Mingzhe Li

1. Injecting Domain-Specific Knowledge into Large Language Models: A Comprehensive Survey
   2025/02/15 by Song, Zirui, Bin Yan, Yan, Bin +10 · 16 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques
2. Target-aware Abstractive Related Work Generation with Contrastive Learning
   2022/05/26 by Xiuying Chen, Chen, Xiuying, Hind Alamro +11 · 5 citations
   Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #Expert finding and Q&A systems #FOS: Computer and information sciences #Topic Modeling
3. PAPILLON: Efficient and Stealthy Fuzz Testing-Powered Jailbreaks for LLMs
   2024/09/23 by Xueluan Gong, Gong, Xueluan, Mingzhe Li +13 · 9 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Advanced Malware Detection Techniques #Software Testing and Debugging Techniques
4. ManipLVM-R1: Reinforcement Learning for Reasoning in Embodied Manipulation with Large Vision-Language Models
   2025/05/22 by Zirui Song, Song, Zirui, Mingzhe Li +22 · 13 citations
   Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Robot Manipulation and Learning #Robotics (cs.RO)
5. Direct Visualization of an Incommensurate Unidirectional Charge Density Wave in La₄Ni₃O₁₀
   2025/01/31 by Mingzhe Li, Li, Mingzhe, Jiashuo Gong +23 · 6 citations
   Engineering · Physics and Astronomy · #Acoustic Wave Resonator Technologies #Atomic and Subatomic Physics Research #FOS: Physical sciences #Geophysics and Sensor Technology #Strongly Correlated Electrons (cond-mat.str-el) #Superconductivity (cond-mat.supr-con)
6. Towards Improving Faithfulness in Abstractive Summarization
   2022/10/04 by Xiuying Chen, Mingzhe Li, Chen, Xiuying +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
7. Advanced photocatalysts for uranium extraction: Elaborate design and future perspectives
   2022/05/18 by Tao Chen, Kaifu Yu, Changxue Dong +10 · 2 citations
   Chemistry · Energy · Environmental Science · #Advanced Photocatalysis Techniques #Chemical Synthesis and Characterization #Radioactive element chemistry and processing
8. Keywords and Instances: A Hierarchical Contrastive Learning Framework Unifying Hybrid Granularities for Text Generation
   2022/05/26 by Mingzhe Li, XieXiong Lin, Li, Mingzhe +19 · 1 citation
   Computer Science · #Advanced Text Analysis Techniques #Topic Modeling #Text and Document Classification Technologies
9. Thinking with Video: Video Generation as a Promising Multimodal Reasoning Paradigm
   2025/11/06 by Jingqi Tong, Yurong Mou, Tong, Jingqi +24 · 9 citations
   Computer Science · #Artificial Intelligence in Games #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
10. Multi-Semantic Fusion Model for Generalized Zero-Shot Skeleton-Based Action Recognition
    2023/09/18 by Mingzhe Li, Li, Ming-Zhe, Zhen Jia +7 · 1 citation
    Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Hand Gesture Recognition Systems #Human Pose and Action Recognition
11. Demonstration Selection for In-Context Learning via Reinforcement Learning
    2024/12/05 by Xubin Wang, Wang, Xubin, Jianfei Wu +9 · 2 citations
    Computer Science · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Data Stream Mining Techniques #FOS: Computer and information sciences #Reinforcement Learning in Robotics
12. Multi-Intent Attribute-Aware Text Matching in Searching
    2024/02/12 by Mingzhe Li, Li, Mingzhe, Xiuying Chen +15 · 1 citation
    Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #Data Management and Algorithms #FOS: Computer and information sciences #Web Data Mining and Analysis
13. Universal Catalyst Design Framework for Electrochemical Hydrogen Peroxide Synthesis Facilitated by Local Atomic Environment Descriptors
    2025/01/22 by Zhijian Liu, Liu, Zhijian, Yan Liu +22 · 1 citation
    Energy · Materials Science · Engineering · #Electrocatalysts for Energy Conversion #Machine Learning in Materials Science #Fuel Cells and Related Materials
14. AI Can Learn Scientific Taste
    2026/03/15 by Jingqi Tong, Mingzhe Li, Hangcheng Li +20 · 4 voices
    #cs.CL
15. MStableChain: Towards Multi-Native Stablecoins in EVM-Compatible Blockchain for Stable Fee and Mass Adoption
    2024/10/29 by Mingzhe Li, Bo Gao, Li, Mingzhe +15 · 1 citation
    Computer Science · #Blockchain Technology Applications and Security #Computational Engineering #FOS: Computer and information sciences #Finance #and Science (cs.CE)
16. Blockchain Data Analysis in the Era of Large-Language Models
    2024/12/09 by Kentaroh Toyoda, Xiao Wang, Toyoda, Kentaroh +9 · 1 citation
    Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #Data Quality and Management #FOS: Computer and information sciences #Topic Modeling