| 2026 | AAAI | HeadHunt-VAD: Hunting Robust Anomaly-Sensitive Heads in MLLM for Tuning-Free Video Anomaly Detection. | Zhaolin Cai, Fan Li, Ziwei Zheng, Haixia Bi, Lijun He |
| 2026 | AAAI | Invisible Triggers, Visible Threats! Road-Style Adversarial Creation Attack for Visual 3D Detection in Autonomous Driving. | Jian Wang, Lijun He, Yixing Yong, Haixia Bi, Fan Li |
| 2025 | MICCAI | Improved Baselines with Synchronized Encoding for Universal Medical Image Segmentation. | Sihan Yang, Jiadong Feng, Xuande Mi, Haixia Bi, Hai Zhang, Jian Sun |
| 2024 | IGARSS | Dual-Branch PolSAR Image Classification Based On Graphmae And Local Feature Extraction. | Yuchen Wang, Ziyi Guo, Haixia Bi, Danfeng Hong, Chen Xu |
| 2024 | IGARSS | Diffusion-Based Generative Self-Supervised Model for Few-Shot PolSAR Image Classification. | Kang Liu, Zuzheng Kuang, Shirou Jing, Haixia Bi, Yaochen Li, Chen Xu |
| 2023 | IGARSS | Complex-Valued Fully Convolutional Network for PolSAR Image Classification with Noisy Labels. | Ningwei Wang, Haixia Bi, Xiaotian Wang, Zhao Chen |
| 2023 | IGARSS | Tropical Cyclone Intensity Prediction by Spectral-Temporal Dislocation and Attention-Based Networks. | Yahui Xiu, Zhao Chen, Xinyang Pu, Haixia Bi, Feng Xu |
| 2023 | IGARSS | Noise-Tolerant Unsupervised Classification for PolSAR Images Via Deep Clustering And Markov Random Field. | Sihan Yang, Haixia Bi, Xiaotian Wang, Danfeng Hong |
| 2023 | IGARSS | Complex-Valued Self-Supervised PolSAR Image Classification Integrating Attention Mechanism. | Zuzheng Kuang, Haixia Bi, Fan Li |
| 2020 | IGARSS | Polsar Image Classification via Robust Low-Rank Feature Extraction and Markov Random Field. | Haixia Bi, Ral Santos-Rodrguez, Peter A. Flach |
| 2020 | PERCOM | Towards a Methodology for Acceptance Testing and Validation of Monitoring Bodyworn Devices. | Emma L. Tonkin, Miquel Perell-Nieto, Haixia Bi, Antonis Vafeas |
| 2019 | IGARSS | Unsupervised PolSAR Image Factorization with Deep Convolutional Networks. | Haixia Bi, Feng Xu, Zhiqiang Wei, Yibo Han, Yuanlong Cui, Yong Xue, Zongben Xu |
| 2019 | IGARSS | An Active Deep Learning Approach for Minimally-Supervised Polsar Image Classification. | Haixia Bi, Feng Xu, Zhiqiang Wei, Yibo Han, Yuanlong Cui, Yong Xue, Zongben Xu |
| 2019 | UIC | An Experimental Online Judge System Based on Docker Container for Learning and Teaching Assistance. | Yibo Han, Zheng Zhang, Bo Yuan, Haixia Bi, Mohammad Nasir Shahzad, Lu Liu |
| 2017 | IGARSS | Polsar image classification based on three-dimensional wavelet texture features and Markov random field. | Haixia Bi, Lin Xu, Xiangyong Cao, Zongben Xu |