Hanwen Du
6 papers · 2025–2025 · 5 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (19) 🐣 Hot Topic Early Bird ⭐ Rising Star (6)
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Prolific Year · Productive
Venues
Top co-authors
Research topics
Artificial Intelligence
(6)
Core AI
(6)
Machine Learning
(4)
Computer Vision
(2)
Deep Learning
(2)
Natural Language Processing
(2)
Core Methods
(2)
Generation · Computer Vision
(2)
Learning Paradigms
(2)
Learning Types
(2)
Models
(2)
Application Areas
(1)
Generation · Natural Language Processing
(1)
Resources & Methods
(1)
Keywords
multimodal learning
(3)
multimodal large language model
(2)
few-shot learning
(1)
uncertainty quantification
(1)
video generation
(1)
language model
(1)
instruction following
(1)
image captioning
(1)
instruction tuning
(1)
preference elicitation
(1)
monte carlo tree search
(1)
diffusion model
(1)
domain generalization
(1)
foundation model
(1)
contrastive learning
(1)
trajectory generation
(1)
multi-turn dialogue
(1)
multi-image understanding
(1)
knowledge tracing
(1)
wasserstein distance
(1)
Papers
Captions Speak Louder than Images: Generalizing Foundation Models for E-commerce from High-quality Multimodal Instruction Data
IJCNLP 2025
EcomMMMU: Strategic Utilization of Visuals for Robust Multimodal E-commerce Models
IJCNLP 2025
Planning with Diffusion Models for Target-Oriented Dialogue Systems
ACL 2025
SAPIENT: Mastering Multi-turn Conversational Recommendation with Strategic Planning and Monte Carlo Tree Search
NAACL 2025
Uncertainty-aware Knowledge Tracing
AAAI 2025
Video-Bench: Human-Aligned Video Generation Benchmark
CVPR 2025