Junyu Luo
- Native Sparse Attention: Hardware-Aligned and Natively Trainable Sparse Attention
2025/02/16 by Jingyang Yuan, Huazuo Gao, Yuan, Jingyang +28 · 19 voices · 128 citations
Computer Science · #Advanced Neural Network Applications #Stochastic Gradient Optimization Techniques #cs.AI #cs.CL #cs.LG
- Humanity's Last Exam
2025/01/24 by Long Phan, Phan, Long, Alice Gatti +2240 · 9 voices · 106 citations
#cs.LG #cs.AI #cs.CL
- Large Language Model Agent: A Survey on Methodology, Applications and Challenges
2025/03/27 by Junyu Luo, Luo, Junyu, Weizhi Zhang +47 · 46 citations
Computer Science · #Topic Modeling
- Towards Graph Contrastive Learning: A Survey and Beyond
2024/05/20 by Wei Ju, Ju, Wei, Yifan Wang +23 · 5 citations
Computer Science · #Advanced Graph Neural Networks
- RobustFT: Robust Supervised Fine-tuning for Large Language Models under Noisy Response
2024/12/19 by Junyu Luo, Xiao Luo, Luo, Junyu +9 · 7 citations
Computer Science · #Speech Recognition and Synthesis #Topic Modeling #Natural Language Processing Techniques
- Hierarchical Pretraining on Multimodal Electronic Health Records
2023/10/11 by Xiaochen Wang, Junyu Luo, Wang, Xiaochen +13 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
- FinMME: Benchmark Dataset for Financial Multi-Modal Reasoning Evaluation
2025/05/30 by Junyu Luo, Zhizhuo Kou, Luo, Junyu +23 · 10 citations
Decision Sciences · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Stock Market Forecasting Methods
- CoRelation: Boosting Automatic ICD Coding Through Contextualized Code Relation Learning
2024/02/24 by Junyu Luo, Luo, Junyu, Xiaochen Wang +9 · 3 citations
Computer Science · #Algorithms and Data Compression #Music and Audio Processing #Advanced Data Compression Techniques
- A Survey of Data-Efficient Graph Learning
2024/02/01 by Wei Ju, Ju, Wei, Siyu Yi +11 · 2 citations
Computer Science · Health Professions · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare #FOS: Computer and information sciences #Machine Learning (cs.LG) #Social and Information Networks (cs.SI) #Text and Document Classification Technologies
- MASS: Muli-agent simulation scaling for portfolio construction
2025/05/15 by Taian Guo, Haiyang Shen, Guo, Taian +20 · 4 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation
- Zero-Resource Hallucination Prevention for Large Language Models
2023/09/06 by Junyu Luo, Cao Xiao, Luo, Junyu +3 · 1 citation
Computer Science · Engineering · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Text Readability and Simplification #Topic Modeling
- Accelerating CNN Training by Pruning Activation Gradients
2019/08/01 by Xucheng Ye, Pengcheng Dai, Ye, Xucheng +11 · 1 citation
Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #Adversarial Robustness in Machine Learning
- BAMAS: Structuring Budget-Aware Multi-Agent Systems
2025/11/26 by Liming Yang, Yang, Liming, Junyu Luo +7 · 2 citations
Computer Science · #Multimodal Machine Learning Applications #Big Data and Digital Economy #Reinforcement Learning in Robotics
- Kimi K3: Open Frontier Intelligence
2026/07/27 by Kimi Team, Tongtong Bai, Yifan Bai +398 · 1 voice
#cs.CL #cs.LG