Xingjian Li
- Interpretable Deep Learning: Interpretation, Interpretability, Trustworthiness, and Beyond
2021/03/19 by Xuhong Li, Li, Xuhong, Haoyi Xiong +13 · 12 citations
Computer Science · #Adversarial Robustness in Machine Learning #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Millimeter Wave Channel Estimation via Exploiting Joint Sparse and Low-Rank Structures
2017/05/06 by Xingjian Li, Li, Xingjian, Jun Fang +5 · 5 citations
Engineering · Computer Science · #Millimeter-Wave Propagation and Modeling #Indoor and Outdoor Localization Technologies #Direction-of-Arrival Estimation Techniques
- Interpretable deep learning: interpretation, interpretability, trustworthiness, and beyond
2022/09/14 by Xuhong Li, Haoyi Xiong, Xingjian Li +5 · 1 voice · 6 citations
Computer Science · #Adversarial Robustness in Machine Learning #Explainable Artificial Intelligence (XAI) #Topic Modeling
- Deep Active Learning with Noise Stability
2022/05/26 by Xingjian Li, Li, Xingjian, Pengkun Yang +10 · 4 citations
Computer Science · Medicine · #Machine Learning and Algorithms #Machine Learning and Data Classification #COVID-19 diagnosis using AI
- Joint Active and Passive Beamforming for Intelligent Reflecting Surface-Assisted Massive MIMO Systems
2019/12/02 by Xingjian Li, Li, Xingjian, Jun Fang +5 · 1 citation
Engineering · #Advanced Antenna and Metasurface Technologies #Advanced Wireless Communication Technologies #Antenna Design and Analysis #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Signal Processing (eess.SP) #electronic engineering #information engineering
- Describe Anything in Medical Images
2025/05/09 by Xi Xiao, Yunbei Zhang, Xiao, Xi +23 · 5 citations
Computer Science · #Multimodal Machine Learning Applications #Generative Adversarial Networks and Image Synthesis #Topic Modeling
- How (not) to Build Quantum PKE in Minicrypt
2024/05/30 by Longcheng Li, Li, Longcheng, Li Qian +5 · 2 citations
Computer Science · #Cryptographic Implementations and Security #Cryptography and Data Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #FOS: Physical sciences #Quantum Computing Algorithms and Architecture #Quantum Physics (quant-ph)
- Optimal Control for Transformer Architectures: Enhancing Generalization, Robustness and Efficiency
2025/05/16 by Kelvin Kan, Xingjian Li, Kan, Kelvin +9 · 5 citations
Materials Science · Engineering · #Magnetic Properties and Applications #Advanced DC-DC Converters #Power Transformer Diagnostics and Insulation
- Transform Arbitrary Good Quantum LDPC Codes into Good Geometrically Local Codes in Any Dimension
2024/08/03 by Xingjian Li, Ting-Chun Lin, Li, Xingjian +3 · 3 citations
Computer Science · Engineering · #Advanced Wireless Communication Techniques #Error Correcting Code Techniques #FOS: Physical sciences #Quantum Computing Algorithms and Architecture #Quantum Physics (quant-ph)
- Trustworthy Federated Learning: Privacy, Security, and Beyond
2024/11/03 by Chunlu Chen, Chen, Chunlu, Ji Liu +13 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Cryptography and Data Security #Cryptography and Security (cs.CR) #Distributed #FOS: Computer and information sciences #Parallel #Privacy-Preserving Technologies in Data #and Cluster Computing (cs.DC)
- OT-Transformer: A Continuous-time Transformer Architecture with Optimal Transport Regularization
2025/01/30 by Kelvin Kan, Xingjian Li, Kan, Kelvin +3 · 1 citation
Engineering · #Advanced Fiber Optic Sensors #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Photonic and Optical Devices #Semiconductor Lasers and Optical Devices
- Simplified Quantum Weight Reduction with Optimal Bounds
2025/10/10 by Min-Hsiu Hsieh, Hsieh, Min-Hsiu, Xingjian Li +3 · 2 citations
Computer Science · Engineering · #FOS: Physical sciences #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Physics (quant-ph) #Radiation Effects in Electronics
- End-to-End Learning of Safe Optimal Feedback Control in High Dimensions with Control Barrier Function Layers
2026/07/22 by Xingjian Li, Kelvin Kan, Deepanshu Verma +3
#cs.LG #cs.SY #eess.SY #math.OC