| 2025 | CVPR | Exploring Timeline Control for Facial Motion Generation. | Yifeng Ma, Jinwei Qi, Chaonan Ji, Peng Zhang, Bang Zhang, Zhidong Deng, Liefeng Bo |
| 2025 | ICASSP | LLaVA-SG: Leveraging Scene Graphs as Visual Semantic Expression in Vision-Language Models. | Jingyi Wang, Jianzhong Ju, Jian Luan, Zhidong Deng |
| 2025 | ICCV | Move to Understand a 3D Scene: Bridging Visual Grounding and Exploration for Efficient and Versatile Embodied Navigation. | Ziyu Zhu, Xilin Wang, Yixuan Li, Zhuofan Zhang, Xiaojian Ma, Yixin Chen, Baoxiong Jia, Wei Liang, Qian Yu, Zhidong Deng, Siyuan Huang, Qing Li |
| 2025 | ICLR | PointOBB-v2: Towards Simpler, Faster, and Stronger Single Point Supervised Oriented Object Detection. | Botao Ren, Xue Yang, Yi Yu, Junwei Luo, Zhidong Deng |
| 2025 | ICRA | Feedback RoI Features Improve Aerial Object Detection. | Botao Ren, Botian Xu, Jingyi Wang, Hanwei Gao, Qiankun Yu, Zhidong Deng |
| 2024 | DSAA | An Online Calibration Method for Robust Multi-Modality 3D Object Detection. | Xingyu Li, Yige Yao, Jianming Hu, Zhidong Deng |
| 2024 | ECCV | Unifying 3D Vision-Language Understanding via Promptable Queries. | Ziyu Zhu, Zhuofan Zhang, Xiaojian Ma, Xuesong Niu, Yixin Chen, Baoxiong Jia, Zhidong Deng, Siyuan Huang, Qing Li |
| 2024 | ICASSP | Open-Vocabulary Skeleton Action Recognition with Diffusion Graph Convolutional Network and Pre-Trained Vision-Language Models. | Chao Wei, Zhidong Deng |
| 2024 | ICASSP | A Novel Contrastive Diffusion Graph Convolutional Network for Few-Shot Skeleton-Based Action Recognition. | Chao Wei, Zhidong Deng |
| 2024 | ICRA | Fine-Tuning Point Cloud Transformers with Dynamic Aggregation. | Jiajun Fei, Zhidong Deng |
| 2024 | ICRA | Incorporating Scene Graphs into Pre-trained Vision-Language Models for Multimodal Open-vocabulary Action Recognition. | Chao Wei, Zhidong Deng |
| 2023 | AAAI | StyleTalk: One-Shot Talking Head Generation with Controllable Speaking Styles. | Yifeng Ma, Suzhen Wang, Zhipeng Hu, Changjie Fan, Tangjie Lv, Yu Ding, Zhidong Deng, Xin Yu |
| 2023 | ICASSP | Learnable Flow Model Conditioned on Graph Representation Memory for Anomaly Detection. | Ziyu Zhu, Wenlei Liu, Zhidong Deng |
| 2023 | ICCV | 3D-VisTA: Pre-trained Transformer for 3D Vision and Text Alignment. | Ziyu Zhu, Xiaojian Ma, Yixin Chen, Zhidong Deng, Siyuan Huang, Qing Li |
| 2023 | IJCNN | Accommodating Self-attentional Heterophily Topology into High- and Low-pass Graph Convolutional Network for Skeleton-based Action Recognition. | Chao Wei, Zhidong Deng |
| 2023 | ICRA | Cross-Modality Time-Variant Relation Learning for Generating Dynamic Scene Graphs. | Jingyi Wang, Jinfa Huang, Can Zhang, Zhidong Deng |
| 2022 | AAAI | DuMLP-Pin: A Dual-MLP-Dot-Product Permutation-Invariant Network for Set Feature Extraction. | Jiajun Fei, Ziyu Zhu, Wenlei Liu, Zhidong Deng, Mingyang Li, Huanjun Deng, Shuo Zhang |
| 2022 | IJCNN | Few-shot Graph Classification with Contrastive Loss and Meta-classifier. | Chao Wei, Zhidong Deng |
| 2021 | COMPSAC | Predicting Entity Relations across Different Security Databases by Using Graph Attention Network. | Liu Yuan, Yude Bai, Zhenchang Xing, Sen Chen, Xiaohong Li, Zhidong Deng |
| 2021 | ICIP | Learning With Memory For Few-Shot Semantic Segmentation. | Hongchao Lu, Chao Wei, Zhidong Deng |
| 2021 | ICRA | Feature Enhanced Projection Network for Zero-shot Semantic Segmentation. | Hongchao Lu, Longwei Fang, Matthieu Lin, Zhidong Deng |
| 2021 | IJCNN | Lane Intrusion Behaviors Dataset: Action Recognition in Real-world Highway Scenarios for Self-driving. | Hongchao Lu, Zhidong Deng, Ruiwen Zhang |
| 2021 | IJCNN | A Deep Graph Wavelet Convolutional Neural Network for Semi-supervised Node Classification. | Jingyi Wang, Zhidong Deng |
| 2021 | IJCNN | Phase Space Reconstruction Network for Lane Intrusion Action Recognition. | Ruiwen Zhang, Zhidong Deng, Hongsen Lin, Hongchao Lu |
| 2020 | ICPR | A Boundary-aware Distillation Network for Compressed Video Semantic Segmentation. | Hongchao Lu, Zhidong Deng |
| 2019 | CVPR | DrivingStereo: A Large-Scale Dataset for Stereo Matching in Autonomous Driving Scenarios. | Guorun Yang, Xiao Song, Chaoqin Huang, Zhidong Deng, Jianping Shi, Bolei Zhou |
| 2019 | ICCV | Fast Object Detection in Compressed Video. | Shiyao Wang, Hongchao Lu, Zhidong Deng |
| 2018 | ACCV | SRC-Disp: Synthetic-Realistic Collaborative Disparity Learning for Stereo Matching. | Guorun Yang, Zhidong Deng, Hongchao Lu, Zeping Li |
| 2018 | ECCV | Fully Motion-Aware Network for Video Object Detection. | Shiyao Wang, Yucong Zhou, Junjie Yan, Zhidong Deng |
| 2018 | ECCV | SegStereo: Exploiting Semantic Information for Disparity Estimation. | Guorun Yang, Hengshuang Zhao, Jianping Shi, Zhidong Deng, Jiaya Jia |
| 2018 | IJCAI | Densely Connected CNN with Multi-scale Feature Attention for Text Classification. | Shiyao Wang, Minlie Huang, Zhidong Deng |
| 2018 | ICPR | Masked Label Learning for Optical Flow Regression. | Guorun Yang, Zhidong Deng, Shiyao Wang, Zeping Li |
| 2018 | IJCNN | Semantic Image Segmentation Based on Attentions to Intra Scales and Inner Channels. | Hongchao Lu, Zhidong Deng, Xiaolong Liu |
| 2017 | ICONIP | End-to-End Disparity Estimation with Multi-granularity Fully Convolutional Network. | Guorun Yang, Zhidong Deng |
| 2017 | IJCNN | Tightly-coupled convolutional neural network with spatial-temporal memory for text classification. | Shiyao Wang, Zhidong Deng |
| 2017 | ICTAI | Drivable Road Detection Based on Dilated FPN with Feature Aggregation. | Xiaolong Liu, Zhidong Deng, Guorun Yang |
| 2016 | ACCV | Collaborative Learning Network for Face Attribute Prediction. | Shiyao Wang, Zhidong Deng, Zhenyang Wang |
| 2016 | ECAI | Stochastic Area Pooling for Generic Convolutional Neural Network. | Zhidong Deng, Zhenyang Wang, Shiyao Wang |
| 2016 | ECCV | Accelerating Convolutional Neural Networks with Dominant Convolutional Kernel and Knowledge Pre-regression. | Zhenyang Wang, Zhidong Deng, Shiyao Wang |
| 2016 | IJCNN | Deep self-organizing reservoir computing model for visual object recognition. | Zhidong Deng, Chengzhi Mao, Xiong Chen |
| 2016 | IJCNN | SAM: A rethinking of prominent convolutional neural network architectures for visual object recognition. | Zhenyang Wang, Zhidong Deng, Shiyao Wang |
| 2015 | ICONIP | A Computational Model of Match Decision-Making Problem Using Spiking SHESN with Reward-Modulated Reinforcement Learning. | Zhidong Deng, Guorun Yang |
| 2014 | IJCNN | A new fuzzy shape context approach based on multi-clue and state reservoir computing. | Zhidong Deng, Kelaiti Xiao, Jing Huang |
| 2009 | CIBCB | An approach for RNA secondary structure prediction based on Bayesian network. | Tianhua Wu, Zhidong Deng, Dandan Song |
| 2009 | ISNN | Function of EEG Temporal Complexity Analysis in Neural Activities Measurement. | Xiuquan Li, Zhidong Deng, Jianwei Zhang |
| 2007 | ICNC | A new dynamic Bayesian network for integrating multiple data in estimating gene networks. | Yu Zhang, Zhidong Deng, Peifa Jia |
| 2007 | ICTAI | A Machine Learning Approach to Predict Turning Points for Chaotic Financial Time Series. | Xiuquan Li, Zhidong Deng |
| 2006 | ICNC | Multiresolution Neural Networks Based on Immune Particle Swarm Algorithm. | Ying Li, Zhidong Deng |
| 2006 | IJCNN | Complex Systems Modeling Using Scale-Free Highly-Clustered Echo State Network. | Zhidong Deng, Yi Zhang |
| 2006 | IROS | A Realistic 3-D Reverse Modeling System Based on Real-World Sampling Dataset. | Zhidong Deng, Jianjun Niu, Jingdan Zhang |
| 2006 | WABI | A Fuzzy Dynamic Programming Approach to Predict RNA Secondary Structure. | Dandan Song, Zhidong Deng |