Qianhui Wu

1. LongLLMLingua: Accelerating and Enhancing LLMs in Long Context Scenarios via Prompt Compression
   2023/10/10 by Huiqiang Jiang, Jiang, Huiqiang, Qianhui Wu +11 · 75 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
2. MInference 1.0: Accelerating Pre-filling for Long-Context LLMs via Dynamic Sparse Attention
   2024/07/02 by Huiqiang Jiang, Yucheng Li, Jiang, Huiqiang +21 · 94 citations
   Engineering · Medicine · #Advancements in Photolithography Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Innovative Microfluidic and Catalytic Techniques Innovation #Machine Learning (cs.LG) #Medical Imaging Techniques and Applications
3. LLMLingua-2: Data Distillation for Efficient and Faithful Task-Agnostic Prompt Compression
   2024/03/19 by Zhuoshi Pan, Pan, Zhuoshi, Qianhui Wu +23 · 65 citations
   Computer Science · #Algorithms and Data Compression #Computation and Language (cs.CL) #Computational Physics and Python Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel Computing and Optimization Techniques
4. LLMLingua: Compressing Prompts for Accelerated Inference of Large Language Models
   2023/10/09 by Huiqiang Jiang, Jiang, Huiqiang, Qianhui Wu +7 · 49 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech Recognition and Synthesis
5. Magma: A Foundation Model for Multimodal AI Agents
   2025/02/18 by Jianwei Yang, Reuben Tan, Yang, Jianwei +23 · 67 citations
   Computer Science · #Multi-Agent Systems and Negotiation #Semantic Web and Ontologies
6. Changes in contact patterns shape the dynamics of the COVID-19 outbreak in China
   2020/04/29 by Juanjuan Zhang, Maria Litvinova, Yuxia Liang +9 · 18 citations
   Mathematics · Medicine · #COVID-19 epidemiological studies #SARS-CoV-2 and COVID-19 Research #Viral Infections and Outbreaks Research
7. On Memory Construction and Retrieval for Personalized Conversational Agents
   2025/02/08 by Zhuoshi Pan, Qianhui Wu, Pan, Zhuoshi +19 · 22 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Recommender Systems and Techniques #Speech and dialogue systems #Topic Modeling
8. Evolving epidemiology and transmission dynamics of coronavirus disease 2019 outside Hubei province, China: a descriptive and modelling study
   2020/04/02 by Juanjuan Zhang, Maria Litvinova, Wei Wang +25 · 11 citations
   Mathematics · Medicine · #COVID-19 epidemiological studies #SARS-CoV-2 and COVID-19 Research #SARS-CoV-2 detection and testing
9. GUI-Actor: Coordinate-Free Visual Grounding for GUI Agents
   2025/06/03 by Qianhui Wu, Kanzhi Cheng, Wu, Qianhui +32 · 29 citations
   Computer Science · #Multimodal Machine Learning Applications #Robotic Path Planning Algorithms #Gaze Tracking and Assistive Technology
10. SCBench: A KV Cache-Centric Analysis of Long-Context Methods
    2024/12/13 by Yucheng Li, Li, Yucheng, Huiqiang Jiang +19 · 13 citations
    Computer Science · #Anomaly Detection Techniques and Applications #Computation and Language (cs.CL) #Context-Aware Activity Recognition Systems #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG)
11. Mitigate Position Bias in Large Language Models via Scaling a Single Dimension
    2024/06/04 by Yijiong Yu, Huiqiang Jiang, Yu, Yijiong +15 · 8 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
12. MMInference: Accelerating Pre-filling for Long-Context VLMs via Modality-Aware Permutation Sparse Attention
    2025/04/22 by Yucheng Li, Huiqiang Jiang, Li, Yucheng +19 · 16 citations
    Computer Science · Engineering · Medicine · #Advanced Fiber Optic Sensors #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Reservoir Computing #Retinal Imaging and Analysis
13. Decomposed Meta-Learning for Few-Shot Named Entity Recognition
    2022/04/12 by Tingting Ma, Ma, Tingting, Huiqiang Jiang +7 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text and Document Classification Technologies #Topic Modeling
14. AdvPicker: Effectively Leveraging Unlabeled Data via Adversarial Discriminator for Cross-Lingual NER
    2021/06/04 by Weile Chen, Chen, Weile, Huiqiang Jiang +7 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
15. OpenForgeRL: Train Harness-native Agents in Any Environment
    2026/07/23 by Xiao Yu, Baolin Peng, Ruize Xu +7
    #cs.AI #cs.CL