Xiangchen Song
Scholar

Xiangchen Song

Google Scholar ID: foR8BIoAAAAJ
Carnegie Mellon University
Machine LearningCausalityData Mining
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Citations & Impact
All-time
Citations
1,141
 
H-index
16
 
i10-index
20
 
Publications
20
 
Co-authors
0
 
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No contact links provided.
Publications
9 items
Beyond the Black Box: Identifiable Interpretation and Control in Generative Models via Causal Minimality
2025
Cited
0
Multi-Scale Feature Fusion and Graph Neural Network Integration for Text Classification with Large Language Models
2025
Cited
0
Controllable Abstraction in Summary Generation for Large Language Models via Prompt Engineering
2025
Cited
0
Score-based Greedy Search for Structure Identification of Partially Observed Linear Causal Models
2025
Cited
0
Step-Aware Policy Optimization for Reasoning in Diffusion Large Language Models
2025
Cited
0
LLM Interpretability with Identifiable Temporal-Instantaneous Representation
2025
Cited
0
Position: Mechanistic Interpretability Should Prioritize Feature Consistency in SAEs
2025
Cited
0
Reflection-Window Decoding: Text Generation with Selective Refinement
2025
Cited
0
Resume (English only)
Co-authors
0 total
Co-authors: 0 (list not available)