XS
Xiangchen Song
cs.LGcs.AIcs.CLcs.IRstat.MLcs.CVstat.MEBrain Networkcs.CYcs.DL
On Valency
published · living versionsW_af3g4cpf·v1 · currentpublished
PEAR: Adaptive Advantage Reshaping for Perception and Exploration in Large Vision-Language Models
with Junxin Wang, Yingfeng Luo, Weiqiao Shan, Runsong Zhao +10
1 version
Preprints & journals
26 papers in the corpus · 2020–2025Beyond the Black Box: Identifiable Interpretation and Control in Generative Models via Causal Minimality2512.10720v2 · Lingjing Kong, Shaoan Xie, Guangyi Chen et al.2025 · 0 citationsarXiv
Score-based Greedy Search for Structure Identification of Partially Observed Linear Causal Models2510.04378v2 · Xinshuai Dong, Ignavier Ng, Haoyue Dai et al.2025 · 0 citationsarXiv
Advancing Reasoning in Diffusion Language Models with Denoising Process Rewards2510.01544v2 · Shaoan Xie, Lingjing Kong, Xiangchen Song et al.2025 · 0 citationsarXiv
LLM Interpretability with Identifiable Temporal-Instantaneous Representation2509.23323v2 · Xiangchen Song, Jiaqi Sun, Zijian Li et al.2025 · 0 citationsarXiv
Position: Mechanistic Interpretability Should Prioritize Feature Consistency in SAEs2505.20254v1 · Xiangchen Song, Aashiq Muhamed, Yujia Zheng et al.2025 · 0 citationsarXiv
Reflection-Window Decoding: Text Generation with Selective Refinement2502.03678v3 · Zeyu Tang, Zhenhao Chen, Xiangchen Song et al.2025 · 0 citationsarXiv
A randomized controlled trial on anonymizing reviewers to each other in peer review discussions.39729478 · Rastogi, Charvi, Song, Xiangchen, Jin, Zhijing et al.2024 · 2 citationsPloS one. 2024;19(12):e0315674
Causal Temporal Representation Learning with Nonstationary Sparse Transition2409.03142v1 · Xiangchen Song, Zijian Li, Guangyi Chen et al.2024 · 0 citationsarXiv
On the Identification of Temporally Causal Representation with Instantaneous Dependence2405.15325v4 · Zijian Li, Yifan Shen, Kaitao Zheng et al.2024 · 0 citationsarXiv
Nonstationary Time Series Forecasting via Unknown Distribution Adaptation2402.12767v4 · Zijian Li, Ruichu Cai, Zhenhui Yang et al.2024 · 1 citationarXiv
Calibration-then-Calculation: A Variance Reduced Metric Framework in Deep Click-Through Rate Prediction Models2401.16692v2 · Yewen Fan, Nian Si, Xiangchen Song et al.2024 · 0 citationsarXiv
CaRiNG: Learning Temporal Causal Representation under Non-Invertible Generation Process2401.14535v2 · Guangyi Chen, Yifan Shen, Zhenhao Chen et al.2024 · 0 citationsarXiv
A Versatile Causal Discovery Framework to Allow Causally-Related Hidden Variables2312.11001v1 · Xinshuai Dong, Biwei Huang, Ignavier Ng et al.2023 · 1 citationarXiv
DEEP DAG LEARNING OF EFFECTIVE BRAIN CONNECTIVITY FOR FMRI ANALYSIS.38868456 · Yu, Yue, Kan, Xuan, Cui, Hejie et al.2024 · 6 citationsProceedings. IEEE International Symposium on Biomedical Imaging. 2023;2023
Estimating Treatment Effects from Irregular Time Series Observations with Hidden Confounders2303.02320v1 · Defu Cao, James Enouen, Yujing Wang et al.2023 · 12 citationsarXiv
Learning Task-Aware Effective Brain Connectivity for fMRI Analysis with Graph Neural Networks2211.00261v1 · Yue Yu, Xuan Kan, Hejie Cui et al.2022 · 7 citationsarXiv
PLOT: Prompt Learning with Optimal Transport for Vision-Language Models2210.01253v2 · Guangyi Chen, Weiran Yao, Xiangchen Song et al.2022 · 42 citationsarXiv
TaxoEnrich: Self-Supervised Taxonomy Completion via Structure-Semantic Representations2202.04887v1 · Minhao Jiang, Xiangchen Song, Jieyu Zhang et al.2022 · 31 citationsarXiv
Learning Multi-granularity User Intent Unit for Session-based Recommendation2112.13197v3 · Jiayan Guo, Yaming Yang, Xiangchen Song et al.2021 · 88 citationsarXiv
Creating Training Sets via Weak Indirect Supervision2110.03484v3 · Jieyu Zhang, Bohan Wang, Xiangchen Song et al.2021 · 3 citationsarXiv
Attentive Knowledge-aware Graph Convolutional Networks with Collaborative Guidance for Personalized Recommendation2109.02046v2 · Yankai Chen, Yaming Yang, Yujing Wang et al.2021 · 91 citationsarXiv
Who Should Go First? A Self-Supervised Concept Sorting Model for Improving Taxonomy Expansion2104.03682v2 · Xiangchen Song, Jiaming Shen, Jieyu Zhang et al.2021 · 5 citationsarXiv
Taxonomy Completion via Triplet Matching Network2101.01896v3 · Jieyu Zhang, Xiangchen Song, Ying Zeng et al.2021 · 35 citationsarXiv
BiTe-GCN: A New GCN Architecture via BidirectionalConvolution of Topology and Features on Text-Rich Networks2010.12157v2 · Di Jin, Xiangchen Song, Zhizhi Yu et al.2020 · 18 citationsarXiv
COVID-19 Literature Knowledge Graph Construction and Drug Repurposing Report Generation2007.00576v6 · Qingyun Wang, Manling Li, Xuan Wang et al.2020 · 121 citationsarXiv
Comprehensive Named Entity Recognition on CORD-19 with Distant or Weak Supervision2003.12218v5 · Xuan Wang, Xiangchen Song, Bangzheng Li et al.2020 · 37 citationsarXiv
Career total: 32 works. 26 are in this corpus.
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