Search Results for author: Jiahua Xu

Found 23 papers, 12 papers with code

\textsc{Perseus}: Tracing the Masterminds Behind Cryptocurrency Pump-and-Dump Schemes

no code implementations3 Mar 2025 Honglin Fu, Yebo Feng, Cong Wu, Jiahua Xu

Previous research detects pump-and-dump activities in the market, predicts the target cryptocurrency, and examines investors and \ac{osn} entities.

Fraud Detection

LLM-Powered Multi-Agent System for Automated Crypto Portfolio Management

no code implementations1 Jan 2025 Yichen Luo, Yebo Feng, Jiahua Xu, Paolo Tasca, Yang Liu

Our framework uses specialized agents that collaborate within and across teams to handle subtasks such as data analysis, literature integration, and investment decision-making for the top 30 cryptocurrencies by market capitalization.

Management

Motion Artifact Removal in Pixel-Frequency Domain via Alternate Masks and Diffusion Model

1 code implementation10 Dec 2024 Jiahua Xu, Dawei Zhou, Lei Hu, Jianfeng Guo, Feng Yang, Zaiyi Liu, Nannan Wang, Xinbo Gao

Motion artifacts present in magnetic resonance imaging (MRI) can seriously interfere with clinical diagnosis.

No Questions Asked: Effects of Transparency on Stablecoin Liquidity During the Collapse of Silicon Valley Bank

no code implementations16 Jul 2024 Walter Hernandez Cruz, Jiahua Xu, Paolo Tasca, Carlo Campajola

Fiat-pegged stablecoins are by nature exposed to spillover effects during market turmoil in Traditional Finance (TradFi).

LiSD: An Efficient Multi-Task Learning Framework for LiDAR Segmentation and Detection

no code implementations11 Jun 2024 Jiahua Xu, Si Zuo, Chenfeng Wei, Wei Zhou

It is worth noting that LiSD achieves the state-of-the-art performance of 83. 3% mIoU on the nuScenes segmentation benchmark for lidar-only methods.

3D Semantic Segmentation Autonomous Driving +5

Piercing the Veil of TVL: DeFi Reappraised

1 code implementation17 Apr 2024 Yichen Luo, Yebo Feng, Jiahua Xu, Paolo Tasca

We conduct sensitivity tests to evaluate the stability of TVL compared to TVR, demonstrating the former's significantly higher level of instability than the latter, especially during market downturns: A 25% decline in the price of Ether (ETH) leads to a \$1 billion greater non-linear decrease in TVL compared to TVR via the liquidations triggered by derivative tokens.

Evolution of ESG-focused DLT Research: An NLP Analysis of the Literature

1 code implementation23 Aug 2023 Walter Hernandez Cruz, Kamil Tylinski, Alastair Moore, Niall Roche, Nikhil Vadgama, Horst Treiblmaier, Jiangbo Shangguan, Paolo Tasca, Jiahua Xu

Emerging technologies, such as Distributed Ledger Technology (DLT), face growing scrutiny for their environmental impact, especially when it comes to the energy use of the Proof of Work (PoW) consensus mechanism and broader Environmental, Social, and Governance (ESG) considerations.

Language Modeling Language Modelling +5

Auto.gov: Learning-based Governance for Decentralized Finance (DeFi)

1 code implementation19 Feb 2023 Jiahua Xu, Yebo Feng, Daniel Perez, Benjamin Livshits

Decentralized finance (DeFi) is an integral component of the blockchain ecosystem, enabling a range of financial activities through smart-contract-based protocols.

Reinforcement Learning (RL)

DeFi versus TradFi: Valuation Using Multiples and Discounted Cash Flows

no code implementations30 Oct 2022 Teng Andrea Xu, Jiahua Xu, Kristof Lommers

As of August 2022, blockchain-based assets boast a combined market capitalisation exceeding one trillion USD, among which the most prominent are the decentralised autonomous organisation (DAO) tokens associated with decentralised finance (DeFi) protocols.

Reap the Harvest on Blockchain: A Survey of Yield Farming Protocols

1 code implementation9 Oct 2022 Jiahua Xu, Yebo Feng

Yield farming represents an immensely popular asset management activity in decentralized finance (DeFi).

Asset Management

A Short Survey on Business Models of Decentralized Finance (DeFi) Protocols

1 code implementation15 Feb 2022 Teng Andrea Xu, Jiahua Xu

Decentralized Finance (DeFi) services are moving traditional financial operations to the Internet of Value (IOV) by exploiting smart contracts, distributed ledgers, and clever heterogeneous transactions among different protocols.

Dual Skip Connections Minimize the False Positive Rate of Lung Nodule Detection in CT images

no code implementations25 Oct 2021 Jiahua Xu, Philipp Ernst, Tung Lung Liu, Andreas Nürnberger

Pulmonary cancer is one of the most commonly diagnosed and fatal cancers and is often diagnosed by incidental findings on computed tomography.

Lesion Detection Lung Nodule Detection

SoK: Yield Aggregators in DeFi

1 code implementation28 May 2021 Simon Cousaert, Jiahua Xu, Toshiko Matsui

Yield farming has been an immensely popular activity for cryptocurrency holders since the explosion of Decentralized Finance (DeFi) in the summer of 2020.

SoK: Decentralized Exchanges (DEX) with Automated Market Maker (AMM) Protocols

1 code implementation23 Mar 2021 Jiahua Xu, Krzysztof Paruch, Simon Cousaert, Yebo Feng

As an integral part of the decentralized finance (DeFi) ecosystem, decentralized exchanges (DEXs) with automated market maker (AMM) protocols have gained massive traction with the recently revived interest in blockchain and distributed ledger technology (DLT) in general.

No-Reference Quality Assessment for 360-degree Images by Analysis of Multi-frequency Information and Local-global Naturalness

no code implementations22 Feb 2021 Wei Zhou, Jiahua Xu, Qiuping Jiang, Zhibo Chen

To our knowledge, the proposed model is the first no-reference quality assessment method for 360-degreee images that combines multi-frequency information and image naturalness.

ERP Image Quality Assessment

Triple-entry Accounting, Blockchain and Next of Kin: Towards a Standardisation of Ledger Terminology

no code implementations5 Jan 2021 Juan Ignacio Ibañez, Chris N. Bayer, Paolo Tasca, Jiahua Xu

Triple-entry accounting (TEA) is simultaneously a novel application in the blockchain universe and one of the many concepts applied in blockchain technology.

Cryptography and Security

Liquidations: DeFi on a Knife-edge

1 code implementation28 Sep 2020 Daniel Perez, Sam M. Werner, Jiahua Xu, Benjamin Livshits

We find that liquidators' efficiency has improved significantly over time, with currently over 70% of liquidable positions being immediately liquidated.

Revisiting Transactional Statistics of High-scalability Blockchain

1 code implementation5 Mar 2020 Daniel Perez, Jiahua Xu, Benjamin Livshits

In particular, 96% of the transactions on EOSIO were triggered by the airdrop of a currently valueless token; on Tezos, 76% of throughput was used for maintaining consensus; and over 94% of transactions on XRPL carried no economic value.

Cryptography and Security

Binocular Rivalry Oriented Predictive Auto-Encoding Network for Blind Stereoscopic Image Quality Measurement

1 code implementation4 Sep 2019 Jiahua Xu, Wei Zhou, Zhibo Chen, Suiyi Ling, Patrick Le Callet

Stereoscopic image quality measurement (SIQM) has become increasingly important for guiding stereo image processing and commutation systems due to the widespread usage of 3D contents.

Multimedia Image and Video Processing

Stereoscopic Omnidirectional Image Quality Assessment Based on Predictive Coding Theory

no code implementations12 Jun 2019 Zhibo Chen, Jiahua Xu, Chaoyi Lin, Wei Zhou

In this paper, based on the predictive coding theory of the human vision system (HVS), we propose a stereoscopic omnidirectional image quality evaluator (SOIQE) to cope with the characteristics of 3D 360-degree images.

Image Quality Assessment

The Anatomy of a Cryptocurrency Pump-and-Dump Scheme

1 code implementation25 Nov 2018 Jiahua Xu, Benjamin Livshits

While pump-and-dump schemes have attracted the attention of cryptocurrency observers and regulators alike, this paper represents the first detailed empirical query of pump-and-dump activities in cryptocurrency markets.

Anatomy

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