Huichi Zhou
7 papers · 2024–2026 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(16)
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Mega-Team · Squad
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Research topics
Keywords
large language model
(3)
text classification
(2)
adversarial attack
(2)
instruction following
(1)
semantic consistency
(1)
diffusion model
(1)
adversarial defense
(1)
benchmark dataset
(1)
vision-language model
(1)
model fine-tuning
(1)
multimodal large language model
(1)
multimodal reasoning
(1)
radiology report generation
(1)
graphical user interface
(1)
fine-grained evaluation
(1)
small language model
(1)
gui agent
(1)
word-level attack
(1)
format following
(1)
json format
(1)
Papers
GEMA-Score: Granular Explainable Multi-Agent Scoring Framework for Radiology Report Evaluation
AAAI 2026
Musical Score Understanding Benchmark: Evaluating Large Language Models’ Comprehension of Complete Musical Scores
ACL 2026
DiffuseDef: Improved Robustness to Adversarial Attacks via Iterative Denoising
ACL 2025
GUI-World: A Video Benchmark and Dataset for Multimodal GUI-oriented Understanding
ICLR 2025
Verifiable Format Control for Large Language Model Generations
NAACL 2025
Evaluating the Validity of Word-level Adversarial Attacks with Large Language Models
ACL 2024
MLLM-as-a-Judge: Assessing Multimodal LLM-as-a-Judge with Vision-Language Benchmark
ICML 2024