Yinghui Li
- Large Language Models Meet NLP: A Survey
2024/05/21 by Libo Qin, Qin, Libo, Qiguang Chen +15 · 25 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
- Natural Language Understanding and Inference with MLLM in Visual Question Answering: A Survey
2024/11/26 by Jiayi Kuang, Kuang, Jiayi, Jingyou Xie +15 · 29 citations
Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Speech and dialogue systems #Text and Document Classification Technologies
- Benchmarking Multimodal Retrieval Augmented Generation with Dynamic VQA Dataset and Self-adaptive Planning Agent
2024/11/05 by Yangning Li, Yinghui Li, Li, Yangning +19 · 21 citations
Computer Science · Decision Sciences · #Advanced Computational Techniques and Applications #Computation and Language (cs.CL) #Diverse Interdisciplinary Research Innovations #FOS: Computer and information sciences #Neural Networks and Applications
- Let LLMs Take on the Latest Challenges! A Chinese Dynamic Question Answering Benchmark
2024/02/29 by Zhikun Xu, Yinghui Li, Xu, Zhikun +17 · 8 citations
Arts and Humanities · Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling #Translation Studies and Practices
- When LLMs Meet Cunning Texts: A Fallacy Understanding Benchmark for Large Language Models
2024/02/16 by Yinghui Li, Qingyu Zhou, Li, Yinghui +13 · 7 citations
Computer Science · Social Sciences · #Artificial Intelligence in Law #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques
- Multilingual Large Language Model: A Survey of Resources, Taxonomy and Frontiers
2024/04/07 by Libo Qin, Qin, Libo, Qiguang Chen +15 · 7 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Linguistic Rules-Based Corpus Generation for Native Chinese Grammatical Error Correction
2022/10/19 by Shirong Ma, Yinghui Li, Ma, Shirong +21 · 4 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
- Are we ready for a new paradigm shift? A Survey on Visual Deep MLP
2021/11/07 by Ruiyang Liu, Yinghui Li, Liu, Ruiyang +7 · 4 citations
Engineering · Computer Science · #Advanced Memory and Neural Computing #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications
- Cold-Start Recommendation towards the Era of Large Language Models (LLMs): A Comprehensive Survey and Roadmap
2025/01/03 by Wei Zhang, Yuanchen Bei, Zhang, Weizhi +32 · 7 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Topic Modeling
- Towards Real-World Writing Assistance: A Chinese Character Checking Benchmark with Faked and Misspelled Characters
2023/11/19 by Yinghui Li, Li, Yinghui, Zishan Xu +17 · 4 citations
Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Multimedia (cs.MM) #Natural Language Processing Techniques #Topic Modeling
- DAST: Context-Aware Compression in LLMs via Dynamic Allocation of Soft Tokens
2025/02/17 by Shaoshen Chen, Yangning Li, Chen, Shaoshen +11 · 6 citations
Computer Science · Social Sciences · #Distributed and Parallel Computing Systems #Peer-to-Peer Network Technologies #Access Control and Trust
- Embracing Ambiguity: Improving Similarity-oriented Tasks with Contextual Synonym Knowledge
2022/11/20 by Yangning Li, Li, Yangning, Jiaoyan Chen +9 · 2 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
- Molecular simulation study of interfacial tension reduction and oil detachment in nanochannels by Surface-modified silica nanoparticles
2021/02/24 by Chuncheng Li, Yinghui Li, Hui Pu · 5 citations
Engineering · #Enhanced Oil Recovery Techniques #Hydrocarbon exploration and reservoir analysis #Hydraulic Fracturing and Reservoir Analysis
- SeqGPT: An Out-of-the-box Large Language Model for Open Domain Sequence Understanding
2023/08/21 by Tianyu Yu, Chengyue Jiang, Yu, Tianyu +27 · 3 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
- Learning from the Dictionary: Heterogeneous Knowledge Guided Fine-tuning for Chinese Spell Checking
2022/10/19 by Yinghui Li, Shirong Ma, Li, Yinghui +17 · 2 citations
Arts and Humanities · Computer Science · Psychology · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Phonetics and Phonology Research #Subtitles and Audiovisual Media
- A Frustratingly Easy Plug-and-Play Detection-and-Reasoning Module for Chinese Spelling Check
2023/10/13 by Haojing Huang, Jingheng Ye, Huang, Haojing +11 · 2 citations
Computer Science · #Natural Language Processing Techniques #Text Readability and Simplification #Handwritten Text Recognition Techniques
- One Example Shown, Many Concepts Known! Counterexample-Driven Conceptual Reasoning in Mathematical LLMs
2025/02/12 by Yinghui Li, Jiayi Kuang, Li, Yinghui +23 · 6 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mathematics, Computing, and Information Processing
- Experience-Learning Inspired Two-Step Reward Method for Efficient Legged Locomotion Learning Towards Natural and Robust Gaits
2024/01/22 by Yinghui Li, Li, Yinghui, Jinze Wu +7 · 1 citation
Engineering · Medicine · Veterinary · #Animal Behavior and Welfare Studies #FOS: Computer and information sciences #Robotic Locomotion and Control #Robotics (cs.RO) #Virology and Viral Diseases
- The Spectrum of Diverse Disease-Resistance Genes Cloned and Characterized in the Triticeae Tribe
2025/06/16 by Yinghui Li, Liubov Govta, Yi-Chang Sung +3 · 2 citations
Agricultural and Biological Sciences · #Wheat and Barley Genetics and Pathology #Plant-Microbe Interactions and Immunity #Mycotoxins in Agriculture and Food
- Contextual Similarity is More Valuable than Character Similarity: An Empirical Study for Chinese Spell Checking
2022/07/17 by Ding Zhang, Yinghui Li, Zhang, Ding +11 · 1 citation
Arts and Humanities · Computer Science · Psychology · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Second Language Acquisition and Learning #Translation Studies and Practices
- From Retrieval to Generation: Efficient and Effective Entity Set Expansion
2023/04/07 by Shulin Huang, Shirong Ma, Huang, Shulin +7 · 1 citation
Computer Science · #Topic Modeling #Text and Document Classification Technologies #Natural Language Processing Techniques
- MDIT: A Model-free Data Interpolation Method for Diverse Instruction Tuning
2025/04/09 by Yangning Li, Li, Yangning, Lv Qingsong +6 · 3 citations
Computer Science · #Video Analysis and Summarization
- Vision, Deduction and Alignment: An Empirical Study on Multi-modal Knowledge Graph Alignment
2023/02/17 by Yangning Li, Jiaoyan Chen, Li, Yangning +9 · 1 citation
Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Multimedia (cs.MM) #Multimodal Machine Learning Applications #Topic Modeling
- Exploring the Implicit Semantic Ability of Multimodal Large Language Models: A Pilot Study on Entity Set Expansion
2024/12/31 by Hebin Wang, Wang, Hebin, Yangning Li +9 · 2 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Advanced Graph Neural Networks
- FastCache: Optimizing Multimodal LLM Serving through Lightweight KV-Cache Compression Framework
2025/03/11 by Hang Wu, Zhu, Jianian, Wu, Hang +10 · 1 citation
Computer Science · #Algorithms and Data Compression #Distributed #FOS: Computer and information sciences #Multimedia (cs.MM) #Natural Language Processing Techniques #Parallel #Speech and dialogue systems #and Cluster Computing (cs.DC)
- Thinking in Video: Can Video Generators Really Reason About the Real World?
2026/07/20 by Yongheng Zhang, Guang Yang, Ruihan Hou +12
#cs.CV #cs.AI #cs.CL
- TopoAgent: A Self-Evolving Topological Agent for Multimodal Scientific Reasoning
2026/07/16 by Mingze Xu, Yinghui Li, Jiayi Kuang +5
#cs.AI