Meng, Fanxu
- TransMLA: Multi-Head Latent Attention Is All You Need
2025/02/11 by Fanxu Meng, Meng, Fanxu, Pingzhi Tang +9 · 10 voices · 5 citations
Computer Science · #Machine Learning and Data Classification #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.LG
- PiSSA: Principal Singular Values and Singular Vectors Adaptation of Large Language Models
2024/04/03 by Meng, Fanxu, Wang, Zhaohui, Zhang, Muhan · 50 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Large Language Models are In-Context Semantic Reasoners rather than Symbolic Reasoners
2023/05/24 by Xiaojuan Tang, Zilong Zheng, Tang, Xiaojuan +11 · 6 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Chain of Images for Intuitively Reasoning
2023/11/09 by Fanxu Meng, Meng, Fanxu, Haotong Yang +5 · 6 citations
Computer Science · #Topic Modeling #Multimodal Machine Learning Applications #Natural Language Processing Techniques
- Pruning Filter in Filter
2020/09/30 by Fan‐Xu Meng, Meng, Fanxu, Hao Cheng +11 · 3 citations
Computer Science · #Advanced Neural Network Applications #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning
- LIFT: Improving Long Context Understanding Through Long Input Fine-Tuning
2024/12/18 by Yansheng Mao, Jiaqi Li, Mao, Yansheng +9 · 2 citations
Engineering · #Robotics and Automated Systems
- LIFT: A Novel Framework for Enhancing Long-Context Understanding of LLMs via Long Input Fine-Tuning
2025/02/20 by Yansheng Mao, Mao, Yansheng, Yufei Xu +13 · 2 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
- Output Prediction of Quantum Circuits based on Graph Neural Networks
2025/04/01 by Liu, Yuxiang, Meng, Fanxu, Wang, Lu +3 · 2 citations
#68T05 #F.1.2 #FOS: Physical sciences #Quantum Physics (quant-ph)
- Hierarchically Encapsulated Representation for Protocol Design in Self-Driving Labs
2025/04/04 by Yu Shi, Shi, Yu-Zhe, Mingchen Liu +11 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Formal Methods in Verification #Machine Learning and Algorithms #Robotics (cs.RO) #Software Testing and Debugging Techniques
- HaQGNN: Hardware-Aware Quantum Kernel Design Based on Graph Neural Networks
2025/06/26 by Liu, Yuxiang, Meng, Fanxu, Wang, Lu +4 · 2 citations
#FOS: Physical sciences #Quantum Physics (quant-ph)