Yunqiu Xu
12 papers · 2020–2026 · 8 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Bronze 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🗺️ Taxonomy Completionist (26) 🐣 Hot Topic Early Bird
🧬
Topic Evolution
💎
Century Club · Bronze
Top co-authors
Research topics
Artificial Intelligence
(6)
Core AI
(6)
Computer Vision
(4)
Deep Learning
(4)
Machine Learning
(4)
Reinforcement Learning
(3)
Applications · Reinforcement Learning
(3)
Learning Types · Machine Learning
(3)
Learning Types · Deep Learning
(2)
Methods
(2)
Processing
(2)
Natural Language Processing
(1)
Analysis
(1)
Application Areas
(1)
Applications · Computer Vision
(1)
Keywords
text-based game
(6)
reinforcement learning
(4)
multimodal large language model
(3)
self-imitation learning
(2)
language model
(2)
knowledge graph
(2)
deep reinforcement learning
(2)
natural language processing
(1)
video restoration
(1)
domain adaptation
(1)
commonsense knowledge
(1)
visual grounding
(1)
hierarchical alignment
(1)
hierarchical reinforcement learning
(1)
question answering
(1)
adversarial optimization
(1)
world model
(1)
autonomous agent
(1)
weakly supervised learning
(1)
object detection
(1)
Papers
Clear Nights Ahead: Towards Multi-Weather Nighttime Image Restoration
AAAI 2026
DLVINet: Advancing Dual-Lens Video Inpainting Beyond Parallax Constraints
AAAI 2026
Echoes of Ownership: Adversarial-Guided Dual Injection for Copyright Protection in MLLMs
CVPR 2026
MathFlow: Enhancing the Perceptual Flow of MLLMs for Visual Mathematical Problems
ACL 2026
MC-Bench: A Benchmark for Multi-Context Visual Grounding in the Era of MLLMs
ICCV 2025
Self-imitation Learning for Action Generation in Text-based Games
EACL 2023
Stay Moral and Explore: Learn to Behave Morally in Text-based Games
ICLR 2023
Fire Burns, Sword Cuts: Commonsense Inductive Bias for Exploration in Text-based Games
ACL 2022
H2FA R-CNN: Holistic and Hierarchical Feature Alignment for Cross-Domain Weakly Supervised Object Detection
CVPR 2022
Perceiving the World: Question-guided Reinforcement Learning for Text-based Games
ACL 2022
Generalization in Text-based Games via Hierarchical Reinforcement Learning
EMNLP 2021
Deep Reinforcement Learning with Stacked Hierarchical Attention for Text-based Games
NeurIPS 2020