Hongye Zheng - RankMe

25 papers Journal 25

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A Fine-Tuning Approach for T5 Using Knowledge Graphs to Address Complex Tasks. CoRR Xiaoxuan Liao, Binrong Zhu, Jacky He, Guiran Liu, Hongye Zheng, Jia Gao
2025	J	`jnl`	A Hierarchical Feature Fusion and Dynamic Collaboration Framework for Robust Small Target Detection. IEEE Access Xu Yan, Junliang Du, Xuan Li, Xiaoye Wang, Xiaoxuan Sun, Pochun Li, Hongye Zheng
2025	J	`jnl`	A Hybrid Model for Few-Shot Text Classification Using Transfer and Meta-Learning. CoRR Jia Gao, Shuangquan Lyu, Guiran Liu, Binrong Zhu, Hongye Zheng, Xiaoxuan Liao
2025	J	`jnl`	A LongFormer-Based Framework for Accurate and Efficient Medical Text Summarization. CoRR Dan Sun, Jacky He, Hanlu Zhang, Zhen Qi, Hongye Zheng, Xiaokai Wang
2025	J	`jnl`	Context-Guided Dynamic Retrieval for Improving Generation Quality in RAG Models. CoRR Jacky He, Guiran Liu, Binrong Zhu, Hanlu Zhang, Hongye Zheng, Xiaokai Wang
2025	J	`jnl`	Dynamic Adaptation of LoRA Fine-Tuning for Efficient and Task-Specific Optimization of Large Language Models. CoRR Xiaoxuan Liao, Chihang Wang, Shicheng Zhou, Jiacheng Hu, Hongye Zheng, Jia Gao
2025	J	`jnl`	Modeling Multi-Hop Semantic Paths for Recommendation in Heterogeneous Information Networks. CoRR Hongye Zheng, Yue Xing, Lipeng Zhu, Xu Han, Junliang Du, Wanyu Cui
2025	J	`jnl`	Multi-Level Attention and Contrastive Learning for Enhanced Text Classification with an Optimized Transformer. CoRR Jia Gao, Guiran Liu, Binrong Zhu, Shicheng Zhou, Hongye Zheng, Xiaoxuan Liao
2025	J	`jnl`	Pre-trained Language Models and Few-shot Learning for Medical Entity Extraction. CoRR Xiaokai Wang, Guiran Liu, Binrong Zhu, Jacky He, Hongye Zheng, Hanlu Zhang
2025	J	`jnl`	Semantic and Contextual Modeling for Malicious Comment Detection with BERT-BiLSTM. CoRR Zhou Fang, Hanlu Zhang, Jacky He, Zhen Qi, Hongye Zheng
2025	J	`jnl`	Structured Gradient Guidance for Few-Shot Adaptation in Large Language Models. CoRR Hongye Zheng, Yichen Wang, Ray Pan, Guiran Liu, Binrong Zhu, Hanlu Zhang
2025	J	`jnl`	Towards Robust Few-Shot Text Classification Using Transformer Architectures and Dual Loss Strategies. CoRR Xu Han, Yumeng Sun, Weiqiang Huang, Hongye Zheng, Junliang Du
2024	J	`jnl`	A Combined Encoder and Transformer Approach for Coherent and High-Quality Text Generation. CoRR Jiajing Chen, Shuo Wang, Zhen Qi, Zhenhong Zhang, Chihang Wang, Hongye Zheng
2024	J	`jnl`	Adaptive Friction in Deep Learning: Enhancing Optimizers with Sigmoid and Tanh Function. CoRR Hongye Zheng, Bingxing Wang, Minheng Xiao, Honglin Qin, Zhizhong Wu, Lianghao Tan
2024	J	`jnl`	Adaptive Optimization for Enhanced Efficiency in Large-Scale Language Model Training. CoRR Jiajing Chen, Bingying Liu, Xiaoxuan Liao, Jia Gao, Hongye Zheng, Yue Li
2024	J	`jnl`	Advanced RAG Models with Graph Structures: Optimizing Complex Knowledge Reasoning and Text Generation. CoRR Yuxin Dong, Shuo Wang, Hongye Zheng, Jiajing Chen, Zhenhong Zhang, Chihang Wang
2024	J	`jnl`	Feature Alignment-Based Knowledge Distillation for Efficient Compression of Large Language Models. CoRR Shuo Wang, Chihang Wang, Jia Gao, Zhen Qi, Hongye Zheng, Xiaoxuan Liao
2024	J	`jnl`	Improved approximation algorithm for the parallel-machine customer order scheduling with delivery time and submodular rejection penalties. Optim. Lett. Bo Hou, Hongye Zheng, Wen Liu, Weili Wu, Ding-Zhu Du, Suogang Gao
2024	J	`jnl`	Integrative Analysis of Financial Market Sentiment Using CNN and GRU for Risk Prediction and Alert Systems. CoRR You Wu, Mengfang Sun, Hongye Zheng, Jinxin Hu, Yingbin Liang, Zhenghao Lin
2024	J	`jnl`	Optimizing Large Language Models with an Enhanced LoRA Fine-Tuning Algorithm for Efficiency and Robustness in NLP Tasks. CoRR Jiacheng Hu, Xiaoxuan Liao, Jia Gao, Zhen Qi, Hongye Zheng, Chihang Wang
2024	J	`jnl`	Optimizing Multi-Task Learning for Enhanced Performance in Large Language Models. CoRR Zhen Qi, Jiajing Chen, Shuo Wang, Bingying Liu, Hongye Zheng, Chihang Wang
2024	J	`jnl`	Optimizing Retrieval-Augmented Generation with Elasticsearch for Enhanced Question-Answering Systems. CoRR Jiajing Chen, Runyuan Bao, Hongye Zheng, Zhen Qi, Jianjun Wei, Jiacheng Hu
2024	J	`jnl`	Reducing Bias in Deep Learning Optimization: The RSGDM Approach. CoRR Honglin Qin, Hongye Zheng, Bingxing Wang, Zhizhong Wu, Bingyao Liu, Yuanfang Yang
2024	J	`jnl`	Stock Type Prediction Model Based on Hierarchical Graph Neural Network. CoRR Jianhua Yao, Yuxin Dong, Jiajing Wang, Bingxing Wang, Hongye Zheng, Honglin Qin
2022	J	`jnl`	Approximation algorithm for the parallel-machine scheduling problem with release dates and submodular rejection penalties. J. Comb. Optim. Hongye Zheng, Suogang Gao, Wen Liu, Weili Wu, Ding-Zhu Du, Bo Hou