Dapeng Wu
11 papers · 2013–2026 · 7 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Gold πΊοΈ Taxonomy Completionist (35) π Conference Polyglot Β· Silver π£ Hot Topic Early Bird π Academic Marathon Β· Half
π
Renaissance Researcher
(5)
π
Conference Pioneer
π
Century Club Β· Bronze
ποΈ
Keyword Collector
(70)
Top co-authors
Research topics
Deep Learning
(8)
Machine Learning
(7)
Artificial Intelligence
(4)
Core AI
(4)
Learning Types Β· Deep Learning
(4)
Computer Vision
(3)
Natural Language Processing
(3)
Generation Β· Computer Vision
(3)
Learning Types Β· Machine Learning
(3)
Optimization & Theory
(3)
Mathematics & Optimization
(2)
Application Areas
(2)
Architectures
(2)
Core Methods
(2)
Generation Β· Natural Language Processing
(2)
Keywords
image captioning
(3)
large language model
(2)
tensor product representation
(2)
model quantization
(1)
variational inference
(1)
natural language processing
(1)
semi-supervised learning
(1)
mathematical reasoning
(1)
attention mechanism
(1)
knowledge distillation
(1)
batch normalization
(1)
kl divergence
(1)
natural language generation
(1)
text generation
(1)
multimodal learning
(1)
hierarchical planning
(1)
text-to-image generation
(1)
visual storytelling
(1)
hierarchical reinforcement learning
(1)
reinforcement learning
(1)
Papers
Learning While Staying Curious: Entropy-Preserving Supervised Fine-Tuning via Adaptive Self-Distillation for Large Reasoning Models
ACL 2026
Sherry: Hardware-Efficient 1.25-Bit Ternary Quantization via Fine-grained Sparsification
ACL 2026
Quaff: Quantized Parameter-Efficient Fine-Tuning under Outlier Spatial Stability Hypothesis
ACL 2025
Federated Continual Learning via Prompt-based Dual Knowledge Transfer
ICML 2024
Passengers' Safety Matters: Experiences of Deploying a Large-Scale Indoor Delivery Monitoring System
NSDI 2024
A Batch Normalized Inference Network Keeps the KL Vanishing Away
ACL 2020
Attentive Tensor Product Learning
AAAI 2019
Hierarchically Structured Reinforcement Learning for Topically Coherent Visual Story Generation
AAAI 2019
Tensor Product Generation Networks for Deep NLP Modeling
NAACL 2018
Turbo Learning for CaptionBot and DrawingBot
NeurIPS 2018
Stationary-Sparse Causality Network Learning
JMLR 2013