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Song, Xiangchen

  1. A Versatile Causal Discovery Framework to Allow Causally-Related Hidden Variables
    2023/12/18 by Xinshuai Dong, Biwei Huang, Dong, Xinshuai +15 · 1 voice · 8 citations
    Computer Science · Mathematics · #Advanced Graph Neural Networks #Bayesian Modeling and Causal Inference #Cognitive Science and Mapping #cs.LG #stat.ME
  2. PLOT: Prompt Learning with Optimal Transport for Vision-Language Models
    2022/10/03 by Guangyi Chen, Weiran Yao, Chen, Guangyi +9 · 4 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
  3. Temporally Disentangled Representation Learning under Unknown Nonstationarity
    2023/10/28 by Xiangchen Song, Song, Xiangchen, Weiran Yao +13 · 5 citations
    Computer Science · #Bayesian Modeling and Causal Inference #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  4. CaRiNG: Learning Temporal Causal Representation under Non-Invertible Generation Process
    2024/01/25 by Chen, Guangyi, Shen, Yifan, Chen, Zhenhao +5 · 5 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Methodology (stat.ME)
  5. Estimating Treatment Effects from Irregular Time Series Observations with Hidden Confounders
    2023/03/04 by Defu Cao, Cao, Defu, James Enouen +11 · 2 citations
    Computer Science · Mathematics · #Advanced Causal Inference Techniques #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare
  6. Attentive Knowledge-aware Graph Convolutional Networks with Collaborative Guidance for Personalized Recommendation
    2021/09/05 by Chen, Yankai, Yang, Yaming, Wang, Yujing +3 · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  7. Nonstationary Time Series Forecasting via Unknown Distribution Adaptation
    2024/02/20 by Zijian Li, Ruichu Cai, Li, Zijian +15 · 2 citations
    Computer Science · Decision Sciences · #Time Series Analysis and Forecasting #Stock Market Forecasting Methods #Forecasting Techniques and Applications
  8. Causal Temporal Representation Learning with Nonstationary Sparse Transition
    2024/09/05 by Song, Xiangchen, Li, Zijian, Chen, Guangyi +4 · 3 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  9. On the Identification of Temporally Causal Representation with Instantaneous Dependence
    2024/05/24 by Li, Zijian, Shen, Yifan, Zheng, Kaitao +5 · 3 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  10. Position: Mechanistic Interpretability Should Prioritize Feature Consistency in SAEs
    2025/05/26 by Xiangchen Song, Song, Xiangchen, Aashiq Muhamed +13 · 3 citations
    Arts and Humanities · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Historical Studies in Central America #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  11. A Randomized Controlled Trial on Anonymizing Reviewers to Each Other in Peer Review Discussions
    2024/03/01 by Rastogi, Charvi, Song, Xiangchen, Jin, Zhijing +4 · 1 citation
    #Computers and Society (cs.CY) #Digital Libraries (cs.DL) #FOS: Computer and information sciences
  12. Reflection-Window Decoding: Text Generation with Selective Refinement
    2025/02/05 by Zeyu Tang, Tang, Zeyu, Zhenhao Chen +15 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques
  13. COVID-19 Literature Knowledge Graph Construction and Drug Repurposing Report Generation
    2020/07/01 by Qingyun Wang, Manling Li, Wang, Qingyun +51 · 1 citation
    Computer Science · Biochemistry, Genetics and Molecular Biology · #Topic Modeling #Biomedical Text Mining and Ontologies #Natural Language Processing Techniques