Ali, Muhammad Asif

1. 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
2. A Hopfieldian View-based Interpretation for Chain-of-Thought Reasoning
   2024/06/18 by Hu, Lijie, Liu, Liang, Yang, Shu +6 · 4 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG)
3. MoRAL: MoE Augmented LoRA for LLMs' Lifelong Learning
   2024/02/17 by Shu Yang, Yang, Shu, Muhammad Asif Ali +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
4. Antonym-Synonym Classification Based on New Sub-space Embeddings
   2019/06/13 by Ali, Muhammad Asif, Sun, Yifang, Zhou, Xiaoling +2 · 1 citation
   #Computation and Language (cs.CL) #FOS: Computer and information sciences
5. Prompt-SAW: Leveraging Relation-Aware Graphs for Textual Prompt Compression
   2024/03/30 by Ali, Muhammad Asif, Li, Zhengping, Yang, Shu +8 · 2 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
6. Understanding Reasoning in Chain-of-Thought from the Hopfieldian View
   2024/10/04 by Lijie Hu, Hu, Lijie, Liang Liu +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
7. Dialectical Alignment: Resolving the Tension of 3H and Security Threats of LLMs
   2024/03/30 by Yang Shu, Yang, Shu, Jiayuan Su +13 · 2 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Law, AI, and Intellectual Property
8. Antonym vs Synonym Distinction using InterlaCed Encoder NETworks (ICE-NET)
   2024/01/18 by Ali, Muhammad Asif, Hu, Yan, Qin, Jianbin +1 · 1 citation
   #Computation and Language (cs.CL) #FOS: Computer and information sciences
9. Comparing Uncertainty Measurement and Mitigation Methods for Large Language Models: A Systematic Review
   2025/04/25 by Abbasli, Toghrul, Toyoda, Kentaroh, Wang, Yuan +5 · 2 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
10. Leveraging Logical Rules in Knowledge Editing: A Cherry on the Top
    2024/05/24 by Keyuan Cheng, Cheng, Keyuan, Ali, Muhammad Asif +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