Xin Liu
University of California, Davis
H-index: 52
North America-United States
Top articles of Xin Liu
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
EnColor: Improving Visual Accessibility with a Deep Encoder-Decoder Image Corrector for Color Vision Deficient Individuals | Proceedings of the AAAI Conference on Artificial Intelligence | Satyam Goyal Kavya Sasikumar Rohan Sheth Akash Seelam Taeyeong Choi | 2024/3/24 |
Benchmarking Zero-Shot Robustness of Multimodal Foundation Models: A Pilot Study | arXiv preprint arXiv:2403.10499 | Chenguang Wang Ruoxi Jia Xin Liu Dawn Song | 2024/3/15 |
The AIFS Institute: Building a better food system through AI | AI Magazine | Ilias Tagkopoulos Mason J Earles Danielle G Lemay Xin Liu Nitin Nitin | 2024/3 |
Gait Event Detection and Travel Distance Using Waist-Worn Accelerometers across a Range of Speeds: Automated Approach | Sensors | Albara Ah Ramli Xin Liu Kelly Berndt Chen-Nee Chuah Erica Goude | 2024/2/9 |
Gait characterization in duchenne muscular dystrophy (DMD) using a single-sensor accelerometer: classical machine learning and deep learning approaches | arXiv preprint arXiv:2105.06295 | Albara Ah Ramli Huanle Zhang Jiahui Hou Rex Liu Xin Liu | 2021/5/12 |
Client selection in federated learning: Principles, challenges, and opportunities | IEEE Internet of Things Journal (IoT-J) | Lei Fu Huanle Zhang Ge Gao Huajie Wang Mi Zhang | 2023 |
Auditing YouTube’s recommendation system for ideologically congenial, extreme, and problematic recommendations | Proceedings of the National Academy of Sciences | Muhammad Haroon Magdalena Wojcieszak Anshuman Chhabra Xin Liu Prasant Mohapatra | 2023/12/12 |
Davis-ag: a synthetic plant dataset for developing domain-inspired active vision in agricultural robots | arXiv preprint arXiv:2303.05764 | Taeyeong Choi Dario Guevara Grisha Bandodkar Zifei Cheng Chonghan Wang | 2023/3/10 |
Quantifying Causal Path-Specific Importance in Structural Causal Model | Computation | Xiaoxiao Wang Minda Zhao Fanyu Meng Xin Liu Zhaodan Kong | 2023/7/7 |
Causal explanation for reinforcement learning: Quantifying state and temporal importance | Applied Intelligence | Xiaoxiao Wang Fanyu Meng Xin Liu Zhaodan Kong Xin Chen | 2023/10 |
Federated Learning Hyper-Parameter Tuning From A System Perspective | IEEE Internet of Things Journal | Huanle Zhang Lei Fu Mi Zhang Pengfei Hu Xiuzhen Cheng | 2023/3/8 |
A Two-Stage GCN-Based Deep Reinforcement Learning Framework for SFC Embedding in Multi-Datacenter Networks | IEEE Transactions on Network and Service Management | Da Xiao J Andrew Zhang Xin Liu Yiwen Qu Wei Ni | 2023/6/8 |
On the impact of label noise in federated learning | Shuqi Ke Chao Huang Xin Liu | 2023/8/24 | |
Constrained Reinforcement Learning for Autonomous Farming: Challenges and Opportunities | Yongshuai Liu Taeyeong Choi Xin Liu | 2023 | |
Accuracy-privacy trade-off in deep ensemble: A membership inference perspective | Shahbaz Rezaei Zubair Shafiq Xin Liu | 2021/5/12 | |
Uncovering the Gut–Liver Axis Biomarkers for Predicting Metabolic Burden in Mice | Nutrients | Guiyan Yang Rex Liu Shahbaz Rezaei Xin Liu Yu-Jui Yvonne Wan | 2023/7/31 |
Adventurer: Exploration with BiGAN for Deep Reinforcement Learning | Applied Intelligence | Yongshuai Liu Xin Liu | 2023 |
Machine learning on visibility graph features discriminates the cognitive event-related potentials of patients with early alzheimer’s disease from healthy aging | Brain Sciences | Jesse Zhang Jiangyi Xia Xin Liu John Olichney | 2023/5/7 |
Duopoly business competition in cross-silo federated learning | IEEE Transactions on Network Science and Engineering | Chao Huang Shuqi Ke Xin Liu | 2023/7/31 |
MASTAF: a model-agnostic spatio-temporal attention fusion network for few-shot video classification | Xin Liu Huanle Zhang Hamed Pirsiavash | 2023 |
