Dehong Gao
13 papers · 2011–2025 · 8 venues · across top CS/AI venues
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Achievements
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Deep Learning
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Machine Learning
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Core AI
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Learning Types Β· Machine Learning
(4)
Optimization & Theory
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Computer Vision
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Natural Language Processing
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Knowledge & Reasoning
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Keywords
large language model
(3)
vision-language pre-training
(2)
multimodal learning
(2)
stochastic optimization
(1)
multi-task learning
(1)
self-attention mechanism
(1)
contrastive learning
(1)
preference learning
(1)
direct preference optimization
(1)
self-supervised learning
(1)
relation extraction
(1)
dependency parsing
(1)
cross-lingual information retrieval
(1)
image captioning
(1)
instruction following
(1)
hierarchical classification
(1)
query-document matching
(1)
model alignment
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variance reduction
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representation learning
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Papers
ASPO: Adaptive Sentence-Level Preference Optimization for Fine-Grained Multimodal Reasoning
ACL 2025
Enhancing Fine-Grained Vision-Language Pretraining with Negative Augmented Samples
AAAI 2025
MoDULA: Mixture of Domain-Specific and Universal LoRA for Multi-Task Learning
EMNLP 2024
Self-Renewal Prompt Optimizing with Implicit Reasoning
EMNLP 2024
Fast Heterogeneous Federated Learning with Hybrid Client Selection
UAI 2023
Dependency Position Encoding for Relation Extraction
NAACL 2022
Mind the Gap: Cross-Lingual Information Retrieval with Hierarchical Knowledge Enhancement
AAAI 2022
Kaleido-BERT: Vision-Language Pre-Training on Fashion Domain
CVPR 2021
Deep Hierarchical Classification for Category Prediction in E-commerce System
ACL 2020
Sequential Summarization: A New Application for Timely Updated Twitter Trending Topics
ACL 2013
Beyond Twitter Text: A Preliminary Study on Twitter Hyperlink and its Application
COLING 2012
Efficient Feedback-based Feature Learning for Blog Distillation as a Terabyte Challenge
COLING 2012
Simultaneous Clustering and Noise Detection for Theme-based Summarization
IJCNLP 2011