Xinze Li

1. MMLongBench-Doc: Benchmarking Long-context Document Understanding with Visualizations
   2024/07/01 by Yubo Ma, Ma, Yubo, Yuhang Zang +29 · 36 citations
   Computer Science · #Natural Language Processing Techniques #Topic Modeling #Semantic Web and Ontologies
2. Long Context vs. RAG for LLMs: An Evaluation and Revisits
   2024/12/27 by Xinze Li, Li, Xinze, Yixin Cao +5 · 1 voice · 3 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #cs.CL
3. Structure-Aware Language Model Pretraining Improves Dense Retrieval on Structured Data
   2023/05/31 by Xinze Li, Zhenghao Liu, Li, Xinze +11 · 6 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques #Advanced Graph Neural Networks
4. RAG-DDR: Optimizing Retrieval-Augmented Generation Using Differentiable Data Rewards
   2024/10/17 by Xinze Li, Sen Mei, Li, Xinze +21 · 8 citations
   Computer Science · #Advanced Image and Video Retrieval Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Metaheuristic Optimization Algorithms Research
5. Towards Verifiable Generation: A Benchmark for Knowledge-aware Language Model Attribution
   2023/10/09 by Xinze Li, Yixin Cao, Li, Xinze +7 · 3 citations
   Computer Science · Biochemistry, Genetics and Molecular Biology · #Topic Modeling #Natural Language Processing Techniques #Biomedical Text Mining and Ontologies
6. MARVEL: Unlocking the Multi-Modal Capability of Dense Retrieval via Visual Module Plugin
   2023/10/21 by Tianshuo Zhou, Zhou, Tianshuo, Sen Mei +13 · 3 citations
   Computer Science · #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques #Domain Adaptation and Few-Shot Learning
7. RankCoT: Refining Knowledge for Retrieval-Augmented Generation through Ranking Chain-of-Thoughts
   2025/02/25 by Mingyan Wu, Zhenghao Liu, Wu, Mingyan +13 · 5 citations
   Computer Science · #AI in Service Interactions #Computation and Language (cs.CL) #FOS: Computer and information sciences #Recommender Systems and Techniques #Semantic Web and Ontologies
8. Say More with Less: Understanding Prompt Learning Behaviors through Gist Compression
   2024/02/25 by Xinze Li, Zhenghao Liu, Li, Xinze +11 · 2 citations
   Psychology · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Innovative Teaching and Learning Methods
9. Physics-Informed Autonomous LLM Agents for Explainable Power Electronics Modulation Design
   2024/11/21 by Junhua Liu, Liu, Junhua, Fanfan Lin +7 · 2 citations
   Engineering · #Artificial Intelligence (cs.AI) #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #Induction Heating and Inverter Technology
10. Building A Coding Assistant via the Retrieval-Augmented Language Model
    2024/10/21 by Xinze Li, Hanbin Wang, Li, Xinze +15 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques
11. PE-GPT: A Physics-Informed Interactive Large Language Model for Power Converter Modulation Design
    2024/03/21 by Fanfan Lin, Junhua Liu, Lin, Fanfan +11 · 1 citation
    Engineering · #FOS: Electrical engineering #Multilevel Inverters and Converters #Systems and Control (eess.SY) #electronic engineering #information engineering
12. Lyapunov Guidance: A Unified Framework for Stabilizing Generative Flows
    2026/07/15 by Jingdong Zhang, Xinze Li, Yize Jiang +3
    #cs.LG #math.DS #math.OC