Heng Fan

Previous Scheduled Teaching

Published Intellectual Contributions

Conference Proceeding

• Li, Y., Li, Q., Wang, H., Ma, X., Yao, J., Dong, S., Fan, H., Zhang, L. (2024). Beyond MOT: Semantic Multi-object Tracking. European Conference on Computer Vision (ECCV).
• Gu, X., Fan, H., Huang, Y., Luo, T., Zhang, L. (2024). Context-Guided Spatio-Temporal Video Grounding. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).
• Dong, S., Feng, Y., Yang, Q., Huang, Y., Liu, D., Fan, H. (2024). Efficient Multimodal Semantic Segmentation via Dual-Prompt Learning. IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS).
• Zheng, J., Fan, H., Zhang, L. (2024). Kernel Adaptive Convolution for Scene Text Detection via Distance Map Prediction. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).
• Lu, Y., Liu, D., Wang, Q., Han, C., Cui, Y., Cao, Z., Zhang, X., Chen, Y., Fan, H. (2024). ProMotion: Prototypes As Motion Learners. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).
• Qu, D., Chen, Q., Bai, T., Lu, H., Fan, H., Zhang, H., Fu, S., Yang, Q. (2024). SiCP: Simultaneous Individual and Cooperative Perception for 3D Object Detection in Connected and Automated Vehicles. IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS).
• Lin, L., Fan, H., Zhang, Z., Wang, Y., Xu, Y., Ling, H. (2024). Tracking Meets LoRA: Faster Training, Larger Model, Stronger Performance. European Conference on Computer Vision (ECCV).
• Wang, H., Yu, Y., Luo, T., Fan, H., Zhang, L. (2024). MaGIC: Multi-modality Guided Image Completion. International Conference on Learning Representations (ICLR).
• Yadav, S., Le, T., Dong, S., Fan, H., Yang, Q., Qiu, C., Li, X., Huang, Y. A New Simulation Platform For Learning-Empowered Distributed Sensing. SPIE Defense + Commercial Sensing 2024.
• Feng, Y., Meng, Z., Clemmer, C., Fan, H., Huang, Y. (2023). A Multi-granularity Decade-Long Geo-Tagged Twitter Dataset for Spatial Computing. ACM International Conference on Advances in Geographic Information Systems (SIGSPATIAL).
• Shen, Y., Gu, X., Xu, K., Fan, H., Wen, L., Zhang, L. (2023). Accurate and Fast Compressed Video Captioning. International Conference on Computer Vision (ICCV).
• Liu, X., Liu, X., Yi, Z., Zhou, X., Le, T., Zhang, L., Huang, Y., Yang, Q., Fan, H. (2023). PlanarTrack: A Large-scale Challenging Benchmark for Planar Object Tracking. International Conference on Computer Vision (ICCV).
• Liu, X., Lin, Y., Yang, Q., Fan, H. (2023). Transferable Adversarial Attack on 3D Object Tracking in Point Cloud. International Conference on Multimedia Modeling (MMM).
• Gu, B., Fan, H., Zhang, L. (2023). Two Birds, One Stone: A Unified Framework for Joint Learning of Image and Video Style Transfers. International Conference on Computer Vision (ICCV).
• Zhou, W., Fan, H., Luo, T., Zhang, L. (2023). Unsupervised Domain Adaptive Detection with Network Stability Analysis. International Conference on Computer Vision (ICCV).
• Yi, Z., Blanco, E., Fan, H., Albert, M. (2022). BAPO: A Large-Scale Multimodal Corpus for Ball Possession Prediction in American Football Games. IEEE Conference on Multimedia Information Processing and Retrieval (MIPR).
• Guo, M., Zhang, Z., Fan, H., Jing, L. (2022). Divert More Attention to Vision-Language Tracking. Thirty-Sixth Annual Conference on Neural Information Processing Systems (NeurIPS).
• Yu, Y., Zhang, L., Fan, H., Luo, T. (2022). High-Fidelity Image Inpainting with GAN Inversion. European Conference on Computer Vision (ECCV).
• Guo, M., Zhang, Z., Fan, H., Jing, L., Lyu, Y., Li, B., Hu, W. (2022). Learning Target-aware Representation for Visual Tracking via Informative Interactions. International Joint Conference on Artificial Intelligence (IJCAI).
• Lin, L., Fan, H., Zhang, Z., Xu, Y., Ling, H. (2022). SwinTrack: A Simple and Strong Baseline for Transformer Tracking. Thirty-Sixth Annual Conference on Neural Information Processing Systems (NeurIPS).
• Fan, H., Ling, H. (2021). CRACT: Cascaded Regression-Align-Classification for Robust Tracking. 7013-7020. IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS).
• Fan, H., Ling, H. (2021). MART: Motion-Aware Recurrent Neural Network for Robust Visual Tracking. 566-575. IEEE/CVF Winter Conference on Applications of Computer Vision (WACV).
• Singh, Y., Atulkar, V., Ren, J., Yang, J., Fan, H., Latecki, L., Ling, H. (2021). Osteoporosis Prescreening and Bone Mineral Density Prediction using Dental Panoramic Radiographs. 2700-2703. IEEE Engineering in Medicine & Biology Society (EMBC).
• Fan, H., Yang, F., Chu, P., Lin, Y., Yuan, L., Ling, H. (2021). TracKlinic: Diagnosis of Challenge Factors in Visual Tracking. 970-979. IEEE/CVF Winter Conference on Applications of Computer Vision (WACV).
• Fan, H., Miththanthaya, H., Rajan, S., Liu, X., Zou, Z., Lin, Y., Ling, H. (2021). Transparent Object Tracking Benchmark. 10734-10743. IEEE/CVF International Conference on Computer Vision (ICCV).

Journal Article

• Guo, M., Zhang, Z., Jing, L., He, Y., Wang, K., Fan, H. (2024). Cyclic Refiner: Object-Aware Temporal Representation Learning for Multi-view 3D Detection and Tracking. International Journal of Computer Vision. 132 6184 - 6206.
• Guo, M., Zhang, Z., Jing, L., Ling, H., Fan, H. (2024). Divert More Attention to Vision-Language Object Tracking. IEEE Transactions on Pattern Analysis and Machine Intelligence. 46 (12) 8600 - 8618.
• Zuo, X., Qi, C., Chen, Y., Shen, J., Fan, H., Yang, W. (2024). Learnable Cross-Scale Sparse Attention Guided Feature Fusion for UAV Object Detection. IEEE Access. 12 114212-114226.
• Lu, Y., Han, C., Wang, Q., Fan, H., Kong, Z., Liu, D., Chen, Y. (2024). Optical Flow as Spatial-Temporal Attention Learners. IEEE Transactions on Pattern Analysis and Machine Intelligence. 46 (12) 11491 - 11506.
• Zhang, L., Zhou, W., Fan, H., Luo, T., Ling, H. (2024). Robust Domain Adaptive Object Detection With Unified Multi-Granularity Alignment. IEEE Transactions on Pattern Analysis and Machine Intelligence. 46 (12) 9161 - 9178.
• Shen, J., Chen, Y., Liu, Y., Zuo, X., Fan, H., Yang, W. (2024). ICAFusion: Iterative Cross-Attention Guided Feature Fusion for Multispectral Object Detection. Pattern Recognition. 145 109913.
• Zhang, L., Gu, X., Li, C., Luo, T., Fan, H. (2024). Local Compressed Video Stream Learning for Generic Event Boundary Detection. International Journal of Computer Vision. 132 1187–1204.
• Shen, J., Guo, T., Zuo, X., Fan, H., Yang, W. (2024). SSPNet: Scale and Spatial Priors Guided Generalizable and Interpretable Pedestrian Attribute Recognition. Pattern Recognition. 148 110194.
• Zhang, L., Jiang, L., Ji, R., Fan, H. (2023). PIDray: A Large-scale X-ray Benchmark for Real-World Prohibited Item Detection. International Journal of Computer Vision. 131 3170–3192.
• Zhang, L., Gao, J., Xiao, Z., Fan, H. (2023). AnimalTrack: A Benchmark for Multi-Animal Tracking in the Wild. International Journal of Computer Vision. 131 496–513.
• Wang, H., Zhang, L., Fan, H., Luo, T. (2023). Collaborative three-stream transformers for video captioning. 235 103799. Computer Vision and Image Understanding.
• Liu, Y., Fan, H., Yuan, X., Xiang, J. (2022). GL-GAN: Adaptive Global and Local Bilevel Optimization for Generative Adversarial Network. Pattern Recognition. 123 108375--1.
• Zhou, Q., Wang, R., Zeng, G., Fan, H., Zheng, G. (2022). Towards bridging the distribution gap: Instance to Prototype Earth Mover’s Distance for distribution alignment. 82 102607. Medical Image Analysis.
• Zhu, P., Wen, L., Du, D., Bian, X., Fan, H., Hu, Q., Ling, H. (2022). Detection and Tracking Meet Drones Challenge. IEEE Transactions on Pattern Analysis and Machine Intelligence. 44 (11) 7380-7399.
• Liu, Y., Fan, H., Ni, F., Xiang, J. (2021). ClsGAN: Selective Attribute Editing Model based on Classification Adversarial Network. Neural Networks. 133 220-228.
• Fan, H., Bai, H., Lin, L., Yang, F., Chu, P., Deng, G., Yu, S., , H., Huang, M., Liu, J., Xu, Y., Liao, C., Yuan, L., Ling, H. (2021). LaSOT: A High-quality Large-scale Single Object Tracking Benchmark. International Journal of Computer Vision. 129 439–461.
• Jia, J., Elezovikj, S., Fan, H., Yang, S., Liu, J., Guo, W., Tan, C., Ling, H. (2021). Semantic-Aware Label Placement for Augmented Reality in Street View. The Visual Computer. 37 1805-1819.

Contracts, Grants and Sponsored Research

Grant - Research

• Huang, Y. (Principal), Li, X. (Co-Principal), Yang, Q. (Co-Principal), Fan, H. (Co-Principal), Qiu, C. (Co-Principal), Wei, Y. (Co-Principal), Baba, A.I. (Supporting), "Intelligent Distributed Sensing," sponsored by Army Research Lab/Northeastern University, Federal, $902266 Funded. (2024 - 2025).
• Fan, H. (Principal), "Cooperative Perception for Connected Vehicles," sponsored by Toyota Motor Engineering & Manufacturing North America, International, $60000 Funded. (2023 - 2024).
• Huang, Y. (Principal), Li, X. (Co-Principal), Yang, Q. (Co-Principal), Fan, H. (Co-Principal), Qiu, C. (Co-Principal), Wei, Y. (Co-Principal), Baba, A.I. (Supporting), "Learning Empowered Distributed Sensing," sponsored by Army Research Lab/Northeastern University, Federal, $2069324 Funded. (2023 - 2024).