Lijie Hu
- SMoA: Improving Multi-agent Large Language Models with Sparse Mixture-of-Agents
2024/11/05 by Dawei Li, Li, Dawei, Zhen Tan +10 · 10 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multiagent Systems (cs.MA) #Natural Language Processing Techniques #Topic Modeling
- Locate-then-edit for Multi-hop Factual Recall under Knowledge Editing
2024/10/08 by Zhuoran Zhang, Yongxiang Li, Zhang, Zhuoran +8 · 10 citations
Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Digital and Cyber Forensics #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
- Multi-hop Question Answering under Temporal Knowledge Editing
2024/03/30 by Keyuan Cheng, Gang Lin, Cheng, Keyuan +12 · 6 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Service-Oriented Architecture and Web Services #Speech and dialogue systems #Topic Modeling
- Fraud-R1 : A Multi-Round Benchmark for Assessing the Robustness of LLM Against Augmented Fraud and Phishing Inducements
2025/02/18 by Shu Yang, S. S. Zhu, Yang, Shu +16 · 8 citations
Computer Science · Business, Management and Accounting · Decision Sciences · #Imbalanced Data Classification Techniques #Financial Distress and Bankruptcy Prediction #Auction Theory and Applications
- Editable Concept Bottleneck Models
2024/05/24 by Lijie Hu, Hu, Lijie, Chenyang Ren +9 · 4 citations
Engineering · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Transportation and Mobility Innovations
- Improving Interpretation Faithfulness for Vision Transformers
2023/11/29 by Lijie Hu, Yixin Liu, Hu, Lijie +9 · 3 citations
Computer Science · Materials Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science
- Backdooring Vision-Language Models with Out-Of-Distribution Data
2024/10/02 by Weimin Lyu, Jiachen Yao, Lyu, Weimin +15 · 4 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Semantic Web and Ontologies
- Differentially Private Natural Language Models: Recent Advances and Future Directions
2023/01/22 by Lijie Hu, Ivan Habernal, Hu, Lijie +5 · 2 citations
Computer Science · #Privacy-Preserving Technologies in Data
- MoRAL: MoE Augmented LoRA for LLMs' Lifelong Learning
2024/02/17 by Shu Yang, Muhammad Asif Ali, Yang, Shu +7 · 2 citations
Computer Science · Engineering · #Advanced Data Processing Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Semantic Web and Ontologies
- Understanding Reasoning in Chain-of-Thought from the Hopfieldian View
2024/10/04 by Lijie Hu, Liang Liu, Hu, Lijie +13 · 2 citations
Computer Science · Decision Sciences · Physics and Astronomy · #Artificial Intelligence (cs.AI) #Complex Systems and Decision Making #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Opinion Dynamics and Social Influence #Scientific Research and Philosophical Inquiry
- Dialectical Alignment: Resolving the Tension of 3H and Security Threats of LLMs
2024/03/30 by Yang Shu, Jiayuan Su, Yang, Shu +13 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Law, AI, and Intellectual Property
- Understanding and Mitigating Cross-lingual Privacy Leakage via Language-specific and Universal Privacy Neurons
2025/06/01 by Qingsong Yang, Dong, Wenshuo, Shu Yang +11 · 5 citations
Computer Science · #Privacy-Preserving Technologies in Data #Adversarial Robustness in Machine Learning #Big Data and Digital Economy
- CAT: Concept-level backdoor ATtacks for Concept Bottleneck Models
2024/10/07 by Songning Lai, Lai, Songning, Jiayu Yang +15 · 1 citation
Computer Science · #Advanced Database Systems and Queries #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #Data Management and Algorithms #FOS: Computer and information sciences #Recommender Systems and Techniques
- Towards Multi-dimensional Explanation Alignment for Medical Classification
2024/10/28 by Lijie Hu, Songning Lai, Hu, Lijie +13 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Time Series Analysis and Forecasting
- Leveraging Logical Rules in Knowledge Editing: A Cherry on the Top
2024/05/24 by Keyuan Cheng, Cheng, Keyuan, Shu Yang +16 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Machine Learning and Data Classification
- Dissecting Representation Misalignment in Contrastive Learning via Influence Function
2024/11/18 by Lijie Hu, Chenyang Ren, Hu, Lijie +12 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling