Shikun Feng
18 papers · 2020–2025 · 8 venues · across top CS/AI venues
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Research topics
Machine Learning
(15)
Deep Learning
(13)
Artificial Intelligence
(9)
Learning Types Β· Machine Learning
(8)
Core AI
(7)
Core Methods
(6)
Models
(6)
Architectures
(5)
Natural Language Processing
(4)
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(4)
Computer Vision
(3)
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(3)
Generation
(3)
Learning Types Β· Deep Learning
(3)
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(3)
Keywords
multi-task learning
(3)
diffusion model
(3)
self-supervised learning
(3)
pre-trained language model
(3)
knowledge graph
(2)
multimodal learning
(2)
contrastive learning
(2)
molecular pretraining
(2)
molecular representation
(2)
representation learning
(2)
graph neural network
(2)
drug discovery
(2)
question answering
(1)
information extraction
(1)
knowledge distillation
(1)
variational inference
(1)
explanation generation
(1)
label propagation
(1)
link prediction
(1)
text representation
(1)
Papers
Simplifying Control Mechanism in Text-to-Image Diffusion Models
AAAI 2025
UniGEM: A Unified Approach to Generation and Property Prediction for Molecules
ICLR 2025
Multimodal Molecular Pretraining via Modality Blending
ICLR 2024
Named Entity Driven Zero-Shot Image Manipulation
CVPR 2024
Protein-ligand binding representation learning from fine-grained interactions
ICLR 2024
Sliced Denoising: A Physics-Informed Molecular Pre-Training Method
ICLR 2024
UniCorn: A Unified Contrastive Learning Approach for Multi-view Molecular Representation Learning
ICML 2024
ERNIE-ViLG 2.0: Improving Text-to-Image Diffusion Model With Knowledge-Enhanced Mixture-of-Denoising-Experts
CVPR 2023
Fractional Denoising for 3D Molecular Pre-training
ICML 2023
ERNIE-Layout: Layout Knowledge Enhanced Pre-training for Visually-rich Document Understanding
EMNLP 2022
Simple and Effective Relation-based Embedding Propagation for Knowledge Representation Learning
IJCAI 2022
abcbpc at SemEval-2021 Task 7: ERNIE-based Multi-task Model for Detecting and Rating Humor and Offense
SemEval 2021
Alpha at SemEval-2021 Task 6: Transformer Based Propaganda Classification
SemEval 2021
Masked Label Prediction: Unified Message Passing Model for Semi-Supervised Classification
IJCAI 2021
ERNIE 2.0: A Continual Pre-Training Framework for Language Understanding
AAAI 2020
ERNIE at SemEval-2020 Task 10: Learning Word Emphasis Selection by Pre-trained Language Model
SemEval 2020
Kk2018 at SemEval-2020 Task 9: Adversarial Training for Code-Mixing Sentiment Classification
SemEval 2020
PGL at TextGraphs 2020 Shared Task: Explanation Regeneration using Language and Graph Learning Methods
COLING 2020