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03/29/2023
LMExplainer: a Knowledge-Enhanced Explainer for Language Models
Large language models (LMs) such as GPT-4 are very powerful and can proc...
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09/30/2022
Mind Reader: Reconstructing complex images from brain activities
Understanding how the brain encodes external stimuli and how these stimu...
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01/08/2022
Modeling Human-AI Team Decision Making
AI and humans bring complementary skills to group deliberations. Modelin...
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04/19/2021
Learning Interpretable Models for Coupled Networks Under Domain Constraints
Modeling the behavior of coupled networks is challenging due to their in...
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11/13/2020
Expertise and confidence explain how social influence evolves along intellective tasks
Discovering the antecedents of individuals' influence in collaborative e...
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05/31/2020
DANR: Discrepancy-aware Network Regularization
Network regularization is an effective tool for incorporating structural...
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10/02/2019
Estimating localized complexity of white-matter wiring with GANs
In-vivo examination of the physical connectivity of axonal projections t...
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02/14/2018
Spatial Coherence of Oriented White Matter Microstructure: Applications to White Matter Regions Associated with Genetic Similarity
We present a method to discover differences between populations with res...
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09/24/2017
Disabling External Influence in Social Networks via Edge Recommendation
Existing socio-psychological studies suggest that users of a social netw...
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11/18/2015
Behavior Query Discovery in System-Generated Temporal Graphs
Computer system monitoring generates huge amounts of logs that record th...
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10/12/2012
Inferring the Underlying Structure of Information Cascades
In social networks, information and influence diffuse among users as cas...
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10/07/2010
Profile Based Sub-Image Search in Image Databases
Sub-image search with high accuracy in natural images still remains a ch...
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06/19/2009