Ruixuan Li
- Towards Efficient Replay in Federated Incremental Learning
2024/03/09 by Yichen Li, Li, Yichen, Qunwei Li +9 · 9 citations
Computer Science · #Privacy-Preserving Technologies in Data
- Margin-Based Few-Shot Class-Incremental Learning with Class-Level Overfitting Mitigation
2022/10/10 by Yixiong Zou, Zou, Yixiong, Shanghang Zhang +5 · 4 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Cancer-related molecular mechanisms research #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning and ELM
- FR: Folded Rationalization with a Unified Encoder
2022/09/17 by Wei Liu, Liu, Wei, Haozhao Wang +9 · 3 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
- MGR: Multi-generator Based Rationalization
2023/05/08 by Wei Liu, Liu, Wei, Haozhao Wang +11 · 3 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Handwritten Text Recognition Techniques
- D-Separation for Causal Self-Explanation
2023/09/23 by Wei Liu, Liu, Wei, Jun Wang +11 · 3 citations
Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Bayesian Modeling and Causal Inference #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences
- Unleashing the Power of Continual Learning on Non-Centralized Devices: A Survey
2024/12/18 by Yichen Li, Li, Yichen, Wang, Haozhao +20 · 5 citations
Computer Science · Engineering · #Distributed #Energy Efficient Wireless Sensor Networks #FOS: Computer and information sciences #IoT-based Smart Home Systems #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
- Decoupling Representation and Knowledge for Few-Shot Intent Classification and Slot Filling
2023/12/21 by Jie Han, Yixiong Zou, Han, Jie +13 · 1 citation
Computer Science · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #Anomaly Detection Techniques and Applications
- Adversarial Cooperative Rationalization: The Risk of Spurious Correlations in Even Clean Datasets
2025/05/04 by Wei Liu, Zhongyu Niu, Liu, Wei +11 · 2 citations
Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
- Collaborative Inference and Learning between Edge SLMs and Cloud LLMs: A Survey of Algorithms, Execution, and Open Challenges
2025/07/22 by Senyang Li, Li, Senyao, Wenchao Xu +14 · 4 citations
Computer Science · #IoT and Edge/Fog Computing #Big Data and Digital Economy #Advanced Neural Network Applications
- A Systematic Survey on Federated Sequential Recommendation
2025/02/19 by Yichen Li, Li, Yichen, Qin, Qiyu +11 · 1 citation
Computer Science · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Machine Learning in Healthcare #Privacy-Preserving Technologies in Data #Recommender Systems and Techniques
- FastCache: Optimizing Multimodal LLM Serving through Lightweight KV-Cache Compression Framework
2025/03/11 by Hang Wu, Zhu, Jianian, Wu, Hang +10 · 1 citation
Computer Science · #Algorithms and Data Compression #Distributed #FOS: Computer and information sciences #Multimedia (cs.MM) #Natural Language Processing Techniques #Parallel #Speech and dialogue systems #and Cluster Computing (cs.DC)
- FedGIG: Graph Inversion from Gradient in Federated Learning
2024/12/24 by Tianzhe Xiao, Xiao, Tianzhe, Yichen Li +7 · 1 citation
Computer Science · #Advanced Graph Neural Networks #Privacy-Preserving Technologies in Data #Recommender Systems and Techniques
- QuantWAMs: Calibrating at the Right Granularity for World Action Models
2026/07/30 by Jiacheng Zhou, Jinfan Lv, Ruixuan Li +4
Computer Science · #cs.AI #cs.LG
- Alleviating Regional Shortcuts for Few-Shot Class-Incremental Learning
2026/07/24 by Haichen Zhou, Yazhe Lyu, Yixiong Zou +2
#cs.CV