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Hongye Zheng

Identifiers

  • name variant Hongye Zheng 0.60 · backfill

Papers (22)

  1. Structured Gradient Guidance for Few-Shot Adaptation in Large Language Models cs.CL · 2025 · author #1
  2. Towards Robust Few-Shot Text Classification Using Transformer Architectures and Dual Loss Strategies cs.CL · 2025 · author #4
  3. Modeling Multi-Hop Semantic Paths for Recommendation in Heterogeneous Information Networks cs.IR · 2025 · author #1
  4. Context-Guided Dynamic Retrieval for Improving Generation Quality in RAG Models cs.CL · 2025 · author #5
  5. Pre-trained Language Models and Few-shot Learning for Medical Entity Extraction cs.CL · 2025 · author #5
  6. Semantic and Contextual Modeling for Malicious Comment Detection with BERT-BiLSTM cs.CL · 2025 · author #5
  7. A LongFormer-Based Framework for Accurate and Efficient Medical Text Summarization cs.CL · 2025 · author #5
  8. A Fine-Tuning Approach for T5 Using Knowledge Graphs to Address Complex Tasks cs.CL · 2025 · author #5
  9. A Hybrid Model for Few-Shot Text Classification Using Transfer and Meta-Learning cs.CL · 2025 · author #5
  10. Dynamic Adaptation of LoRA Fine-Tuning for Efficient and Task-Specific Optimization of Large Language Models cs.CL · 2025 · author #5
  11. Multi-Level Attention and Contrastive Learning for Enhanced Text Classification with an Optimized Transformer cs.CL · 2025 · author #5
  12. Feature Alignment-Based Knowledge Distillation for Efficient Compression of Large Language Models cs.CL · 2024 · author #5
  13. Optimizing Large Language Models with an Enhanced LoRA Fine-Tuning Algorithm for Efficiency and Robustness in NLP Tasks cs.CL · 2024 · author #5
  14. Integrative Analysis of Financial Market Sentiment Using CNN and GRU for Risk Prediction and Alert Systems cs.LG · 2024 · author #3
  15. Stock Type Prediction Model Based on Hierarchical Graph Neural Network cs.LG · 2024 · author #5
  16. Optimizing Multi-Task Learning for Enhanced Performance in Large Language Models cs.CL · 2024 · author #5
  17. Adaptive Optimization for Enhanced Efficiency in Large-Scale Language Model Training cs.AI · 2024 · author #5
  18. A Combined Encoder and Transformer Approach for Coherent and High-Quality Text Generation cs.CL · 2024 · author #6
  19. Advanced RAG Models with Graph Structures: Optimizing Complex Knowledge Reasoning and Text Generation cs.IR · 2024 · author #3
  20. Optimizing Retrieval-Augmented Generation with Elasticsearch for Enhanced Question-Answering Systems cs.IR · 2024 · author #3
  21. Reducing Bias in Deep Learning Optimization: The RSGDM Approach cs.LG · 2024 · author #2
  22. Adaptive Friction in Deep Learning: Enhancing Optimizers with Sigmoid and Tanh Function cs.LG · 2024 · author #1

Mentions

  • 2506.00726 #1 · arxiv_oai · confidence 0.70 Hongye Zheng
  • 2505.06145 #4 · arxiv_oai · confidence 0.70 Hongye Zheng
  • 2505.05989 #1 · arxiv_oai · confidence 0.70 Hongye Zheng
  • 2504.19436 #5 · arxiv_oai · confidence 0.70 Hongye Zheng
  • 2504.04385 #5 · arxiv_oai · confidence 0.70 Hongye Zheng
  • 2503.11084 #5 · arxiv_oai · confidence 0.70 Hongye Zheng
  • 2503.06888 #5 · arxiv_oai · confidence 0.70 Hongye Zheng
  • 2502.16484 #5 · arxiv_oai · confidence 0.70 Hongye Zheng
  • 2502.09086 #5 · arxiv_oai · confidence 0.70 Hongye Zheng
  • 2501.14859 #5 · arxiv_oai · confidence 0.70 Hongye Zheng
  • 2501.13467 #5 · arxiv_oai · confidence 0.70 Hongye Zheng
  • 2412.19449 #5 · arxiv_oai · confidence 0.70 Hongye Zheng
  • 2412.18729 #5 · arxiv_oai · confidence 0.70 Hongye Zheng
  • 2412.10199 #3 · arxiv_oai · confidence 0.70 Hongye Zheng
  • 2412.06862 #5 · arxiv_oai · confidence 0.70 Hongye Zheng
  • 2412.06249 #5 · arxiv_oai · confidence 0.70 Hongye Zheng
  • 2412.04718 #5 · arxiv_oai · confidence 0.70 Hongye Zheng
  • 2411.12157 #6 · arxiv_oai · confidence 0.70 Hongye Zheng
  • 2411.03572 #3 · arxiv_oai · confidence 0.70 Hongye Zheng
  • 2410.14167 #3 · arxiv_oai · confidence 0.70 Hongye Zheng
  • 2409.15314 #2 · arxiv_oai · confidence 0.70 Hongye Zheng
  • 2408.11839 #1 · arxiv_oai · confidence 0.70 Hongye Zheng

Frequent Coauthors