Yaming Yang
20 papers · 2020–2026 · 10 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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πΊοΈ Taxonomy Completionist (57) π Conference Polyglot Β· Gold π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Grand Slam
π§
Keyword Pioneer
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Renaissance Researcher
(5)
π₯
Unstoppable Β· Bronze
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Prolific Year Β· Productive
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Century Club Β· Bronze
ποΈ
Keyword Collector
(101)
Venues
Top co-authors
Research topics
Deep Learning
(19)
Machine Learning
(16)
Learning Types Β· Deep Learning
(12)
Architectures
(10)
Learning Types Β· Machine Learning
(9)
Artificial Intelligence
(8)
Natural Language Processing
(6)
Application Areas
(6)
Core AI
(5)
Techniques
(5)
Core Methods
(4)
Applications
(3)
Learning Paradigms
(3)
Optimization & Theory
(3)
Generation
(2)
Keywords
graph neural network
(5)
model compression
(4)
attention mechanism
(3)
knowledge distillation
(3)
domain adaptation
(2)
natural language understanding
(2)
representation learning
(2)
contrastive learning
(2)
dialogue system
(2)
pre-trained language model
(2)
graph structure
(2)
response generation
(2)
text generation
(2)
node classification
(2)
text classification
(1)
matrix factorization
(1)
adversarial learning
(1)
probabilistic modeling
(1)
reinforcement learning
(1)
image generation
(1)
Papers
ProGMLP: A Progressive Framework for GNN-to-MLP Knowledge Distillation with Efficient Trade-offs
AAAI 2026
AGMixup: Adaptive Graph Mixup for Semi-supervised Node Classification
AAAI 2025
MTL-LoRA: Low-Rank Adaptation for Multi-Task Learning
AAAI 2025
Token-level Proximal Policy Optimization for Query Generation
EMNLP 2025
Entropy Induced Pruning Framework for Convolutional Neural Networks
AAAI 2024
NodeMixup: Tackling Under-Reaching for Graph Neural Networks
AAAI 2024
Adversarial Knowledge Stimulated Contrastive Prompting for Few-shot Language Learners
ACL 2023
MMDialog: A Large-scale Multi-turn Dialogue Dataset Towards Multi-modal Open-domain Conversation
ACL 2023
Progressive Deep Multi-View Comprehensive Representation Learning
AAAI 2023
Creating Training Sets via Weak Indirect Supervision
ICLR 2022
Enhancing Self-Attention with Knowledge-Assisted Attention Maps
NAACL 2022
Graph Pointer Neural Networks
AAAI 2022
Knowledge Stimulated Contrastive Prompting for Low-Resource Stance Detection
EMNLP 2022
Multimodal Dialogue Response Generation
ACL 2022
Privacy-Preserving Online AutoML for Domain-Specific Face Detection
CVPR 2022
Self-supervised Heterogeneous Graph Pre-training Based on Structural Clustering
NeurIPS 2022
Evolving Attention with Residual Convolutions
ICML 2021
Syntax-BERT: Improving Pre-trained Transformers with Syntax Trees
EACL 2021
LadaBERT: Lightweight Adaptation of BERT through Hybrid Model Compression
COLING 2020
TextNAS: A Neural Architecture Search Space Tailored for Text Representation
AAAI 2020