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Shichang Zhang

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Building Bridges, Not Walls -- Advancing Interpretability by Unifying Feature, Data, and Model Component Attribution

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Jan 31, 2025
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Generalized Group Data Attribution

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Oct 13, 2024
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Automated Molecular Concept Generation and Labeling with Large Language Models

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Jun 13, 2024
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Hierarchical Compression of Text-Rich Graphs via Large Language Models

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Jun 13, 2024
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Self-Control of LLM Behaviors by Compressing Suffix Gradient into Prefix Controller

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Jun 04, 2024
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Efficient Ensembles Improve Training Data Attribution

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May 27, 2024
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Parameter-Efficient Tuning Large Language Models for Graph Representation Learning

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Apr 28, 2024
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SciBench: Evaluating College-Level Scientific Problem-Solving Abilities of Large Language Models

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Jul 20, 2023
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A Survey on Graph Neural Network Acceleration: Algorithms, Systems, and Customized Hardware

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Jun 24, 2023
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PaGE-Link: Path-based Graph Neural Network Explanation for Heterogeneous Link Prediction

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Mar 21, 2023
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