Lei Liang

1. Every FLOP Counts: Scaling a 300B Mixture-of-Experts LING LLM without Premium GPUs
   2025/03/07 by Ling Team, Binwei Zeng, Chao Huang +144 · 10 voices · 5 citations
   #cs.LG #cs.AI #cs.CL
2. KAG: Boosting LLMs in Professional Domains via Knowledge Augmented Generation
   2024/09/10 by Lei Liang, Liang, Lei, Mengshu Sun +31 · 18 citations
   Computer Science · #Semantic Web and Ontologies
3. Retrieve, Summarize, Plan: Advancing Multi-hop Question Answering with an Iterative Approach
   2024/07/18 by Zhouyu Jiang, Mengshu Sun, Jiang, Zhouyu +5 · 14 citations
   Computer Science · #Topic Modeling #Multimodal Machine Learning Applications
4. Integrated metagenomic and metabolomic analysis reveals distinct gut-microbiome-derived phenotypes in early-onset colorectal cancer
   2022/08/11 by Cheng Kong, Lei Liang, Guang Liu +6 · 27 citations
   Biochemistry, Genetics and Molecular Biology · Medicine · #Gut microbiota and health #Metabolomics and Mass Spectrometry Studies #Ferroptosis and cancer prognosis
5. An Adaptive Placement and Parallelism Framework for Accelerating RLHF Training
   2023/12/19 by Youshao Xiao, Zhenglei Zhou, Xiao, Youshao +15 · 5 citations
   Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Machine Learning (cs.LG) #Teleoperation and Haptic Systems
6. OneKE: A Dockerized Schema-Guided LLM Agent-based Knowledge Extraction System
   2024/12/28 by Yujie Luo, Luo, Yujie, Xiangyuan Ru +22 · 7 citations
   Computer Science · #Semantic Web and Ontologies
7. Multi-domain Knowledge Graph Collaborative Pre-training and Prompt Tuning for Diverse Downstream Tasks
   2024/05/21 by Yichi Zhang, Binbin Hu, Zhang, Yichi +15 · 3 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning
8. TrustUQA: A Trustful Framework for Unified Structured Data Question Answering
   2024/06/27 by Wen Zhang, Long Jin, Zhang, Wen +15 · 3 citations
   Computer Science · Social Sciences · #Access Control and Trust #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
9. OneEdit: A Neural-Symbolic Collaboratively Knowledge Editing System
   2024/09/09 by Ningyu Zhang, Zekun Xi, Zhang, Ningyu +25 · 2 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Databases (cs.DB) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Neural Networks and Applications #Semantic Web and Ontologies
10. Similarity is Not All You Need: Endowing Retrieval Augmented Generation with Multi Layered Thoughts
    2024/05/30 by Chunjing Gan, Gan, Chunjing, Dan Yang +21 · 2 citations
    Computer Science · Psychology · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Educational Games and Gamification #FOS: Computer and information sciences #Innovative Teaching and Learning Methods #Intelligent Tutoring Systems and Adaptive Learning #Machine Learning (cs.LG)
11. AntDT: A Self-Adaptive Distributed Training Framework for Leader and Straggler Nodes
    2024/04/15 by Youshao Xiao, Xiao, Youshao, Lin Ju +19 · 1 citation
    Computer Science · #Distributed #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
12. OneGen: Efficient One-Pass Unified Generation and Retrieval for LLMs
    2024/09/08 by Jintian Zhang, Peng Cheng, Zhang, Jintian +15 · 1 citation
    Computer Science · #Advanced Data Storage Technologies #Algorithms and Data Compression #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Databases (cs.DB) #Digital Rights Management and Security #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG)
13. Knowledge-Augmented Long-CoT Generation for Complex Biomolecular Reasoning
    2025/11/11 by Lyu, Tianwen, Xiang Zhuang, Zhuang, Xiang +11 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning in Bioinformatics #Topic Modeling
14. Improving Natural Language Understanding for LLMs via Large-Scale Instruction Synthesis
    2025/02/06 by Lin Yuan, Yuan, Lin, Jun Xu +11 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Natural Language Processing Techniques #Text Readability and Simplification
15. SciCUEval: A Comprehensive Dataset for Evaluating Scientific Context Understanding in Large Language Models
    2025/05/21 by Jing Yu, Yuqi Tang, Yu, Jing +19 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling