Liu Hongjun

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authored 8 papers 3 months ago

SwarmSys: Decentralized Swarm-Inspired Agents for Scalable and Adaptive Reasoning

Paper • 2510.10047 • Published Oct 11, 2025 • 13

KnowledgeMath: Knowledge-Intensive Math Word Problem Solving in Finance Domains

Paper • 2311.09797 • Published Nov 16, 2023 • 1

DocMath-Eval: Evaluating Numerical Reasoning Capabilities of LLMs in Understanding Long Documents with Tabular Data

Paper • 2311.09805 • Published Nov 16, 2023 • 3

PuzzlePlex: Benchmarking Foundation Models on Reasoning and Planning with Puzzles

Paper • 2510.06475 • Published Oct 7, 2025 • 1

SUCEA: Reasoning-Intensive Retrieval for Adversarial Fact-checking through Claim Decomposition and Editing

Paper • 2506.04583 • Published Jun 5, 2025

MedMMV: A Controllable Multimodal Multi-Agent Framework for Reliable and Verifiable Clinical Reasoning

Paper • 2509.24314 • Published Sep 29, 2025 • 1

Superclass-Guided Representation Disentanglement for Spurious Correlation Mitigation

Paper • 2508.08570 • Published Aug 12, 2025

FinDVer: Explainable Claim Verification over Long and Hybrid-Content Financial Documents

Paper • 2411.05764 • Published Nov 8, 2024