Mingquan Lin
4 papers · 2023–2026 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Cross-Pollinator (15) π Renaissance Researcher (5) π Conference Polyglot (3) πΊοΈ Taxonomy Completionist (10)
π§
Keyword Pioneer
π₯
Mega-Team
(21)
Conferences
ACL (2)
CVPR (1)
MIDL (1)
Top co-authors
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