Huang, Xiaolong

1. Improving Text Embeddings with Large Language Models
   2023/12/31 by Liang Wang, Wang, Liang, Nan Yang +9 · 4 voices · 60 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques #Hate Speech and Cyberbullying Detection
2. Text Embeddings by Weakly-Supervised Contrastive Pre-training
   2022/12/07 by Wang, Liang, Yang, Nan, Huang, Xiaolong +5 · 218 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
3. Multilingual E5 Text Embeddings: A Technical Report
   2024/02/08 by Liang Wang, Nan Yang, Wang, Liang +9 · 83 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
4. Synthetic Data (Almost) from Scratch: Generalized Instruction Tuning for Language Models
   2024/02/20 by Haoran Li, Li, Haoran, Qingxiu Dong +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
5. UI-TARS-2 Technical Report: Advancing GUI Agent with Multi-Turn Reinforcement Learning
   2025/09/02 by Haoming Wang, Wang, Haoming, Haoyang Zou +201 · 50 citations
   Computer Science · Psychology · Engineering · #Context-Aware Activity Recognition Systems #Social Robot Interaction and HRI #Robotics and Automated Systems
6. Scaling Laws of Synthetic Data for Language Models
   2025/03/25 by Qin, Zeyu, Dong, Qingxiu, Zhang, Xingxing +10 · 21 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
7. SimLM: Pre-training with Representation Bottleneck for Dense Passage Retrieval
   2022/07/06 by Wang, Liang, Yang, Nan, Huang, Xiaolong +5 · 4 citations
   #FOS: Computer and information sciences #Information Retrieval (cs.IR)
8. Chain-of-Retrieval Augmented Generation
   2025/01/24 by Liang Wang, Wang, Liang, Haonan Chen +9 · 10 citations
   Computer Science · #Advanced Image and Video Retrieval Techniques #Algorithms and Data Compression #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Speech and dialogue systems
9. MuLoCo: Muon is a practical inner optimizer for DiLoCo
   2025/05/29 by Benjamin Therien, Xiaolong Huang, Thérien, Benjamin +6 · 9 citations
   Computer Science · Materials Science · #Big Data and Digital Economy #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science #Topic Modeling
10. LexMAE: Lexicon-Bottlenecked Pretraining for Large-Scale Retrieval
    2022/08/31 by Shen, Tao, Geng, Xiubo, Tao, Chongyang +5 · 2 citations
    #FOS: Computer and information sciences #Information Retrieval (cs.IR)
11. Large Search Model: Redefining Search Stack in the Era of LLMs
    2023/10/23 by Wang, Liang, Yang, Nan, Huang, Xiaolong +3 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
12. Optimal Low-Latency Network Topologies for Cluster Performance Enhancement
    2019/04/01 by Deng, Yuefan, Guo, Meng, Ramos, Alexandre F. +3 · 1 citation
    #FOS: Computer and information sciences #Networking and Internet Architecture (cs.NI)
13. Socially-Aware Multi-Agent Following with 2D Laser Scans via Deep Reinforcement Learning and Potential Field
    2021/09/04 by Cui, Yuxiang, Huang, Xiaolong, Wang, Yue +1 · 1 citation
    #FOS: Computer and information sciences #Robotics (cs.RO)
14. Learning Observation-Based Certifiable Safe Policy for Decentralized Multi-Robot Navigation
    2021/09/16 by Cui, Yuxiang, Lin, Longzhong, Huang, Xiaolong +3 · 1 citation
    #FOS: Computer and information sciences #Robotics (cs.RO)
15. 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
16. Research Artifacts in Software Engineering Publications: Status and Trends
    2024/04/10 by Mugeng Liu, Xiao‐Long Huang, Liu, Mugeng +13 · 1 citation
    Computer Science · #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Engineering Techniques and Practices
17. One Step Learning, One Step Review
    2024/01/19 by Xiaolong Huang, Huang, Xiaolong, Qiankun Li +5 · 1 citation
    Computer Science · #Advanced Neural Network Applications #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