From the 1 of 13 linked papers with an AI index.
13 papers
A Data-Centric Perspective on Tree Visualizations
Manling Yang, Alexandra Scott, Chris Ahn +4
Tree visualization (TreeVis) techniques span diverse designs. Existing taxonomies organize them by visual characteristics such as layout dimensionality, edge representation, and no…
ZipLine: Visual Analysis of Multivariate Graphs with Predicate Logic
Sjoerd Vink, Suyang Li, Brian Montambault +3
ZipLine is an interactive visual analytics system that lets users define and learn predicates linking graph topology, node attributes, and neighborhood relations, enabling integrat…
Prismatic World Model: Learning Compositional Dynamics for Planning in Hybrid Systems
Mingwei Li, Xiaoyuan Zhang, Chengwei Yang +2
Model-based planning in robotic domains is challenged by the hybrid nature of physical dynamics, where continuous motion is punctuated by discrete events such as contacts and impac…
The Override Gap: A Magnitude Account of Knowledge Conflict Failure in Hypernetwork-Based Instant LLM Adaptation
Shuaizhi Cheng, Xiang Shi, Zhiwei Zhang +1
Hypernetwork-based methods such as Doc-to-LoRA internalize a document into an LLM's weights in a single forward pass, but they fail systematically on conflicts: when the document c…
Formalising the Logit Shift Induced by LoRA: A Technical Note
Xiang Shi, Shuaizhi Cheng, Mingwei Li
This technical note provides a first-order formalisation of the logit shift and fact-margin change induced by Low-Rank Adaptation (LoRA). Using a first-order Fréchet approximation…
LatentGandr: Visual Exploration of Generative AI Latent Space via Local Embeddings
Mingwei Li, Suyang Li, Daisuke Sakurai +2
Generative AI has demonstrated significant potential in creative design, enabling the rapid generation of visual content and imaginative concepts. Although deep AI models achieve e…