| 2024 | SaSDim: Self-Adaptive Noise Scaling Diffusion Model for Spatial Time Series Imputation. | Shunyang Zhang, Senzhang Wang, Xianzhen Tan, Renzhi Wang, Ruochen Liu, Jian Zhang, Jianxin Wang |
| 2024 | AK4Prompts: Aesthetics-driven Automatically Keywords-Ranking for Prompts in Text-To-Image Models. | Haiyang Zhang, Mengchao Wang, Shuai He, Anlong Ming |
| 2024 | TFWT: Tabular Feature Weighting with Transformer. | Xinhao Zhang, Zaitian Wang, Lu Jiang, Wanfu Gao, Pengfei Wang, Kunpeng Liu |
| 2024 | Skip-Timeformer: Skip-Time Interaction Transformer for Long Sequence Time-Series Forecasting. | Wenchang Zhang, Hua Wang, Fan Zhang |
| 2024 | Score-CDM: Score-Weighted Convolutional Diffusion Model for Multivariate Time Series Imputation. | Shunyang Zhang, Senzhang Wang, Hao Miao, Hao Chen, Changjun Fan, Jian Zhang |
| 2024 | Learning from Long-Tailed Noisy Data with Sample Selection and Balanced Loss. | Lefan Zhang, Zhang-Hao Tian, Wujun Zhou, Wei Wang |
| 2024 | Exponential Lower Bounds on the Double Oracle Algorithm in Zero-Sum Games. | Brian Hu Zhang, Tuomas Sandholm |
| 2024 | Reconfigurability-Aware Selection for Contrastive Active Domain Adaptation. | Zeyu Zhang, Chun Shen, Shuai L, Shaojie Zhang |
| 2024 | GenSeg: On Generating Unified Adversary for Segmentation. | Yuxuan Zhang, Zhenbo Shi, Wei Yang, Shuchang Wang, Shaowei Wang, Yinxing Xue |
| 2024 | A Fourier Perspective of Feature Extraction and Adversarial Robustness. | Liangqi Zhang, Yihao Luo, Haibo Shen, Tianjiang Wang |
| 2024 | Federated Adaptation for Foundation Model-based Recommendations. | Chunxu Zhang, Guodong Long, Hongkuan Guo, Xiao Fang, Yang Song, Zhaojie Liu, Guorui Zhou, Zijian Zhang, Yang Liu, Bo Yang |
| 2024 | Vision-based Discovery of Nonlinear Dynamics for 3D Moving Target. | Zitong Zhang, Yang Liu, Hao Sun |
| 2024 | Shap-Mix: Shapley Value Guided Mixing for Long-Tailed Skeleton Based Action Recognition. | Jiahang Zhang, Lilang Lin, Jiaying Liu |
| 2024 | Guidance Graph Optimization for Lifelong Multi-Agent Path Finding. | Yulun Zhang, He Jiang, Varun Bhatt, Stefanos Nikolaidis, Jiaoyang Li |
| 2024 | Detector Collapse: Backdooring Object Detection to Catastrophic Overload or Blindness in the Physical World. | Hangtao Zhang, Shengshan Hu, Yichen Wang, Leo Yu Zhang, Ziqi Zhou, Xianlong Wang, Yanjun Zhang, Chao Chen |
| 2024 | Heterogeneous Causal Metapath Graph Neural Network for Gene-Microbe-Disease Association Prediction. | Kexin Zhang, Feng Huang, Luotao Liu, Zhankun Xiong, Hongyu Zhang, Yuan Quan, Wen Zhang |
| 2024 | Pre-training General User Representation with Multi-type APP Behaviors. | Yuren Zhang, Min Hou, Kai Zhang, Yuqing Yuan, Chao Song, Zhihao Ye, Enhong Chen, Yang Yu |
| 2024 | G2LTraj: A Global-to-Local Generation Approach for Trajectory Prediction. | Zhanwei Zhang, Zishuo Hua, Minghao Chen, Wei Lu, Binbin Lin, Deng Cai, Wenxiao Wang |
| 2024 | A Comprehensive Survey and Taxonomy on Point Cloud Registration Based on Deep Learning. | Yu-Xin Zhang, Jie Gui, Xiaofeng Cong, Xin Gong, Wenbing Tao |
| 2024 | A Deep Reinforcement Learning Approach to Balance Viewport Prediction and Video Transmission in 360° Video Streaming. | Guanghui Zhang, Jing Guo |
| 2024 | Continual Compositional Zero-Shot Learning. | Yang Zhang, Songhe Feng, Jiazheng Yuan |
| 2024 | Efficient Multi-view Unsupervised Feature Selection with Adaptive Structure Learning and Inference. | Chenglong Zhang, Yang Fang, Xinyan Liang, Han Zhang, Peng Zhou, Xingyu Wu, Jie Yang, Bingbing Jiang, Weiguo Sheng |
| 2024 | A Multi-Valued Decision Diagram-Based Approach to Constrained Optimal Path Problems over Directed Acyclic Graphs. | Mingwei Zhang, Liangda Fang, Zhenhao Gu, Quanlong Guan, Yong Lai |
| 2024 | DeepLight: Reconstructing High-Resolution Observations of Nighttime Light With Multi-Modal Remote Sensing Data. | Lixian Zhang, Runmin Dong, Shuai Yuan, Jinxiao Zhang, Mengxuan Chen, Juepeng Zheng, Haohuan Fu |
| 2024 | Task-Agnostic Self-Distillation for Few-Shot Action Recognition. | Bin Zhang, Yuanjie Dang, Peng Chen, Ronghua Liang, Nan Gao, Ruohong Huan, Xiaofei He |