Shuming Liu

1. Mindstorms in Natural Language-Based Societies of Mind
   2023/05/26 by Mingchen Zhuge, Zhuge, Mingchen, Haozhe Liu +49 · 5 voices · 9 citations
   Computer Science · Social Sciences · #Language and cultural evolution #Multimodal Machine Learning Applications #Topic Modeling #cs.AI #cs.CL #cs.CV #cs.LG #cs.MA
2. Neural Computers
   2026/04/07 by Mingchen Zhuge, Changsheng Zhao, Haozhe Liu +16 · 11 voices
   #cs.LG #cs.AI
3. End-to-End Temporal Action Detection with 1B Parameters Across 1000 Frames
   2023/11/28 by Shuming Liu, Chen-Lin Zhang, Liu, Shuming +5 · 7 citations
   Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications
4. Re²TAL: Rewiring Pretrained Video Backbones for Reversible Temporal Action Localization
   2022/11/25 by Chen Zhao, Shuming Liu, Zhao, Chen +5 · 5 citations
   Computer Science · Medicine · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimedia (cs.MM) #Stroke Rehabilitation and Recovery
5. Optimizing LLM Queries in Relational Data Analytics Workloads
   2024/03/09 by Shuming Liu, A. Biswal, Liu, Shu +16 · 5 citations
   Computer Science · #Advanced Database Systems and Queries #Data Mining Algorithms and Applications #Databases (cs.DB) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Semantic Web and Ontologies
6. ColorMAE: Exploring data-independent masking strategies in Masked AutoEncoders
   2024/07/17 by Carlos Hinojosa, Shuming Liu, Hinojosa, Carlos +3 · 3 citations
   Physics and Astronomy · Psychology · #Artificial Intelligence (cs.AI) #Color Science and Applications #Color perception and design #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
7. Look, Listen, and Attack: Backdoor Attacks Against Video Action Recognition
   2023/01/03 by Hasan Abed Al Kader Hammoud, Hammoud, Hasan Abed Al Kader, Shuming Liu +6 · 1 citation
   Computer Science · #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
8. Not All Steps are Created Equal: Selective Diffusion Distillation for Image Manipulation
   2023/07/17 by Luozhou Wang, Shuai Yang, Wang, Luozhou +5 · 1 citation
   Computer Science · Engineering · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Image Processing Techniques and Applications
9. A Natural Primal-Dual Hybrid Gradient Method for Adversarial Neural Network Training on Solving Partial Differential Equations
   2024/11/09 by Shuming Liu, Stanley Osher, Liu, Shu +3 · 2 citations
   Physics and Astronomy · #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Numerical Analysis (math.NA) #Optimization and Control (math.OC)
10. Novel and shared neoantigen derived from histone 3 variant H3.3K27M mutation for glioma T cell therapy
    2017/12/04 by Zinal Chheda, Zinal S. Chheda, Gary Kohanbash +27 · 25 citations
    Medicine · Immunology and Microbiology · #CAR-T cell therapy research #Immunotherapy and Immune Responses #Immune Cell Function and Interaction
11. Boundary-Denoising for Video Activity Localization
    2023/04/06 by Mengmeng Xu, Mattia Soldan, Xu, Mengmeng +9 · 1 citation
    Computer Science · #Human Pose and Action Recognition #Anomaly Detection Techniques and Applications #Video Surveillance and Tracking Methods