Quanyu Long
12 papers · 2020–2026 · 4 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (33) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🧬 Topic Evolution
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Keyword Collector
(63)
❓
The Questioner
💎
Century Club · Bronze
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Research topics
Artificial Intelligence
(7)
Natural Language Processing
(7)
Applications
(7)
Core AI
(7)
Machine Learning
(5)
Deep Learning
(3)
Learning Types · Deep Learning
(3)
Learning Types · Machine Learning
(3)
Computer Vision
(2)
Application Areas
(2)
Generation · Natural Language Processing
(2)
Optimization & Theory
(2)
Core Methods
(1)
Generation · Computer Vision
(1)
Models
(1)
Keywords
information retrieval
(2)
video-language model
(2)
reinforcement learning
(2)
sentiment analysis
(1)
self-supervised learning
(1)
natural language processing
(1)
domain adaptation
(1)
temporal dynamics
(1)
visual question answering
(1)
model robustness
(1)
named entity recognition
(1)
attention mechanism
(1)
in-context learning
(1)
claim verification
(1)
neural machine translation
(1)
text classification
(1)
factuality evaluation
(1)
token selection
(1)
image generation
(1)
contrastive learning
(1)
Papers
Causality Matters: How Temporal Information Emerges in Video Language Models
AAAI 2026
Coordinating Search-Informed Reasoning and Reasoning-Guided Search in Claim Verification
ACL 2026
From Competition to Synergy: Unlocking Reinforcement Learning for Subject-Driven Image Generation
ACL 2026
Programming over Thinking: Efficient and Robust Multi-Constraint Planning
ACL 2026
Decomposition Dilemmas: Does Claim Decomposition Boost or Burden Fact-Checking Performance?
NAACL 2025
Reinforcing Compositional Retrieval: Retrieving Step-by-Step for Composing Informative Contexts
ACL 2025
Static or Dynamic: Towards Query-Adaptive Token Selection for Video Question Answering
EMNLP 2025
T2I-FactualBench: Benchmarking the Factuality of Text-to-Image Models with Knowledge-Intensive Concepts
ACL 2025
Adapt in Contexts: Retrieval-Augmented Domain Adaptation via In-Context Learning
EMNLP 2023
Domain Confused Contrastive Learning for Unsupervised Domain Adaptation
NAACL 2022
Generative Imagination Elevates Machine Translation
NAACL 2021
On the Robustness of Language Encoders against Grammatical Errors
ACL 2020