Chuanqi Cheng
6 papers · 2024–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(22)
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Hot Topic Early Bird
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Research topics
Artificial Intelligence
(6)
Core AI · Artificial Intelligence
(6)
Deep Learning
(4)
Machine Learning
(4)
Computer Vision
(2)
Natural Language Processing
(2)
Application Areas
(2)
Core AI · Computer Vision
(2)
Learning Types · Machine Learning
(2)
Learning Types · Deep Learning
(2)
Models
(2)
Speech & Audio
(1)
Applications
(1)
Architectures
(1)
Core Methods
(1)
Keywords
data synthesis
(2)
visual reasoning
(2)
vision-language model
(2)
dialogue generation
(2)
large language model
(2)
narrative generation
(1)
multimodal learning
(1)
image synthesis
(1)
human value
(1)
multi-image reasoning
(1)
dialogue history
(1)
mixed precision
(1)
user preference
(1)
personalized dialogue
(1)
reasoning path
(1)
multi-step reasoning
(1)
personalized alignment
(1)
persona modeling
(1)
visual chain
(1)
multi-image benchmark
(1)
Papers
A Survey on Personalized Alignment—The Missing Piece for Large Language Models in Real-World Applications
ACL 2025
DNASpeech: A Contextualized and Situated Text-to-Speech Dataset with Dialogues, Narratives and Actions
ACL 2025
Scaling Video-Language Models to 10K Frames via Hierarchical Differential Distillation
ICML 2025
Weaving Context Across Images: Improving Vision-Language Models through Focus-Centric Visual Chains
ACL 2025
From the Least to the Most: Building a Plug-and-Play Visual Reasoner via Data Synthesis
EMNLP 2024
“In-Dialogues We Learn”: Towards Personalized Dialogue Without Pre-defined Profiles through In-Dialogue Learning
EMNLP 2024