GX
Guojun Xiong
cs.LGcs.AIcs.CLcs.CEstat.MLcs.DCcs.MAcs.NIeess.SPmath.OC
On Valency
published · living versionsW_8hhbrqwy·v1 · currentpublished
IF-MAP: Influence-Function-Inspired Agent Prioritization in Multi-Agent Systems
with Jie Mao, Pingchen Lu, Zikun Qu, Jiahang Sun +4
1 version
Preprints & journals
33 papers in the corpus · 2018–2026IF-MAP: Influence-Function-Inspired Agent Prioritization in Multi-Agent Systems2610.24383v1 · Jie Mao, Pingchen Lu, Zikun Qu et al.2026 · 0 citationsarXivon Valency
MeCaMIL: Causality-Aware Multiple Instance Learning for Fair and Interpretable Whole Slide Image Diagnosis.42441444 · Song, Yiran, Zhang, Yikai, Zhou, Shuang et al.2026 · 0 citationsIEEE transactions on medical imaging. 2026;45(9):4861-4875
ShiJianBench: From Dialogue to Decision for Long-Horizon Evaluation of Investment Advisors2608.01204v1 · Jie Gong, Maowei Jiang, Zhiwei Liu et al.2026 · 0 citationsarXiv
Not All Tokens Are Equal: Inflation-Aware Routing for Agentic LLM Systems2608.13571v1 · Heming Fu, Shan Lin, Qianqian Xie et al.2026 · 0 citationsarXiv
Health Facility Location in Ethiopia: Leveraging LLMs to Integrate Expert Knowledge into Algorithmic Planning2601.11479v2 · Yohai Trabelsi, Guojun Xiong, Fentabil Getnet et al.2026 · 0 citationsarXiv
MiraMind: Benchmarking Reliable Mental Health Reasoning beyond Answer Accuracy2512.09636v3 · Mengxi Xiao, Kailai Yang, Pengde Zhao et al.2025 · 0 citationsarXiv
FinAuditing: A Financial Taxonomy-Structured Multi-Document Benchmark for Evaluating LLMs2510.08886v3 · Yan Wang, Keyi Wang, Shanshan Yang et al.2025 · 0 citationsarXiv
MARLIN: Multi-Agent Reinforcement Learning with Murmuration Intelligence and LLM Guidance for Reservoir Management2509.25034v4 · Heming Fu, Shan Lin, Guojun Xiong2025 · 0 citationsarXiv
VORTEX: Aligning Task Utility and Human Preferences through LLM-Guided Reward Shaping2509.16399v1 · Guojun Xiong, Milind Tambe2025 · 0 citationsarXiv
Composite Flow Matching for Reinforcement Learning with Shifted-Dynamics Data2505.23062v4 · Lingkai Kong, Haichuan Wang, Tonghan Wang et al.2025 · 0 citationsarXiv
Multi-Agent Reinforcement Learning for Decentralized Reservoir Management via Murmuration Intelligence2504.11569v1 · Heming Fu, Guojun Xiong, Jian Li et al.2025 · 3 citationsarXiv
FLAG-Trader: Fusion LLM-Agent with Gradient-based Reinforcement Learning for Financial Trading2502.11433v3 · Guojun Xiong, Zhiyang Deng, Keyi Wang et al.2025 · 5 citationsarXiv
Rule-Bottleneck Reinforcement Learning: Joint Explanation and Decision Optimization for Resource Allocation with Language Agents2502.10732v1 · Mauricio Tec, Guojun Xiong, Haichuan Wang et al.2025 · 0 citationsarXiv
Finite-Horizon Single-Pull Restless Bandits: An Efficient Index Policy For Scarce Resource Allocation2501.06103v1 · Guojun Xiong, Haichuan Wang, Yuqi Pan et al.2025 · 0 citationsarXiv
INVESTORBENCH: A Benchmark for Financial Decision-Making Tasks with LLM-based Agent2412.18174v1 · Haohang Li, Yupeng Cao, Yangyang Yu et al.2024 · 13 citationsarXiv
On the Linear Speedup of Personalized Federated Reinforcement Learning with Shared Representations2411.15014v2 · Guojun Xiong, Shufan Wang, Daniel Jiang et al.2024 · 0 citationsarXiv
Optimizing Vital Sign Monitoring in Resource-Constrained Maternal Care: An RL-Based Restless Bandit Approach2410.08377v1 · Niclas Boehmer, Yunfan Zhao, Guojun Xiong et al.2024 · 2 citationsarXiv
Decentralized Federated Learning with Model Caching on Mobile Agents2408.14001v2 · Xiaoyu Wang, Guojun Xiong, Houwei Cao et al.2024 · 6 citationsarXiv
Open-FinLLMs: Open Multimodal Large Language Models for Financial Applications2408.11878v3 · Jimin Huang, Mengxi Xiao, Dong Li et al.2024 · 4 citationsarXiv
FinCon: A Synthesized LLM Multi-Agent System with Conceptual Verbal Reinforcement for Enhanced Financial Decision Making2407.06567v3 · Yangyang Yu, Zhiyuan Yao, Haohang Li et al.2024 · 50 citationsarXiv
Provably Efficient Reinforcement Learning for Adversarial Restless Multi-Armed Bandits with Unknown Transitions and Bandit Feedback2405.00950v1 · Guojun Xiong, Jian Li2024 · 0 citationsarXiv
Structured Reinforcement Learning for Delay-Optimal Data Transmission in Dense mmWave Networks2404.16920v1 · Shufan Wang, Guojun Xiong, Shichen Zhang et al.2024 · 1 citationarXiv
FinBen: A Holistic Financial Benchmark for Large Language Models2402.12659v2 · Qianqian Xie, Weiguang Han, Zhengyu Chen et al.2024 · 55 citationsarXiv
DePRL: Achieving Linear Convergence Speedup in Personalized Decentralized Learning with Shared Representations2312.10815v1 · Guojun Xiong, Gang Yan, Shiqiang Wang et al.2023 · 8 citationsarXiv
Online Restless Multi-Armed Bandits with Long-Term Fairness Constraints2312.10303v2 · Shufan Wang, Guojun Xiong, Jian Li2023 · 9 citationsarXiv
Straggler-Resilient Decentralized Learning via Adaptive Asynchronous Updates2306.06559v2 · Guojun Xiong, Gang Yan, Shiqiang Wang et al.2023 · 8 citationsarXiv
Decentralized Stochastic Multi-Player Multi-Armed Walking Bandits2212.06279v1 · Guojun Xiong, Jian Li2022 · 2 citationsarXiv
Whittle Index based Q-Learning for Wireless Edge Caching with Linear Function Approximation2202.13187v2 · Guojun Xiong, Shufan Wang, Jian Li et al.2022 · 9 citationsarXiv
Reinforcement Learning for Finite-Horizon Restless Multi-Armed Multi-Action Bandits2109.09855v2 · Guojun Xiong, Jian Li, Rahul Singh2021 · 1 citationarXiv
Straggler-Resilient Distributed Machine Learning with Dynamic Backup Workers2102.06280v1 · Guojun Xiong, Gang Yan, Rahul Singh et al.2021 · 9 citationsarXiv
Learning Augmented Index Policy for Optimal Service Placement at the Network Edge2101.03641v2 · Guojun Xiong, Rahul Singh, Jian Li2021 · 7 citationsarXiv
Decorrelation Deep Learning for Fingerprint-based Indoor Localization1908.02014v1 · Guojun Xiong, Taejoon Kim, Erik Perrins2019 · 2 citationsarXiv
Leveraging Subspace Information for Low-Rank Matrix Reconstruction1805.11946v3 · Wei Zhang, Taejoon Kim, Guojun Xiong et al.2018 · 2 citationshttps://doi.org/10.1016/j.sigpro.2019.05.013
Career total: 46 works. 33 are in this corpus.
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