Fuxiao Liu
11 papers · 2021–2025 · 7 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π§ Keyword Pioneer π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (18) π Conference Polyglot (7)
π
Cross-Pollinator
(9)
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Renaissance Researcher
(6)
π
Century Club
(11)
β‘
Prolific Year
(6)
Conferences
ACL (2)
EMNLP (2)
ICLR (2)
NAACL (2)
COLING (1)
CVPR (1)
EACL (1)
Top co-authors
Keywords
multimodal learning
(3)
large language model
(3)
instruction tuning
(3)
benchmark evaluation
(2)
multimodal large language model
(2)
visual reasoning
(2)
transformer architecture
(2)
hallucination detection
(2)
knowledge distillation
(1)
causal effect estimation
(1)
fact verification
(1)
multi-modal learning
(1)
video understanding
(1)
image captioning
(1)
vision-language model
(1)
visual question answering
(1)
large multimodal model
(1)
sequence prediction
(1)
named entity recognition
(1)
deep learning
(1)
Papers
Eagle: Exploring The Design Space for Multimodal LLMs with Mixture of Encoders
ICLR 2025
Mosaic-IT: Cost-Free Compositional Data Synthesis for Instruction Tuning
ACL 2025
Large Language Models and Causal Inference in Collaboration: A Comprehensive Survey
NAACL 2025
Prediction of CRISPR On-Target Effects via Deep Learning
EMNLP 2024
Mitigating Hallucination in Large Multi-Modal Models via Robust Instruction Tuning
ICLR 2024
Mementos: A Comprehensive Benchmark for Multimodal Large Language Model Reasoning over Image Sequences
ACL 2024
From Multimodal LLM to Human-level AI: Modality, Instruction, Reasoning, Efficiency and beyond
COLING 2024
HallusionBench: An Advanced Diagnostic Suite for Entangled Language Hallucination and Visual Illusion in Large Vision-Language Models
CVPR 2024
MMC: Advancing Multimodal Chart Understanding with Large-scale Instruction Tuning
NAACL 2024
COVID-VTS: Fact Extraction and Verification on Short Video Platforms
EACL 2023
Visual News: Benchmark and Challenges in News Image Captioning
EMNLP 2021