Jiacong Xu (徐嘉聪)

Jiacong Xu (徐嘉聪)

PhD Candicate @ JHU CS

Publications

You can also find my articles on Google Scholar.

Safaei, Bardia, Faizan Siddiqui, Jiacong Xu, Vishal M. Patel, and Shao-Yuan Lo. "Filter Images First, Generate Instructions Later: Pre-Instruction Data Selection for Visual Instruction Tuning." arXiv preprint arXiv:2503.07591 (2025).
Jiacong Xu, Shao-Yuan Lo, Bardia Safaei, Vishal M Patel, Isht Dwivedi. "Towards Zero-Shot Anomaly Detection and Reasoning with Multimodal Large Language Models." arXiv preprint arXiv:2502.07601 (2025).
Yiqun Mei, Jiacong Xu, Vishal Patel. "ReGS: Reference-based controllable scene stylization with gaussian splatting." Advances in Neural Information Processing Systems 37 (2024): 4035-4061.
Jiacong Xu, Yiqun Mei, Vishal Patel. "Wild-gs: Real-time novel view synthesis from unconstrained photo collections." Advances in Neural Information Processing Systems 37 (2024): 103334-103355.
Hanzhou Liu, Chengkai Liu, Jiacong Xu, Peng Jiang, Mi Lu. "XYScanNet: An Interpretable State Space Model for Perceptual Image Deblurring." arXiv preprint arXiv:2412.10338 (2024).
Xu, Jiacong, Mingqian Liao, Ram Prabhakar Kathirvel, and Vishal M. Patel. "Leveraging Thermal Modality to Enhance Reconstruction in Low-Light Conditions." European Conference on Computer Vision, pp. 321-339. Cham: Springer Nature Switzerland, 2024.
Xu, Jiacong, Riley Kilfoyle, Zixiang Xiong, and Ligang Lu. "Communication-efficient design of learning system for energy demand forecasting of electrical vehicles." 2023 Asia Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), pp. 1214-1220. IEEE, 2023.
Xu, Jiacong, Yi Zhang, Jiawei Peng, Wufei Ma, Artur Jesslen, Pengliang Ji, Qixin Hu et al. "Animal3d: A comprehensive dataset of 3d animal pose and shape." Proceedings of the IEEE/CVF International Conference on Computer Vision, pp. 9099-9109. 2023.
Xu, Jiacong, Zixiang Xiong, and Shankar P. Bhattacharyya. "PIDNet: A real-time semantic segmentation network inspired by PID controllers." Proceedings of the IEEE/CVF conference on computer vision and pattern recognition, pp. 19529-19539. 2023.
Xu, Jiacong, and Shankar P. Bhattacharyya. "A pid controller architecture inspired enhancement to the pso algorithm." Future of Information and Communication Conference, pp. 587-603. Cham: Springer International Publishing, 2022.
Xu, Jiacong, and Shankar P. Bhattacharyya. "Efficient Tuning of PID Controllers using Swarm-based Optimization Algorithms." 2021 9th International Conference on Systems and Control (ICSC), pp. 572-579. IEEE, 2021.