yu Liu, Jonathan D. Hirst, Jianfeng Ren, Bencan Tang, Dave Towey |
| 2025 | AAAI | DARR: A Dual-Branch Arithmetic Regression Reasoning Framework for Solving Machine Number Reasoning. | Chengtai Li, Yee Yang Tan, Yuting He, Jianfeng Ren, Ruibin Bai, Yitian Zhao, Heng Yu, Xudong Jiang |
| 2025 | AAAI | ERL-MPP: Evolutionary Reinforcement Learning with Multi-head Puzzle Perception for Solving Large-scale Jigsaw Puzzles of Eroded Gaps. | Xingke Song, Xiaoying Yang, Chenglin Yao, Jianfeng Ren, Ruibin Bai, Xin Chen, Xudong Jiang |
| 2025 | AAAI | S³-Mamba: Small-Size-Sensitive Mamba for Lesion Segmentation. | Gui Wang, Yuexiang Li, Wenting Chen, Meidan Ding, Wooi Ping Cheah, Rong Qu, Jianfeng Ren, Linlin Shen |
| 2025 | COMPSAC | Chemically-aware Attention-based Multi-modal Fusion Framework for Molecular Representation Learning. | Yu Liu, Jonathan D. Hirst, Jianfeng Ren, Bencan Tang, Dave Towey |
| 2025 | CVPR | MG-MotionLLM: A Unified Framework for Motion Comprehension and Generation across Multiple Granularities. | Bizhu Wu, Jinheng Xie, Keming Shen, Zhe Kong, Jianfeng Ren, Ruibin Bai, Rong Qu, Linlin Shen |
| 2025 | DATE | De | Yuting He, Jingjin Li, Chengtai Li, Qingyu Yang, Zheng Wang, Heshan Du, Jianfeng Ren, Heng Yu |
| 2025 | ICASSP | DBCR: Exploiting Both Intra-cluster and Extra-cluster Relations for Compositional Reasoning. | Chengtai Li, Guosheng Su, Jianfeng Ren, Ruibin Bai, Yitian Zhao, Xudong Jiang |
| 2025 | ICASSP | Jointly Optimizing Data Discretization and Naive Bayes Classifier via Multi-Objective Optimization. | Jiacheng Tu, Haiyan Yu, Ruxin Ding, Shihe Wang, Jianfeng Ren, Xudong Jiang |
| 2025 | ICCV | FineMotion: A Dataset and Benchmark with Both Spatial and Temporal Annotation for Fine-Grained Motion Generation and Editing. | Bizhu Wu, Jinheng Xie, Meidan Ding, Zhe Kong, Jianfeng Ren, Ruibin Bai, Rong Qu, Linlin Shen |
| 2024 | AAAI | Scale Optimization Using Evolutionary Reinforcement Learning for Object Detection on Drone Imagery. | Jialu Zhang, Xiaoying Yang, Wentao He, Jianfeng Ren, Qian Zhang, Yitian Zhao, Ruibin Bai, Xiangjian He, Jiang Liu |
| 2024 | COMPSAC | Three-Branch Molecular Representation Learning Framework for Predicting Molecular Properties in Drug Discovery. | Yu Liu, Lihui Duo, Jonathan D. Hirst, Jianfeng Ren, Bencan Tang, Dave Towey |
| 2024 | ICONIP | Dual-Branch StarNet with Mutual Attention and U-Net Denoising for Simultaneously Recognizing Keywords and Speakers. | Yuting He, Chengtai Li, Heng Yu, Jianfeng Ren, Zheng Wang, Heshan Du, Yinshui Xia |
| 2024 | IJCAI | Regression Residual Reasoning with Pseudo-labeled Contrastive Learning for Uncovering Multiple Complex Compositional Relations. | Chengtai Li, Yuting He, Jianfeng Ren, Ruibin Bai, Yitian Zhao, Heng Yu, Xudong Jiang |
| 2024 | IJCNN | Cardinality and Bounding Constrained Portfolio Optimization Using Safe Reinforcement Learning. | Yiran Li, Nanjiang Du, Xingke Song, Xiaoying Yang, Tianxiang Cui, Ning Xue, Amin Farjudian, Jianfeng Ren, Wooi Ping Cheah |
| 2024 | MICCAI | SRE-CNN: A Spatiotemporal Rotation-Equivariant CNN for Cardiac Cine MR Imaging. | Yuliang Zhu, Jing Cheng, Zhuo-Xu Cui, Jianfeng Ren, Chengbo Wang, Dong Liang |
| 2023 | AAAI | Hierarchical ConViT with Attention-Based Relational Reasoner for Visual Analogical Reasoning. | Wentao He, Jialu Zhang, Jianfeng Ren, Ruibin Bai, Xudong Jiang |
| 2023 | AAAI | Siamese-Discriminant Deep Reinforcement Learning for Solving Jigsaw Puzzles with Large Eroded Gaps. | Xingke Song, Jiahuan Jin, Chenglin Yao, Shihe Wang, Jianfeng Ren, Ruibin Bai |
| 2023 | ICASSP | Dual-Stream Siamese Vision Transformer With Mutual Attention For Radar Gait Verification. | Ran Ji, Jiarui Li, Wentao He, Jianfeng Ren, Xudong Jiang |
| 2023 | ICASSP | Confidence-Based Event-Centric Online Video Question Answering on a Newly Constructed ATBS Dataset. | Weikai Kong, Shuhong Ye, Chenglin Yao, Jianfeng Ren |
| 2023 | ICASSP | Face Recognition on Point Cloud with Cgan-Top for Denoising. | Junyu Liu, Jianfeng Ren, Hongliang Sun, Xudong Jiang |
| 2023 | ICASSP | Solving Jigsaw Puzzle of Large Eroded Gaps Using Puzzlet Discriminant Network. | Xingke Song, Xiaoying Yang, Jianfeng Ren, Ruibin Bai, Xudong Jiang |
| 2023 | ICIP | Video Question Answering Using Clip-Guided Visual-Text Attention. | Shuhong Ye, Weikai Kong, Chenglin Yao, Jianfeng Ren, Xudong Jiang |
| 2023 | ICONIP | Optimal Low-Rank QR Decomposition with an Application on RP-TSOD. | Haiyan Yu, Jianfeng Ren, Ruibin Bai, Linlin Shen |
| 2022 | ICASSP | Attention-Based Dual-Stream Vision Transformer for Radar Gait Recognition. | Shiliang Chen, Wentao He, Jianfeng Ren, Xudong Jiang |
| 2022 | ICASSP | Dynamic Texture Recognition Using PDV Hashing and Dictionary Learning on Multi-Scale Volume Local Binary Pattern. | Ruxin Ding, Jianfeng Ren, Heng Yu, Jiawei Li |
| 2022 | ICASSP | Spatial-Context-Aware Deep Neural Network for Multi-Class Image Classification. | Jialu Zhang, Qian Zhang, Jianfeng Ren, Yitian Zhao, Jiang Liu |
| 2022 | ICPR | Boosting the Discriminant Power of Naive Bayes. | Shihe Wang, Jianfeng Ren, Xiaoyu Lian, Ruibin Bai, Xudong Jiang |
| 2021 | ICIP | rPPG-Based Spoofing Detection for Face Mask Attack using Efficientnet on Weighted Spatial-Temporal Representation. | Chenglin Yao, Shihe Wang, Jialu Zhang, Wentao He, Heshan Du, Jianfeng Ren, Ruibin Bai, Jiang Liu |
| 2015 | ICASSP | Quantized fuzzy LBP for face recognition. | Jianfeng Ren, Xudong Jiang, Junsong Yuan |
| 2014 | SIGGRAPH | Tracking and fusion for multiparty interaction with a virtual character and a social robot. | Zerrin Yumak, Jianfeng Ren, Nadia Magnenat-Thalmann, Junsong Yuan |
| 2013 | ICASSP | Dynamic texture recognition using enhanced LBP features. | Jianfeng Ren, Xudong Jiang, Junsong Yuan |
| 2013 | ICIP | Learning binarized pixel-difference pattern for scene recognition. | Jianfeng Ren, Xudong Jiang, Junsong Yuan |
| 2013 | ICIP | Relaxed local ternary pattern for face recognition. | Jianfeng Ren, Xudong Jiang, Junsong Yuan |
| 2011 | HCI | ProJest: Enabling Higher Levels of Collaboration Using Today's Mobile Devices. | Babak Forutanpour, Jianfeng Ren |
| 2009 | COCOA | Approximation Algorithm for Minimizing the Weighted Number of Tardy Jobs on a Batch Machine. | Jianfeng Ren, Yuzhong Zhang, Xianzhao Zhang, Guo Sun |
| 2009 | COCOA | Scheduling with Rejection to Minimize the Makespan. | Yuzhong Zhang, Jianfeng Ren, Chengfei Wang |
| 2009 | ICASSP | Real-time implementation of robust face detection on mobile platforms. | Mohammad Tauhidur Rahman, Jianfeng Ren, Nasser Kehtarnavaz |
| 2009 | ICIP | A hybrid face detection approach for real-time depolyment on mobile devices. | Mohammad Tauhidur Rahman, Nasser Kehtarnavaz, Jianfeng Ren |
| 2009 | ICIP | Fast eye localization based on pixel differences. | Jianfeng Ren, Xudong Jiang |
| 2008 | ICIP | Fast adaptive early termination for mode selection in H.264 scalable video coding. | Jianfeng Ren, Nasser Kehtarnavaz |