Xiangdi Meng
4 papers · 2024–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(12)
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The Questioner
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Research topics
Keywords
decision making
(1)
data augmentation
(1)
autonomous driving
(1)
visual reasoning
(1)
embodied ai
(1)
synthetic data generation
(1)
instruction tuning
(1)
synthetic data
(1)
large multimodal model
(1)
model fine-tuning
(1)
multimodal large language model
(1)
hallucination mitigation
(1)
chain-of-thought prompting
(1)
multi-hop question answering
(1)
multimodal reasoning
(1)
zero-shot prompting
(1)
data filtering
(1)
finite state machine
(1)
sequential image reasoning
(1)
sub-question decomposition
(1)
Papers
Beyond Single Frames: Can LMMs Comprehend Implicit Narratives in Comic Strip?
EMNLP 2025
ResoFilter: Fine-grained Synthetic Data Filtering for Large Language Models through Data-Parameter Resonance Analysis
NAACL 2025
SG-FSM: A Self-Guiding Zero-Shot Prompting Paradigm for Multi-Hop Question Answering Based on Finite State Machine
NAACL 2025
PCA-Bench: Evaluating Multimodal Large Language Models in Perception-Cognition-Action Chain
ACL 2024