Search Results for author: Yulin Liu

Found 13 papers, 8 papers with code

The Economics of Blockchain Governance: Evaluate Liquid Democracy on the Internet Computer

no code implementations21 Apr 2024 Yulin Liu, Luyao Zhang

Decentralized Autonomous Organizations (DAOs), utilizing blockchain technology to enable collective governance, are a promising innovation.

Generic 3D Diffusion Adapter Using Controlled Multi-View Editing

1 code implementation18 Mar 2024 Hansheng Chen, Ruoxi Shi, Yulin Liu, Bokui Shen, Jiayuan Gu, Gordon Wetzstein, Hao Su, Leonidas Guibas

Open-domain 3D object synthesis has been lagging behind image synthesis due to limited data and higher computational complexity.

3D Generation Image to 3D +2

Delving into Discrete Normalizing Flows on SO(3) Manifold for Probabilistic Rotation Modeling

1 code implementation CVPR 2023 Yulin Liu, Haoran Liu, Yingda Yin, Yang Wang, Baoquan Chen, He Wang

Normalizing flows (NFs) provide a powerful tool to construct an expressive distribution by a sequence of trackable transformations of a base distribution and form a probabilistic model of underlying data.

Blockchain Network Analysis: A Comparative Study of Decentralized Banks

1 code implementation11 Dec 2022 Yufan Zhang, Zichao Chen, Yutong Sun, Yulin Liu, Luyao Zhang

We apply core-periphery network features analysis using the transaction data from four decentralized banks, Liquity, Aave, MakerDao, and Compound.

SoK: Blockchain Decentralization

2 code implementations9 May 2022 Luyao Zhang, Xinshi Ma, Yulin Liu

Blockchain introduces decentralized trust in peer-to-peer networks, advancing security and democratizing systems.

Causal Inference Descriptive

Cryptocurrency Valuation: An Explainable AI Approach

1 code implementation30 Jan 2022 Yulin Liu, Luyao Zhang

Currently, there are no convincing proxies for the fundamentals of cryptocurrency assets.

Optimal Algorithmic Monetary Policy

no code implementations16 Apr 2021 Luyao Zhang, Yulin Liu

Algorithmic stablecoins utilize a monetary policy that is entirely rule-based.

Deciphering Bitcoin Blockchain Data by Cohort Analysis

2 code implementations27 Feb 2021 Yulin Liu, Luyao Zhang, Yinhong Zhao

Specifically, we query and process the Bitcoin transaction input and output data within each daily cohort.

Modeling Household Online Shopping Demand in the U.S.: A Machine Learning Approach and Comparative Investigation between 2009 and 2017

no code implementations11 Jan 2021 Limon Barua, Bo Zou, Yan, Zhou, Yulin Liu

Extensive post-modeling investigation is conducted in a comparative manner between 2009 and 2017, including quantifying the importance of each input variable in predicting online shopping demand, and characterizing value-dependent relationships between demand and the input variables.

Feature Importance

Cross-modality Knowledge Transfer for Prostate Segmentation from CT Scans

no code implementations26 Aug 2019 Yucheng Liu, Naji Khosravan, Yulin Liu, Joseph Stember, Jonathan Shoag, Christopher E. Barbieri, Ulas Bagci, Sachin Jambawalikar

By using SynCT images (without segmentation labels) and MR images (with segmentation labels available), we have trained a deep segmentation network for precise delineation of prostate from real CT scans.

Image Segmentation Medical Image Segmentation +4

Predicting Aircraft Trajectories: A Deep Generative Convolutional Recurrent Neural Networks Approach

2 code implementations31 Dec 2018 Yulin Liu, Mark Hansen

Reliable 4D aircraft trajectory prediction, whether in a real-time setting or for analysis of counterfactuals, is important to the efficiency of the aviation system.

Trajectory Prediction

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