Yujun Zhou
12 papers · 2022–2026 · 8 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (26) π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Grand Slam
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Dynamic Duo
(10)
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The Questioner
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Unstoppable Β· Bronze
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Century Club Β· Bronze
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Keyword Collector
(70)
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Research topics
Artificial Intelligence
(11)
Core AI
(11)
Machine Learning
(7)
Deep Learning
(4)
Learning Types Β· Machine Learning
(4)
Core Methods
(3)
Optimization & Theory Β· Machine Learning
(3)
Natural Language Processing
(2)
Applications
(2)
Learning Types Β· Deep Learning
(2)
Healthcare & Medicine
(1)
Application Areas
(1)
Architectures
(1)
Learning Paradigms
(1)
Optimization & Theory Β· Deep Learning
(1)
Keywords
large language model
(4)
adversarial perturbation
(2)
evasion attack
(2)
categorical data
(2)
multimodal large language model
(2)
question answering
(2)
logical reasoning
(1)
few-shot learning
(1)
benchmark evaluation
(1)
model evaluation
(1)
multimodal learning
(1)
machine unlearning
(1)
evaluation framework
(1)
machine learning
(1)
greedy algorithm
(1)
adversarial robustness
(1)
multi-armed bandit
(1)
adversarial attack
(1)
in-context learning
(1)
combinatorial search
(1)
Papers
Stable and Efficient Single-Rollout RL for Multimodal Reasoning
CVPR 2026
Too Correct to Learn: Reinforcement Learning on Saturated Reasoning Data
ACL 2026
Your Reasoning Model is Secretly a Reward Model - Optimization-Free Verification from Experience
ACL 2026
Artificial Intelligence in Spectroscopy: Advancing Chemistry from Prediction To Generation and Beyond
IJCAI 2025
Beyond Single-Value Metrics: Evaluating and Enhancing LLM Unlearning with Cognitive Diagnosis
ACL 2025
Dissecting Logical Reasoning in LLMs: A Fine-Grained Evaluation and Supervision Study
EMNLP 2025
Attack-free Evaluating and Enhancing Adversarial Robustness on Categorical Data
ICML 2024
Can LLMs Solve Molecule Puzzles? A Multimodal Benchmark for Molecular Structure Elucidation
NeurIPS 2024
Defending Jailbreak Prompts via In-Context Adversarial Game
EMNLP 2024
SceMQA: A Scientific College Entrance Level Multimodal Question Answering Benchmark
ACL 2024
Towards Efficient and Domain-Agnostic Evasion Attack with High-Dimensional Categorical Inputs
AAAI 2023
Towards Understanding the Robustness Against Evasion Attack on Categorical Data
ICLR 2022