Mingquan Lin

4 papers · 2023–2026 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (11) 👥 Mega-Team · Squad

Venues

ACL (2) CVPR (1) MIDL (1)

Top co-authors

Xueqing Peng (2) Qianqian Xie (2) Xiao-Yang Liu (2) Jimin Huang (2) Haohang Li (2) GUOJUN XIONG (2) Yupeng Cao (2) Sophia Ananiadou (2) Kaleb E Smith (2) Yangyang Yu (2)

Research topics

Artificial Intelligence (3) Core AI (3) Computer Vision (1) Deep Learning (1) Natural Language Processing (1) Reinforcement Learning (1) Analysis (1) Applications (1) Domain-Specific (1) Generation (1) Methods (1) Models (1) Resources & Methods (1)

Keywords

large language model (2) feature extraction (1) policy gradient (1) object detection (1) visual question answering (1) attention mechanism (1) multimodal learning (1) convolutional neural network (1) parameter-efficient fine-tuning (1) multimodal large language model (1) hallucination mitigation (1) chest x-ray (1) optical character recognition (1) causal mask (1) financial reasoning (1) bidirectional long short-term memory (1) cross-lingual reasoning (1) token propagation (1) causal decoding (1) financial trading (1)

Papers

MultiFinBen: Benchmarking Large Language Models for Multilingual and Multimodal Financial Application ACL 2026 FLAG-TRADER: Fusion LLM-Agent with Gradient-based Reinforcement Learning for Financial Trading ACL 2025 Seeing Far and Clearly: Mitigating Hallucinations in MLLMs with Attention Causal Decoding CVPR 2025 An end-to-end framework for diagnosing COVID-19 pneumonia via Parallel Recursive MLP module and Bi-LTSM correlation MIDL 2023