Haiyan Zhao

1. Explainability for Large Language Models: A Survey
   2023/09/02 by Haiyan Zhao, Zhao, Haiyan, Hanjie Chen +15 · 65 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
2. GraphCoder: Enhancing Repository-Level Code Completion via Code Context Graph-based Retrieval and Language Model
   2024/06/11 by Wei Liu, Ailun Yu, Liu, Wei +13 · 16 citations
   Computer Science · #Software Engineering Research #Software Testing and Debugging Techniques #Web Data Mining and Analysis
3. Towards Uncovering How Large Language Model Works: An Explainability Perspective
   2024/02/16 by Haiyan Zhao, Fan Yang, Zhao, Haiyan +6 · 8 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
4. Beyond Single Concept Vector: Modeling Concept Subspace in LLMs with Gaussian Distribution
   2024/09/30 by Haiyan Zhao, Zhao, Haiyan, Heng Zhao +9 · 8 citations
   Computer Science · #Advanced Database Systems and Queries #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Data Stream Mining Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG)
5. Revisit Self-Debugging with Self-Generated Tests for Code Generation
   2025/01/22 by Zhengwei Tao, Chen, Xiancai, Tao, Zhengwei +15 · 5 citations
   Computer Science · #Model-Driven Software Engineering Techniques #Software Testing and Debugging Techniques #Software Engineering Research
6. SAIF: A Sparse Autoencoder Framework for Interpreting and Steering Instruction Following of Language Models
   2025/02/17 by Zirui He, Haiyan Zhao, He, Zirui +11 · 5 citations
   Computer Science · #Natural Language Processing Techniques #Intelligent Tutoring Systems and Adaptive Learning
7. Does Continual Learning Equally Forget All Parameters?
   2023/04/09 by Haiyan Zhao, Zhao, Haiyan, Tianyi Zhou +7 · 2 citations
   Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
8. Exploring Concept Depth: How Large Language Models Acquire Knowledge and Concept at Different Layers?
   2024/04/10 by Mingyu Jin, Qinkai Yu, Jin, Mingyu +23 · 3 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Bayesian Modeling and Causal Inference #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Text and Document Classification Technologies
9. RoMA: Scaling up Mamba-based Foundation Models for Remote Sensing
   2025/03/13 by Fengxiang Wang, Yulin Wang, Wang, Fengxiang +18 · 5 citations
   Computer Science · Engineering · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Remote-Sensing Image Classification
10. Exploring Multilingual Probing in Large Language Models: A Cross-Language Analysis
    2024/09/22 by Daoyang Li, Haiyan Zhao, Li, Daoyang +5 · 2 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling
11. DuplexMamba: Enhancing Real-time Speech Conversations with Duplex and Streaming Capabilities
    2025/02/16 by Xiangyu Lǚ, Xu Wang, Lu, Xiangyu +12 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Speech Recognition and Synthesis #Speech and Audio Processing #Speech and dialogue systems
12. A Comprehensive Evaluation on Event Reasoning of Large Language Models
    2024/04/26 by Zhengwei Tao, Zhi-Ping Jin, Tao, Zhengwei +14 · 1 citation
    Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Data Quality and Management #FOS: Computer and information sciences #Semantic Web and Ontologies #Topic Modeling
13. DABL: Detecting Semantic Anomalies in Business Processes Using Large Language Models
    2024/06/22 by Wei Guan, Guan, Wei, Jian Cao +7 · 1 citation
    Business, Management and Accounting · Decision Sciences · #Big Data and Business Intelligence #Business Process Modeling and Analysis #Computation and Language (cs.CL) #Data Quality and Management #FOS: Computer and information sciences
14. Denoising Concept Vectors with Sparse Autoencoders for Improved Language Model Steering
    2025/05/21 by Haiyan Zhao, Zhao, Haiyan, Xuansheng Wu +9 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Text and Document Classification Technologies #Topic Modeling
15. Beyond Zooming: Learning Multi-Tool Visual Reasoning for Ultra-High-Resolution Remote Sensing
    2026/07/28 by Fengxiang Wang, Jiangnan Huang, Mingshuo Chen +8
    #cs.CV