Liu, Huanyu
- Generalization or Memorization: Data Contamination and Trustworthy Evaluation for Large Language Models
2024/02/24 by Yihong Dong, Xue Jiang, Dong, Yihong +8 · 21 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering (cs.SE)
- DevEval: A Manually-Annotated Code Generation Benchmark Aligned with Real-World Code Repositories
2024/05/30 by Li, Jia, Li, Ge, Zhao, Yunfei +15 · 14 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Software Engineering (cs.SE)
- High-Order Information Matters: Learning Relation and Topology for Occluded Person Re-Identification
2020/03/18 by Wang, Guan'an, Yang, Shuo, Liu, Huanyu +6 · 5 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- An End-to-End Network for Panoptic Segmentation
2019/03/12 by Huanyu Liu, Chao Peng, Liu, Huanyu +11 · 5 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Visual Attention and Saliency Detection
- ROCODE: Integrating Backtracking Mechanism and Program Analysis in Large Language Models for Code Generation
2024/11/11 by Xue Jiang, Yihong Dong, Jiang, Xue +10 · 10 citations
Computer Science · #FOS: Computer and information sciences #Model-Driven Software Engineering Techniques #Natural Language Processing Techniques #Software Engineering (cs.SE) #Software Testing and Debugging Techniques
- DevEval: Evaluating Code Generation in Practical Software Projects
2024/01/12 by Jia Li, Ge Li, Li, Jia +31 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Engineering Research #Software Engineering Techniques and Practices #Topic Modeling
- aiXcoder-7B-v2: Training LLMs to Fully Utilize the Long Context in Repository-level Code Completion
2025/03/19 by Jia Li, Hao Zhu, Li, Jia +17 · 7 citations
Computer Science · #FOS: Computer and information sciences #Mathematics, Computing, and Information Processing #Natural Language Processing Techniques #Software Engineering (cs.SE)
- RL-PLUS: Countering Capability Boundary Collapse of LLMs in Reinforcement Learning with Hybrid-policy Optimization
2025/07/31 by Dong, Yihong, Jiang, Xue, Tao, Yongding +11 · 14 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Quantum-Enhanced LLM Efficient Fine Tuning
2025/03/17 by Kong, Xiaofei, Li, Lei, Chen, Zhaoyun +10 · 4 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Physical sciences #Quantum Physics (quant-ph)
- EvoCoT: Overcoming the Exploration Bottleneck in Reinforcement Learning
2025/08/11 by Huanyu Liu, Liu, Huanyu, Li Jia +11 · 3 citations
Computer Science · #Topic Modeling #Multimodal Machine Learning Applications #Natural Language Processing Techniques
- aiXcoder-7B: A Lightweight and Effective Large Language Model for Code Processing
2024/10/17 by Siyuan Jiang, Jia Li, Jiang, Siyuan +21 · 2 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Bioinformatics #Natural Language Processing Techniques #Software Engineering (cs.SE) #Topic Modeling
- Direct evidence of intrinsic Mott state and its layer-parity oscillation in a breathing kagome crystal down to monolayer
2025/05/07 by Liu, Huanyu, Li, Wenhui, Zhou, Zishu +8 · 2 citations
#FOS: Physical sciences #Mesoscale and Nanoscale Physics (cond-mat.mes-hall) #Strongly Correlated Electrons (cond-mat.str-el)