The rise and potential of large language model based agents: a survey

Zhiheng Xi, Wen-Xiang Chen, Xin Hua Guo, +25

Science China Information Sciences

Artificial IntelligenceLarge Language ModelsNatural Language ProcessingLlm-based AgentEngineering +9

VulCNN

Yueming Wu, Deqing Zou, Shihan Dou, +3

Proceedings of the 44th International Conference on Software Engineering

Source CodeGraph Neural NetworkEngineeringMachine LearningData Science +10

SCDetector

Yueming Wu, Deqing Zou, Shihan Dou, +5

Software MaintenanceEngineeringVerificationSoftware EngineeringSource Code Analysis +14

IntDroid

Deqing Zou, Yueming Wu, Siru Yang, +5

ACM Transactions on Software Engineering and Methodology

Mobile Social NetworkEngineeringGraph TheoryProgram AnalysisBusiness +9

LoRAMoE: Alleviating World Knowledge Forgetting in Large Language Models via MoE-Style Plugin

Shihan Dou, Enyu Zhou, Yan Liu, +11

MINER: Improving Out-of-Vocabulary Named Entity Recognition from an Information Theoretic Perspective

Xiao Wang, Shihan Dou, Limao Xiong, +6

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)

EngineeringKnowledge ExtractionSemantic WebSemanticsText Mining +18

Secrets of RLHF in Large Language Models Part I: PPO

Rui Zheng, Shihan Dou, Songyang Gao, +7

arXiv (Cornell University)

Natural Language ProcessingLarge Language ModelsArtificial IntelligenceLarge Ai ModelEngineering +13

Contrastive Learning for Robust Android Malware Familial Classification

Yueming Wu, Shihan Dou, Deqing Zou, +3

IEEE Transactions on Dependable and Secure Computing

Artificial IntelligenceMobile SecurityEngineeringMachine LearningData Science +13

StepCoder: Improving Code Generation with Reinforcement Learning from Compiler Feedback

Shihan Dou, Yan Liu, Haoxiang Jia, +13

Kernel-Whitening: Overcome Dataset Bias with Isotropic Sentence Embedding

SongYang Gao, Shihan Dou, Qi Zhang, +1