Scholar
Lingjing Kong
Google Scholar ID: 4hAlzvkAAAAJ
Carnegie Mellon University
Machine Learning
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1,978
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17
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lingjink@cs.cmu.edu
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Publications
15 items
Beyond Perplexity: A Behavioral Evaluation Framework for Deployment-Memory Claims in LLM Test-Time Training
2026
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0
From Reasoning Traces to Reusable Modules: Understanding Compositional Generalization in Language Model Reasoning
2026
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0
World Action Verifier: Self-Improving World Models via Forward-Inverse Asymmetry
2026
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0
Beyond the Black Box: Identifiable Interpretation and Control in Generative Models via Causal Minimality
2025
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0
Learning by Analogy: A Causal Framework for Composition Generalization
2025
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Towards Self-Refinement of Vision-Language Models with Triangular Consistency
2025
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Selection, Reflection and Self-Refinement: Revisit Reasoning Tasks via a Causal Lens
2025
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Step-Aware Policy Optimization for Reasoning in Diffusion Large Language Models
2025
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