Xiaojin Zhang
9 papers · 2020–2026 · 6 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (25) β The Questioner
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Research topics
Artificial Intelligence
(7)
Core AI
(7)
Machine Learning
(5)
Optimization & Theory
(3)
Deep Learning
(2)
Mathematics & Optimization
(2)
Natural Language Processing
(2)
Application Areas
(2)
Learning Types
(2)
Optimization
(2)
Reinforcement Learning
(1)
Applications
(1)
Core Methods
(1)
Learning Paradigms Β· Artificial Intelligence
(1)
Learning Paradigms Β· Machine Learning
(1)
Keywords
sample complexity
(2)
multi-armed bandit
(2)
multimodal large language model
(2)
reinforcement learning
(1)
imitation learning
(1)
model robustness
(1)
adversarial robustness
(1)
regret bound
(1)
video understanding
(1)
visual reasoning
(1)
visual grounding
(1)
minimax optimization
(1)
outlier detection
(1)
exploration exploitation
(1)
best arm identification
(1)
question answering
(1)
adversarial learning
(1)
adaptive algorithm
(1)
benchmark dataset
(1)
stochastic optimization
(1)
Papers
AutoLink: Autonomous Schema Exploration and Expansion for Scalable Schema Linking in Text-to-SQL at Scale
AAAI 2026
Doc-V*: Coarse-to-Fine Interactive Visual Reasoning for Multi-Page Document VQA
ACL 2026
KVSmooth: Mitigating Hallucination in Multi-modal Large Language Models through Key-Value Smoothing
CVPR 2026
Mitigating Safety Context Amnesia in Multimodal Reasoning Models via Intent-Guided Safety Reasoning
ACL 2026
Do Current Video LLMs Have Strong OCR Abilities? A Preliminary Study
COLING 2025
FedAA: A Reinforcement Learning Perspective on Adaptive Aggregation for Fair and Robust Federated Learning
AAAI 2025
Achieving Near Instance-Optimality and Minimax-Optimality in Stochastic and Adversarial Linear Bandits Simultaneously
ICML 2021
Variance-dependent best arm identification
UAI 2021
Adaptive Double-Exploration Tradeoff for Outlier Detection
AAAI 2020