Harmonic analysis and simulation of multi-pulse rectifiers applied in electrolysis industry. - Zhiheng Ma; Zheng Xu; Yujun Li (IAS, 2014)

Transductive Semi-Supervised Deep Learning Using Min-Max Features. - Weiwei Shi 003; Yihong Gong; Chris Ding; Zhiheng Ma; Xiaoyu Tao; Nanning Zheng 001 (ECCV (5), 2018)

Bayesian Loss for Crowd Count Estimation With Point Supervision. - Zhiheng Ma; Xing Wei 001; Xiaopeng Hong; Yihong Gong (ICCV, 2019)

Superpixel Masking and Inpainting for Self-Supervised Anomaly Detection. - Zhenyu Li; Ning Li; Kaitao Jiang; Zhiheng Ma; Xing Wei 001; Xiaopeng Hong; Yihong Gong (BMVC, 2020)

Learning Scales from Points: A Scale-aware Probabilistic Model for Crowd Counting. - Zhiheng Ma; Xing Wei 001; Xiaopeng Hong; Yihong Gong (ACM Multimedia, 2020)

Transductive semi-supervised metric learning for person re-identification. - Xinyuan Chang; Zhiheng Ma; Xing Wei 001; Xiaopeng Hong; Yihong Gong (Pattern Recognit., 2020)

Error-Aware Density Isomorphism Reconstruction for Unsupervised Cross-Domain Crowd Counting. - Yuhang He; Zhiheng Ma; Xing Wei 001; Xiaopeng Hong; Wei Ke 003; Yihong Gong (AAAI, 2021)

Learning to Count via Unbalanced Optimal Transport. - Zhiheng Ma; Xing Wei 001; Xiaopeng Hong; Hui Lin; Yunfeng Qiu; Yihong Gong (AAAI, 2021)

Towards A Universal Model for Cross-Dataset Crowd Counting. - Zhiheng Ma; Xiaopeng Hong; Xing Wei 001; Yunfeng Qiu; Yihong Gong (ICCV, 2021)

Anomaly Detection Via Self-Organizing Map. - Ning Li; Kaitao Jiang; Zhiheng Ma; Xing Wei 001; Xiaopeng Hong; Yihong Gong (ICIP, 2021)

Direct Measure Matching for Crowd Counting. - Hui Lin; Xiaopeng Hong; Zhiheng Ma; Xing Wei 001; Yunfeng Qiu; Yaowei Wang 001; Yihong Gong (IJCAI, 2021)

Boosting Crowd Counting via Multifaceted Attention. - Hui Lin; Zhiheng Ma; Rongrong Ji; Yaowei Wang 001; Xiaopeng Hong (CVPR, 2022)

Semi-supervised Crowd Counting via Density Agency. - Hui Lin; Zhiheng Ma; Xiaopeng Hong; Yaowei Wang 001; Zhou Su (ACM Multimedia, 2022)

ECCNAS: Efficient Crowd Counting Neural Architecture Search. - Yabin Wang; Zhiheng Ma; Xing Wei 001; Shuai Zheng; Yaowei Wang 001; Xiaopeng Hong (ACM Trans. Multim. Comput. Commun. Appl., 2022)

Isolation and Impartial Aggregation: A Paradigm of Incremental Learning without Interference. - Yabin Wang; Zhiheng Ma; Zhiwu Huang; Yaowei Wang 001; Zhou Su; Xiaopeng Hong (AAAI, 2023)

Sparse Parameterization for Epitomic Dataset Distillation. - Xing Wei 001; Anjia Cao; Funing Yang; Zhiheng Ma (NeurIPS, 2023)

Towards Practical Multi-Robot Hybrid Tasks Allocation for Autonomous Cleaning. - Yabin Wang; Xiaopeng Hong; Zhiheng Ma; Tiedong Ma; Baoxing Qin; Zhou Su (CoRR, 2023)

Remind of the Past: Incremental Learning with Analogical Prompts. - Zhiheng Ma; Xiaopeng Hong; Beinan Liu; Yabin Wang; Pinyue Guo; Huiyun Li (CoRR, 2023)

Can SAM Count Anything? An Empirical Study on SAM Counting. - Zhiheng Ma; Xiaopeng Hong; Qinnan Shangguan (CoRR, 2023)

Topology-preserving transfer learning for weakly-supervised anomaly detection and segmentation. - Shenxing Wei; Xing Wei 001; Muhammad Rifki Kurniawan; Zhiheng Ma; Yihong Gong (Pattern Recognit. Lett., 2023)

Semi-Supervised Crowd Counting via Multiple Representation Learning. - Xing Wei 001; Yunfeng Qiu; Zhiheng Ma; Xiaopeng Hong; Yihong Gong (IEEE Trans. Image Process., 2023)

Dataset Condensation via Expert Subspace Projection. - Zhiheng Ma; Dezheng Gao; Shaolei Yang; Xing Wei 001; Yihong Gong (Sensors, 2023)

Evolving Parameterized Prompt Memory for Continual Learning. - Muhammad Rifki Kurniawan; Xiang Song 005; Zhiheng Ma; Yuhang He; Yihong Gong; Yang Qi; Xing Wei 001 (AAAI, 2024)

Gramformer: Learning Crowd Counting via Graph-Modulated Transformer. - Hui Lin; Zhiheng Ma; Xiaopeng Hong; Qinnan Shangguan; Deyu Meng (AAAI, 2024)

Multi-modal Crowd Counting via Modal Emulation. - Chenhao Wang; Xiaopeng Hong; Zhiheng Ma; Yupeng Wei; Yabin Wang; Xiaopeng Fan (BMVC, 2024)

Reshaping the Online Data Buffering and Organizing Mechanism for Continual Test-Time Adaptation. - Zhilin Zhu; Xiaopeng Hong; Zhiheng Ma; Weijun Zhuang; Yaohui Ma; Yong Dai; Yaowei Wang 001 (ECCV (82), 2024)

Linguistic Profiling of Deepfakes: An Open Database for Next-Generation Deepfake Detection. - Yabin Wang; Zhiwu Huang; Zhiheng Ma; Xiaopeng Hong (CoRR, 2024)

Semi-supervised Counting via Pixel-by-pixel Density Distribution Modelling. - Hui Lin; Zhiheng Ma; Rongrong Ji; Yaowei Wang 001; Zhou Su; Xiaopeng Hong; Deyu Meng (CoRR, 2024)

Curriculum Dataset Distillation. - Zhiheng Ma; Anjia Cao; Funing Yang; Xing Wei 001 (CoRR, 2024)

Few-shot online anomaly detection and segmentation. - Shenxing Wei; Xing Wei 001; Zhiheng Ma; Songlin Dong; Shaochen Zhang; Yihong Gong (Knowl. Based Syst., 2024)

Knowledge Synergy Learning for Multi-Modal Tracking. - Yuhang He; Zhiheng Ma; Xing Wei 001; Yihong Gong (IEEE Trans. Circuits Syst. Video Technol., 2024)

ComprehendEdit: A Comprehensive Dataset and Evaluation Framework for Multimodal Knowledge Editing. - Yaohui Ma; Xiaopeng Hong; Shizhou Zhang; Huiyun Li; Zhilin Zhu; Wei Luo; Zhiheng Ma (AAAI, 2025)

FLAME: Frozen Large Language Models Enable Data-Efficient Language-Image Pre-training. - Anjia Cao; Xing Wei 001; Zhiheng Ma (CVPR, 2025)

Curriculum Dataset Distillation. - Zhiheng Ma; Anjia Cao; Funing Yang; Yihong Gong; Xing Wei 001 (IEEE Trans. Image Process., 2025)

CoGenAV: Versatile Audio-Visual Representation Learning via Contrastive-Generative Synchronization. - Detao Bai; Zhiheng Ma; Xihan Wei; Liefeng Bo (CoRR, 2025)

DD-Ranking: Rethinking the Evaluation of Dataset Distillation. - Zekai Li; Xinhao Zhong; Samir Khaki; Zhiyuan Liang; Yuhao Zhou; Mingjia Shi; Ziqiao Wang; Xuanlei Zhao; Wangbo Zhao; Ziheng Qin; Mengxuan Wu; Pengfei Zhou; et al. (CoRR, 2025)

Semi-Supervised Counting via Pixel-by-Pixel Density Distribution Modeling. - Hui Lin; Zhiheng Ma; Rongrong Ji; Yaowei Wang 001; Zhou Su; Xiaopeng Hong; Deyu Meng (IEEE Trans. Pattern Anal. Mach. Intell., 2025)

Prompt Customization for Continual Learning. - Yong Dai; Xiaopeng Hong; Yabin Wang; Zhiheng Ma; Dongmei Jiang; Yaowei Wang 001 (IEEE Trans. Artif. Intell., 2025)

Multidimensional Measure Matching for Crowd Counting. - Hui Lin; Xiaopeng Hong; Zhiheng Ma; Yaowei Wang 001; Deyu Meng (IEEE Trans. Neural Networks Learn. Syst., 2025)

CKAA: Cross-subspace Knowledge Alignment and Aggregation for Robust Continual Learning. - Lingfeng He; De Cheng; Zhiheng Ma; Huaijie Wang; Dingwen Zhang; Nannan Wang 001; Xinbo Gao 001 (CoRR, 2025)

Joint Memory Optimization for Continual Learning. - Zhiheng Ma; Yaohui Ma; Xiaopeng Hong; Huiyun Li; Shizhou Zhang (IEEE Trans. Circuits Syst. Video Technol., 2025)