4 citations · 5 across the 14 of their papers we have counts for
14 papers
AlphaLogics: A Market Logic-Driven Multi-Agent System for Scalable and Interpretable Alpha Factor Generation
Zhangyuhua Weng, Shengli Zhang, Taotao Wang +1
Factor investing is ultimately grounded in market logic - the latent mechanism behind observed alpha factors that explains why they should persist across assets and regimes. Howeve…
TimberAgent: Gram-Guided Retrieval for Executable Music Effect Control
Shihao He, Yihan Xia, Fang Liu +2
Digital audio workstations expose rich effect chains, yet a semantic gap remains between perceptual user intent and low-level signal-processing parameters. We study retrieval-groun…
Agentic Peer-to-Peer Networks: From Content Distribution to Capability and Action Sharing
Taotao Wang, Lizhao You, Jingwen Tong +2
The ongoing shift of Artificial Intelligence (AI) from centralized cloud application programming interfaces (APIs) to local inference on edge devices is enabling Client-Side Autono…
From Raw Data to Shared 3D Semantics: Task-Oriented Communication for Multi-Robot Collaboration
Ruibo Xue, Jiedan Tan, Fang Liu +3
Multi-robot systems (MRS) rely on exchanging raw sensory data to cooperate in complex three-dimensional (3D) environments. However, this strategy often leads to severe communicatio…
Wireless Streamlet: A Spectrum-Aware and Cognitive Consensus Protocol for Edge IoT
Taotao Wang, Long Shi, Fang Liu +2
Blockchain offers a decentralized trust framework for the Internet of Things (IoT), yet deploying consensus in spectrum-congested and dynamic wireless edge IoT networks faces funda…
ZK-AMS: Credibly Anonymous Admission for Web 3.0 Platforms via Recursive Proof Aggregation
Zibin Lin, Taotao Wang, Shengli Zhang +3
Web 3.0 platforms need an onboarding mechanism that can admit real users at scale without forcing them to reveal identity documents or pay one on-chain verification cost per user.…
An LLM-Agent-Based Framework for Age of Information Optimization in Heterogeneous Random Access Networks
Fang Liu, Erchao Zhu, Jiedan Tan +3
With the rapid expansion of the Internet of Things (IoT) and heterogeneous wireless networks, the Age of Information (AoI) has emerged as a critical metric for evaluating the perfo…
DAO-Agent: Zero Knowledge-Verified Incentives for Decentralized Multi-Agent Coordination
Yihan Xia, Taotao Wang, Wenxin Xu +1
Autonomous Large Language Model (LLM)-based multi-agent systems have emerged as a promising paradigm for facilitating cross-application and cross-organization collaborations. These…
Binding Agent ID: Unleashing the Power of AI Agents with accountability and credibility
Zibin Lin, Shengli Zhang, Guofu Liao +2
Autonomous AI agents lack traceable accountability mechanisms, creating a fundamental dilemma where systems must either operate as ``downgraded tools'' or risk real-world abuse. Th…
HiveMind: Contribution-Guided Online Prompt Optimization of LLM Multi-Agent Systems
Yihan Xia, Taotao Wang, Shengli Zhang +3
Recent advances in LLM-based multi-agent systems have demonstrated remarkable capabilities in complex decision-making scenarios such as financial trading and software engineering.…
VeriLoRA: Fine-Tuning Large Language Models with Verifiable Security via Zero-Knowledge Proofs
Guofu Liao, Taotao Wang, Shengli Zhang +3
Fine-tuning large language models (LLMs) is crucial for adapting them to specific tasks, yet it remains computationally demanding and raises concerns about correctness and privacy,…
Zero-Knowledge Federated Learning: A New Trustworthy and Privacy-Preserving Distributed Learning Paradigm
Taotao Wang, Yuxin Jin, Qing Yang +3
Federated Learning (FL) has emerged as a promising paradigm in distributed machine learning, enabling collaborative model training while preserving data privacy. However, despite i…
Programming on Bitcoin: A Survey of Layer 1 and Layer 2 Technologies in Bitcoin Ecosystem
Guofu Liao, Taotao Wang, Qing Yang +7
This paper surveys innovative protocols that enhance the programming functionality of the Bitcoin blockchain, a key part of the "Bitcoin Ecosystem." Bitcoin utilizes the Unspent Tr…
BioZero: Privacy-Preserving and Publicly Verifiable On-Chain Biometric Authentication via Homomorphic Commitments and Zero-Knowledge Proofs
Zibin Lin, Taotao Wang, Junhao Lai +3
Decentralized identity systems promise user-controlled identifiers and cross-domain verification without a shared identity provider, yet authentication still reduces to possession…