Feng, Aosong
- Learning to Reason without External Rewards
2025/05/26 by Xuandong Zhao, Zhewei Kang, Zhao, Xuandong +7 · 3 voices · 61 citations
#cs.LG #cs.CL
- From Similarity to Superiority: Channel Clustering for Time Series Forecasting
2024/03/31 by Jialin Chen, Jan Eric Lenssen, Chen, Jialin +13 · 11 citations
Computer Science · #Time Series Analysis and Forecasting
- MMLU-ProX: A Multilingual Benchmark for Advanced Large Language Model Evaluation
2025/03/13 by Weihao Xuan, Xuan, Weihao, Rui Yang +61 · 17 citations
Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Text Readability and Simplification #Topic Modeling
- MTBench: A Multimodal Time Series Benchmark for Temporal Reasoning and Question Answering
2025/03/21 by Jialin Chen, Aosong Feng, Chen, Jialin +16 · 13 citations
Computer Science · Decision Sciences · #Time Series Analysis and Forecasting #Topic Modeling #Stock Market Forecasting Methods
- KerGNNs: Interpretable Graph Neural Networks with Graph Kernels
2022/01/03 by Aosong Feng, Feng, Aosong, Chenyu You +5 · 3 citations
Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
- DTGB: A Comprehensive Benchmark for Dynamic Text-Attributed Graphs
2024/06/17 by Jiasheng Zhang, Jialin Chen, Zhang, Jiasheng +11 · 5 citations
Computer Science · #Semantic Web and Ontologies #Advanced Graph Neural Networks #Logic, Reasoning, and Knowledge
- Adaptive Graph Spatial-Temporal Transformer Network for Traffic Flow Forecasting
2022/07/09 by Aosong Feng, Feng, Aosong, Leandros Tassiulas +1 · 3 citations
Computer Science · Engineering · Social Sciences · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Human Mobility and Location-Based Analysis #Machine Learning (cs.LG) #Traffic Prediction and Management Techniques
- SafeKey: Amplifying Aha-Moment Insights for Safety Reasoning
2025/05/22 by Kaiwen Zhou, Zhou, Kaiwen, Gaowen Liu +10 · 12 citations
Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Safety Systems Engineering in Autonomy #Topic Modeling
- Graphusion: Leveraging Large Language Models for Scientific Knowledge Graph Fusion and Construction in NLP Education
2024/07/15 by Rui Yang, Yang, Rui, Boming Yang +15 · 4 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
- MindLLM: A Subject-Agnostic and Versatile Model for fMRI-to-Text Decoding
2025/02/18 by Weikang Qiu, Zheng Huang, Qiu, Weikang +9 · 7 citations
Computer Science · Neuroscience · #Neural Networks and Applications #EEG and Brain-Computer Interfaces #Neurobiology of Language and Bilingualism
- Graphusion: A RAG Framework for Knowledge Graph Construction with a Global Perspective
2024/10/23 by Rui Yang, Yang, Rui, Boming Yang +17 · 4 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Databases (cs.DB) #FOS: Computer and information sciences #Semantic Web and Ontologies
- VeriGUI: Verifiable Long-Chain GUI Dataset
2025/08/06 by Liu, Shunyu, Liu, Minghao, Zhou, Huichi +29 · 7 citations
#FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
- An Item is Worth a Prompt: Versatile Image Editing with Disentangled Control
2024/03/07 by Aosong Feng, Weikang Qiu, Feng, Aosong +13 · 2 citations
Computer Science · #Computer Graphics and Visualization Techniques #Advanced Vision and Imaging
- Integrating View Conditions for Image Synthesis
2023/10/24 by Bai, Jinbin, Dong, Zhen, Feng, Aosong +3 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Hyperbolic Fine-tuning for Large Language Models
2024/10/05 by Yang, Menglin, Feng, Aosong, Xiong, Bo +3 · 2 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE)
- XDLM: Cross-lingual Diffusion Language Model for Machine Translation
2023/07/25 by Linyao Chen, Aosong Feng, Chen, Linyao +5 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Solving General Noisy Inverse Problem via Posterior Sampling: A Policy Gradient Viewpoint
2024/03/15 by Haoyue Tang, Tang, Haoyue, Tian Xie +9 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Optimization and Search Problems #Stochastic Gradient Optimization Techniques #electronic engineering #information engineering
- CSPLADE: Learned Sparse Retrieval with Causal Language Models
2025/04/15 by Zhichao Xu, Aosong Feng, Xu, Zhichao +7 · 3 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- Efficient High-Resolution Time Series Classification via Attention Kronecker Decomposition
2024/03/07 by Aosong Feng, Feng, Aosong, Jialin Chen +13 · 1 citation
Computer Science · #Time Series Analysis and Forecasting
- TRACE: Grounding Time Series in Context for Multimodal Embedding and Retrieval
2025/06/10 by Chen, Jialin, Zhao, Ziyu, Nurbek, Gaukhar +5 · 2 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)