Shihao Ji
Associate Professor/School of Computing

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Scholarly Contributions

27 Scholarly Contributions

19
Conference Proceedings
8
Journal Articles
Towards Robust Human Activity Recognition from RGB Video Stream with Limited Labeled Data
2018
Shihao Ji, Krishanu Sarker, Saeid Belkasim, Mohamed Masoud
Research Type: Conference Proceedings

https://dx.doi.org/10.1109/ICMLA.2018.00029
Toward Filament Segmentation Using Deep Neural Networks
2019
Shihao Ji, Dustin Kempton, Azim Ahmadzadeh, Rafal Angryk, Sushant Mahajan
Research Type: Conference Proceedings

https://dx.doi.org/10.1109/BigData47090.2019.9006340
L0-ARM: Network Sparsification via Stochastic Binary Optimization
2020
Shihao Ji, Yang Li
Research Type: Conference Proceedings

https://dx.doi.org/10.1007/978-3-030-46147-8_26
Defense-VAE: A Fast and Accurate Defense Against Adversarial Attacks
2020
Xiang Li, Shihao Ji
Research Type: Conference Proceedings

https://dx.doi.org/10.1007/978-3-030-43887-6_15
Learning with multiplicative perturbations
2020
Shihao Ji, Xiulong Yang
Research Type: Conference Proceedings

https://dx.doi.org/10.1109/ICPR48806.2021.9412861
A UNIFIED DENSITY-DRIVEN FRAMEWORK FOR EFFECTIVE DATA DENOISING AND ROBUST ABSTENTION
2021
Xiulong Yang, Saeid Belkasim, Shihao Ji, Yang Li, Krishanu Sarker
Research Type: Conference Proceedings

https://dx.doi.org/10.1109/ICIP42928.2021.9506754
Dep- L0 : Improving L0 -Based Network Sparsification via Dependency Modeling
2021
Yang Li, Shihao Ji
Research Type: Conference Proceedings

https://dx.doi.org/10.1007/978-3-030-86523-8_11
JEM++: Improved Techniques for Training JEM
2021
Shihao Ji, Xiulong Yang
Research Type: Conference Proceedings

https://dx.doi.org/10.1109/ICCV48922.2021.00643
Neural Plasticity Networks
2021
Shihao Ji, Yang Li
Research Type: Conference Proceedings

https://dx.doi.org/10.1109/IJCNN52387.2021.9534123
Generative Max-Mahalanobis Classifiers for Image Classification, Generation and More
2021
Yang Ye, Shihao Ji, Hui Ye, Xiang Li, Xiulong Yang
Research Type: Conference Proceedings

https://dx.doi.org/10.1007/978-3-030-86520-7_5
Human Activity Recognition from RGB Video Streams Using 1D-CNNs
2021
Shihao Ji, Rajshekhar Sunderraman, Sivanvita Srimath, Yang Ye, Krishanu Sarker
Research Type: Conference Proceedings

https://dx.doi.org/10.1109/SWC50871.2021.00048
ChiTransformer: Towards Reliable Stereo from Cues
2022
Shihao Ji, Qing Su
Research Type: Conference Proceedings

https://dx.doi.org/10.1109/CVPR52688.2022.00198
Towards Bridging the Performance Gaps of Joint Energy-Based Models
2023
Qing Su, Shihao Ji, Xiulong Yang
Research Type: Conference Proceedings

https://dx.doi.org/10.1109/CVPR52729.2023.01510
M-EBM: Towards Understanding the Manifolds of Energy-Based Models
2023
Xiulong Yang, Shihao Ji
Research Type: Conference Proceedings

https://dx.doi.org/10.1007/978-3-031-33374-3_23
LlamaF: An Efficient Llama2 Architecture Accelerator on Embedded FPGAs
2024
Han Xu, Yutong Li, Shihao Ji
Research Type: Conference Proceedings

https://dx.doi.org/10.1109/WF-IoT62078.2024.10811385
Towards Energy-Efficient Llama2 Architecture on Embedded FPGAs
2024
Shihao Ji, Han Xu, Xingyuan Wang
Research Type: Conference Proceedings

https://dx.doi.org/10.1145/3627673.3679068
VB-LoRA: Extreme Parameter Efficient Fine-Tuning with Vector Banks
2025
Shaobo Han, Shihao Ji, Yang Li
Research Type: Conference Proceedings

https://arxiv.org/abs/2405.15179
Unsqueeze [CLS] Bottleneck to Learn Rich Representations
2025
Shihao Ji, Qing Su
Research Type: Conference Proceedings

https://dx.doi.org/10.1007/978-3-031-72946-1_2
UAV3D: A Large-scale 3D Perception Benchmark for Unmanned Aerial Vehicles
2025
Raj Sunderraman, Hui Ye, Shihao Ji
Research Type: Conference Proceedings

https://arxiv.org/abs/2410.11125