Huang, Feiran
- Next-Generation Database Interfaces: A Survey of LLM-based Text-to-SQL
2024/06/12 by Zijin Hong, Hong, Zijin, Zheng Yuan +11 · 39 citations
Computer Science · #Advanced Computational Techniques and Applications #Advanced Database Systems and Queries #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Databases (cs.DB) #FOS: Computer and information sciences
- Macro Graph Neural Networks for Online Billion-Scale Recommender Systems
2024/01/26 by Chen, Hao, Bei, Yuanchen, Shen, Qijie +6 · 7 citations
#FOS: Computer and information sciences #Information Retrieval (cs.IR)
- Knowledge-to-SQL: Enhancing SQL Generation with Data Expert LLM
2024/02/18 by Zijin Hong, Zheng Yuan, Hong, Zijin +9 · 6 citations
Decision Sciences · Computer Science · #Scientific Computing and Data Management #Advanced Database Systems and Queries #Semantic Web and Ontologies
- 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 · 6 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Topic Modeling
- TransGNN: Harnessing the Collaborative Power of Transformers and Graph Neural Networks for Recommender Systems
2023/08/28 by Zhang, Peiyan, Yan, Yuchen, Zhang, Xi +4 · 3 citations
#FOS: Computer and information sciences #H.3.3 #Information Retrieval (cs.IR) #Machine Learning (cs.LG)
- Large Language Model Simulator for Cold-Start Recommendation
2024/02/14 by Huang, Feiran, Bei, Yuanchen, Yang, Zhenghang +6 · 3 citations
#FOS: Computer and information sciences #Information Retrieval (cs.IR)
- Structure Guided Large Language Model for SQL Generation
2024/02/19 by Zhang, Qinggang, Chen, Hao, Dong, Junnan +3 · 4 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Databases (cs.DB) #FOS: Computer and information sciences
- High-Frequency-aware Hierarchical Contrastive Selective Coding for Representation Learning on Text-attributed Graphs
2024/02/26 by Peiyan Zhang, Zhang, Peiyan, Chaozhuo Li +11 · 3 citations
Computer Science · #FOS: Computer and information sciences #H.3.3 #Information Retrieval (cs.IR) #Social and Information Networks (cs.SI) #Text and Document Classification Technologies
- The Scales of Justitia: A Comprehensive Survey on Safety Evaluation of LLMs
2025/06/06 by Liu, Songyang, Li, Chaozhuo, Qiu, Jiameng +5 · 7 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
- Benchmarking LLMs' Mathematical Reasoning with Unseen Random Variables Questions
2025/01/20 by Zijin Hong, Hao Wu, Hong, Zijin +19 · 3 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling
- Neighbor Enhanced Graph Convolutional Networks for Node Classification and Recommendation
2022/03/30 by Hao Chen, Chen, Hao, Zhong Huang +11 · 1 citation
Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Machine Learning (cs.LG) #Recommender Systems and Techniques #Sentiment Analysis and Opinion Mining
- EViT: Privacy-Preserving Image Retrieval via Encrypted Vision Transformer in Cloud Computing
2022/08/31 by Qihua Feng, Peiya Li, Feng, Qihua +13 · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Hedgehog Signaling Pathway Studies #Image Retrieval and Classification Techniques #Multimedia (cs.MM)
- FilterLLM: Text-To-Distribution LLM for Billion-Scale Cold-Start Recommendation
2025/02/24 by Liu, Ruochen, Chen, Hao, Bei, Yuanchen +6 · 2 citations
#FOS: Computer and information sciences #Information Retrieval (cs.IR)
- Knapsack Optimization-based Schema Linking for LLM-based Text-to-SQL Generation
2025/02/18 by Zheng Yuan, Yuan, Zheng, Hao Chen +9 · 2 citations
Computer Science · #Computation and Language (cs.CL) #Databases (cs.DB) #FOS: Computer and information sciences #Mathematics, Computing, and Information Processing #Natural Language Processing Techniques
- Graph Cross-Correlated Network for Recommendation
2024/11/02 by Hao Chen, Chen, Hao, Yuanchen Bei +9 · 2 citations
Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques
- HNCSE: Advancing Sentence Embeddings via Hybrid Contrastive Learning with Hard Negatives
2024/11/19 by Liu, Wenxiao, Yang, Zihong, Li, Chaozhuo +5 · 1 citation
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- CLR-Bench: Evaluating Large Language Models in College-level Reasoning
2024/10/23 by Junnan Dong, Zijin Hong, Dong, Junnan +9 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling