| 2025 | CIKM | MetaCAN: Improving Generalizability of Few-shot Anomaly Detection with Meta-learning. | Zhisheng Lv, Jianfeng Zhang, Songlei Jian, Chenlin Huang, Hongguang Zhang, Guansong Pang, Zhong Liu |
| 2025 | CVPR | From Head to Tail: Efficient Black-box Model Inversion Attack via Long-tailed Learning. | Ziang Li, Hongguang Zhang, Juan Wang, Meihui Chen, Hongxin Hu, Wenzhe Yi, Xiaoyang Xu, Mengda Yang, Chenjun Ma |
| 2025 | EMNLP | MADS: Multi-Agent Dialogue Simulation for Diverse Persuasion Data Generation. | Mingjin Li, Yu Liu, Huayi Liu, Xiang Ye, Chao Jiang, Hongguang Zhang, Yu Ruan |
| 2024 | ACL | LLMEmbed: Rethinking Lightweight LLM's Genuine Function in Text Classification. | ChunLiu ChunLiu, Hongguang Zhang, Kainan Zhao, Xinghai Ju, Lin Yang |
| 2024 | CVPR | Exploiting Inter-sample and Inter-feature Relations in Dataset Distillation. | Wenxiao Deng, Wenbin Li, Tianyu Ding, Lei Wang, Hongguang Zhang, Kuihua Huang, Jing Huo, Yang Gao |
| 2024 | SIGIR | Fake News Detection via Multi-scale Semantic Alignment and Cross-modal Attention. | Jiandong Wang, Hongguang Zhang, Chun Liu, Xiongjun Yang |
| 2022 | ACCV | Improving Few-shot Learning by Spatially-aware Matching and CrossTransformer. | Hongguang Zhang, Philip H. S. Torr, Piotr Koniusz |
| 2021 | CVPR | Dual Pixel Exploration: Simultaneous Depth Estimation and Image Restoration. | Liyuan Pan, Shah Chowdhury, Richard Hartley, Miaomiao Liu, Hongguang Zhang, Hongdong Li |
| 2021 | CVPR | Rethinking Class Relations: Absolute-Relative Supervised and Unsupervised Few-Shot Learning. | Hongguang Zhang, Piotr Koniusz, Songlei Jian, Hongdong Li, Philip H. S. Torr |
| 2021 | MMM | Fine-Grained Video Deblurring with Event Camera. | Limeng Zhang, Hongguang Zhang, Chenyang Zhu, Shasha Guo, Jihua Chen, Lei Wang |
| 2021 | PRICAI | ANF: Attention-Based Noise Filtering Strategy for Unsupervised Few-Shot Classification. | Guangsen Ni, Hongguang Zhang, Jing Zhao, Liyang Xu, Wenjing Yang, Long Lan |
| 2020 | ECCV | Few-Shot Action Recognition with Permutation-Invariant Attention. | Hongguang Zhang, Li Zhang, Xiaojuan Qi, Hongdong Li, Philip H. S. Torr, Piotr Koniusz |
| 2019 | CVPR | Deep Stacked Hierarchical Multi-Patch Network for Image Deblurring. | Hongguang Zhang, Yuchao Dai, Hongdong Li, Piotr Koniusz |
| 2019 | CVPR | Few-Shot Learning via Saliency-Guided Hallucination of Samples. | Hongguang Zhang, Jing Zhang, Piotr Koniusz |
| 2019 | WACV | Power Normalizing Second-Order Similarity Network for Few-Shot Learning. | Hongguang Zhang, Piotr Koniusz |
| 2018 | CVPR | A Deeper Look at Power Normalizations. | Piotr Koniusz, Hongguang Zhang, Fatih Porikli |
| 2018 | CVPR | Zero-Shot Kernel Learning. | Hongguang Zhang, Piotr Koniusz |
| 2018 | ECCV | Museum Exhibit Identification Challenge for the Supervised Domain Adaptation and Beyond. | Piotr Koniusz, Yusuf Tas, Hongguang Zhang, Mehrtash Tafazzoli Harandi, Fatih Porikli, Rui Zhang |
| 2018 | ECCV | Model Selection for Generalized Zero-Shot Learning. | Hongguang Zhang, Piotr Koniusz |
| 2018 | HealthCom | A Mobile Health Solution for Medication Adherence Intervention and its Real World Evidence. | Chao Jiang, Hongguang Zhang, Kai Liu, Shibao Zheng, Youren Yang, Fei Tian, Chu Feng |
| 2017 | IECON | A 4.6-5.6 GHz constant KVCO low phase noise LC-VCO and an optimized automatic frequency calibrator applied in PLL frequency synthesizer. | Hongguang Zhang, Pan Xue, Zhiliang Hong |
| 2016 | GLOBECOM | Exploiting Joint Computation Offloading and Data Caching to Enhance Mobile Terminal Performance. | Wenhao Fan, Yuan'an Liu, Bihua Tang, Fan Wu, Hongguang Zhang |
| 2016 | HealthCom | A mobile health solution for chronic disease management at retail pharmacy. | Hongguang Zhang, Kai Liu, Weijian Kong, Fei Tian, Youren Yang, Chu Feng, Ti Wang, Qi Chen |
| 2010 | GLOBECOM | Multi-Variable Cost Function for Application Layer Multicast Routing. | Tien Anh Le, Hang Nguyen, Hongguang Zhang |