Search Results for author: Weikang Qiu

Found 4 papers, 1 papers with code

An Item is Worth a Prompt: Versatile Image Editing with Disentangled Control

1 code implementation7 Mar 2024 Aosong Feng, Weikang Qiu, Jinbin Bai, Kaicheng Zhou, Zhen Dong, Xiao Zhang, Rex Ying, Leandros Tassiulas

Building on the success of text-to-image diffusion models (DPMs), image editing is an important application to enable human interaction with AI-generated content.

Descriptive

Learning High-Order Relationships of Brain Regions

no code implementations2 Dec 2023 Weikang Qiu, Huangrui Chu, Selena Wang, Haolan Zuo, Xiaoxiao Li, Yize Zhao, Rex Ying

In response to this gap, we propose a novel method named HYBRID which aims to extract MIMR high-order relationships from fMRI data.

Revisiting the Knowledge Injection Frameworks

no code implementations2 Nov 2023 Peng Fu, Yiming Zhang, Haobo Wang, Weikang Qiu, Junbo Zhao

Briefly, the core of this technique is rooted in an ideological emphasis on the pruning and purification of the external knowledge base to be injected into LLMs.

Learning Graph Search Heuristics

no code implementations Learning on Graphs 2022 Michal Pándy, Weikang Qiu, Gabriele Corso, Petar Veličković, Rex Ying, Jure Leskovec, Pietro Liò

At training time, we aggregate datasets of search trajectories and ground-truth shortest path distances, which we use to train a specialized graph neural network-based heuristic function using backpropagation through steps of the pathfinding process.

Graph Representation Learning Imitation Learning

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