Xiaoze Liu

1. SaySelf: Teaching LLMs to Express Confidence with Self-Reflective Rationales
   2024/05/31 by Tianyang Xu, Xu, Tianyang, Shujin Wu +11 · 1 voice · 22 citations
   Social Sciences · #Artificial Intelligence in Law #Legal Education and Practice Innovations
2. Survey on Factuality in Large Language Models: Knowledge, Retrieval and Domain-Specificity
   2023/10/11 by Cunxiang Wang, Xiaoze Liu, Wang, Cunxiang +28 · 16 citations
   Computer Science · Social Sciences · #Computation and Language (cs.CL) #Computational and Text Analysis Methods #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
3. Knowledge Graphs Meet Multi-Modal Learning: A Comprehensive Survey
   2024/02/08 by Zhuo Chen, Yichi Zhang, Chen, Zhuo +27 · 9 citations
   Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Cognitive Computing and Networks #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Text and Document Classification Technologies
4. SHIELD: Evaluation and Defense Strategies for Copyright Compliance in LLM Text Generation
   2024/06/18 by Xiaoze Liu, Ting Sun, Liu, Xiaoze +11 · 8 citations
   Computer Science · #Digital Rights Management and Security
5. CausalEval: Towards Better Causal Reasoning in Language Models
   2024/10/22 by Lu Yu, Yu, Longxuan, Delin Chen +15 · 10 citations
   Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Data Quality and Management #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
6. Towards Federated RLHF with Aggregated Client Preference for LLMs
   2024/07/03 by Feijie Wu, Wu, Feijie, Xiaoze Liu +7 · 4 citations
   Computer Science · #Cloud Data Security Solutions #Computation and Language (cs.CL) #Cryptography and Data Security #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Privacy-Preserving Technologies in Data #and Cluster Computing (cs.DC)
7. The Vision Wormhole: Latent-Space Communication in Heterogeneous Multi-Agent Systems
   2026/02/17 by Xiaoze Liu, Ruowang Zhang, Weichen Yu +7 · 1 voice
   #cs.CL #cs.CV #cs.LG
8. Quiver: Supporting GPUs for Low-Latency, High-Throughput GNN Serving with Workload Awareness
   2023/05/18 by Zeyuan Tan, Xiulong Yuan, Tan, Zeyuan +17 · 1 citation
   Computer Science · Engineering · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG) #Operating Systems (cs.OS) #Parallel #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)