Xingxing Zhang
- LongNet: Scaling Transformers to 1,000,000,000 Tokens
2023/07/05 by Jiayu Ding, Shuming Ma, Ding, Jiayu +13 · 7 voices · 26 citations
Computer Science · #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling #cs.CL #cs.LG
- BitNet b1.58 2B4T Technical Report
2025/04/16 by Shuming Ma, Hongyu Wang, Ma, Shuming +14 · 10 voices · 13 citations
Computer Science · #Advanced Neural Network Applications #Big Data and Digital Economy #Natural Language Processing Techniques #cs.CL #cs.LG
- A Comprehensive Survey of Continual Learning: Theory, Method and Application
2023/01/31 by Liyuan Wang, Xingxing Zhang, Wang, Liyuan +5 · 130 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
- MathScale: Scaling Instruction Tuning for Mathematical Reasoning
2024/03/05 by Zhengyang Tang, Tang, Zhengyang, Xingxing Zhang +5 · 32 citations
Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Machine Learning (cs.LG) #Mathematics Education and Teaching Techniques
- Hierarchical Decomposition of Prompt-Based Continual Learning: Rethinking Obscured Sub-optimality
2023/10/11 by Liyuan Wang, Jingyi Xie, Wang, Liyuan +9 · 17 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
- Sentence Simplification with Deep Reinforcement Learning
2017/03/31 by Xingxing Zhang, Mirella Lapata, Zhang, Xingxing +1 · 9 citations
Computer Science · #Text Readability and Simplification #Natural Language Processing Techniques #Topic Modeling
- Synthetic Data (Almost) from Scratch: Generalized Instruction Tuning for Language Models
2024/02/20 by Haoran Li, Qingxiu Dong, Li, Haoran +36 · 15 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
- HIBERT: Document Level Pre-training of Hierarchical Bidirectional Transformers for Document Summarization
2019/05/16 by Xingxing Zhang, Zhang, Xingxing, Furu Wei +3 · 5 citations
Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
- Think Only When You Need with Large Hybrid-Reasoning Models
2025/05/20 by Lingjie Jiang, Jiang, Lingjie, X. J. Wu +17 · 18 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Semantic Web and Ontologies
- Preference Optimization for Reasoning with Pseudo Feedback
2024/11/25 by Jiao, Fangkai, Guo, Geyang, Xingxing Zhang +7 · 8 citations
Decision Sciences · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multi-Criteria Decision Making
- Attention Temperature Matters in Abstractive Summarization Distillation
2021/06/07 by Shengqiang Zhang, Xingxing Zhang, Zhang, Shengqiang +5 · 2 citations
Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Overcoming Recency Bias of Normalization Statistics in Continual Learning: Balance and Adaptation
2023/10/13 by Yilin Lyu, Lyu, Yilin, Liyuan Wang +11 · 2 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #Human Pose and Action Recognition
- Hierarchical Prototype Learning for Zero-Shot Recognition
2019/10/24 by Xingxing Zhang, Zhang, Xingxing, Shupeng Gui +7 · 1 citation
Computer Science · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Viral Infections and Outbreaks Research
- Just Noticeable Difference for Deep Machine Vision
2021/09/16 by Jian Jin, Xingxing Zhang, Xin Fu +4 · 1 citation
Computer Science · #Adversarial Robustness in Machine Learning #Digital Media Forensic Detection #Advanced Image Processing Techniques
- HiDe-PET: Continual Learning via Hierarchical Decomposition of Parameter-Efficient Tuning
2024/07/07 by Liyuan Wang, Jingyi Xie, Wang, Liyuan +7 · 2 citations
Medicine · Physics and Astronomy · #Medical Imaging Techniques and Applications #Radiation Detection and Scintillator Technologies
- ManiBox: Enhancing Embodied Spatial Generalization via Scalable Simulation Data Generations
2024/11/04 by Hengkai Tan, XU Xue-zhou, Tan, Hengkai +15 · 2 citations
Engineering · Computer Science · #Human Motion and Animation #Robotics and Automated Systems #Augmented Reality Applications
- Advancing Prompt-Based Methods for Replay-Independent General Continual Learning
2025/03/02 by Zhiqi Kang, Liyuan Wang, Kang, Zhiqi +5 · 3 citations
Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Geophysical Methods and Applications
- WildLong: Synthesizing Realistic Long-Context Instruction Data at Scale
2025/02/23 by Jiaxi Li, Xingxing Zhang, Li, Jiaxi +15 · 2 citations
Computer Science · #Online Learning and Analytics
- PEAC: Unsupervised Pre-training for Cross-Embodiment Reinforcement Learning
2024/05/23 by Chengyang Ying, Zhongkai Hao, Ying, Chengyang +11 · 1 citation
Computer Science · #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics
- RedStone: Curating General, Code, Math, and QA Data for Large Language Models
2024/12/04 by Yaoyao Chang, Lei Cui, Chang, Yaoyao +29 · 1 citation
Computer Science · #Natural Language Processing Techniques #Topic Modeling