Shikun Feng

Orcid: 0000-0002-0191-4854

According to our database1, Shikun Feng authored at least 49 papers between 2008 and 2024.

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Bibliography

2024
UniCorn: A Unified Contrastive Learning Approach for Multi-view Molecular Representation Learning.
CoRR, 2024

Contextual Molecule Representation Learning from Chemical Reaction Knowledge.
CoRR, 2024

Spectral Heterogeneous Graph Convolutions via Positive Noncommutative Polynomials.
Proceedings of the ACM on Web Conference 2024, 2024

2023
Protein-ligand binding representation learning from fine-grained interactions.
CoRR, 2023

Sliced Denoising: A Physics-Informed Molecular Pre-Training Method.
CoRR, 2023

UniMAP: Universal SMILES-Graph Representation Learning.
CoRR, 2023

DocPrompt: Large-scale continue pretrain for zero-shot and few-shot document question answering.
CoRR, 2023

Unified Molecular Modeling via Modality Blending.
CoRR, 2023

Efficient Text-Guided 3D-Aware Portrait Generation with Score Distillation Sampling on Distribution.
CoRR, 2023

Layout-aware Webpage Quality Assessment.
CoRR, 2023

ERNIE 3.0 Tiny: Frustratingly Simple Method to Improve Task-Agnostic Distillation Generalization.
CoRR, 2023

Label Information Enhanced Fraud Detection against Low Homophily in Graphs.
Proceedings of the ACM Web Conference 2023, 2023

PGLBox: Multi-GPU Graph Learning Framework for Web-Scale Recommendation.
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

Fractional Denoising for 3D Molecular Pre-training.
Proceedings of the International Conference on Machine Learning, 2023

ICDAR 2023 Competition on Structured Text Extraction from Visually-Rich Document Images.
Proceedings of the Document Analysis and Recognition - ICDAR 2023, 2023

ERNIE-ViLG 2.0: Improving Text-to-Image Diffusion Model with Knowledge-Enhanced Mixture-of-Denoising-Experts.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022
ERNIE-ViLG 2.0: Improving Text-to-Image Diffusion Model with Knowledge-Enhanced Mixture-of-Denoising-Experts.
CoRR, 2022

ERNIE-Layout: Layout Knowledge Enhanced Pre-training for Visually-rich Document Understanding.
CoRR, 2022

ERNIE-mmLayout: Multi-grained MultiModal Transformer for Document Understanding.
CoRR, 2022

ERNIE-Search: Bridging Cross-Encoder with Dual-Encoder via Self On-the-fly Distillation for Dense Passage Retrieval.
CoRR, 2022

ERNIE-SPARSE: Learning Hierarchical Efficient Transformer Through Regularized Self-Attention.
CoRR, 2022

POLARIS: A Geographic Pre-trained Model and its Applications in Baidu Maps.
CoRR, 2022

mmLayout: Multi-grained MultiModal Transformer for Document Understanding.
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

ERNIE-GeoL: A Geography-and-Language Pre-trained Model and its Applications in Baidu Maps.
Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Simple and Effective Relation-based Embedding Propagation for Knowledge Representation Learning.
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

ERNIE-Layout: Layout Knowledge Enhanced Pre-training for Visually-rich Document Understanding.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

DuETA: Traffic Congestion Propagation Pattern Modeling via Efficient Graph Learning for ETA Prediction at Baidu Maps.
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

2021
ERNIE 3.0 Titan: Exploring Larger-scale Knowledge Enhanced Pre-training for Language Understanding and Generation.
CoRR, 2021

Graph4Rec: A Universal Toolkit with Graph Neural Networks for Recommender Systems.
CoRR, 2021

ERNIE 3.0: Large-scale Knowledge Enhanced Pre-training for Language Understanding and Generation.
CoRR, 2021

NOTE: Solution for KDD-CUP 2021 WikiKG90M-LSC.
CoRR, 2021

ERNIE-Tiny : A Progressive Distillation Framework for Pretrained Transformer Compression.
CoRR, 2021

abcbpc at SemEval-2021 Task 7: ERNIE-based Multi-task Model for Detecting and Rating Humor and Offense.
Proceedings of the 15th International Workshop on Semantic Evaluation, 2021

Alpha at SemEval-2021 Task 6: Transformer Based Propaganda Classification.
Proceedings of the 15th International Workshop on Semantic Evaluation, 2021

Masked Label Prediction: Unified Message Passing Model for Semi-Supervised Classification.
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

2020
ERNIE at SemEval-2020 Task 10: Learning Word Emphasis Selection by Pre-trained Language Model.
CoRR, 2020

kk2018 at SemEval-2020 Task 9: Adversarial Training for Code-Mixing Sentiment Classification.
CoRR, 2020

Masked Label Prediction: Unified Massage Passing Model for Semi-Supervised Classification.
CoRR, 2020

Kk2018 at SemEval-2020 Task 9: Adversarial Training for Code-Mixing Sentiment Classification.
Proceedings of the Fourteenth Workshop on Semantic Evaluation, 2020

ERNIE at SemEval-2020 Task 10: Learning Word Emphasis Selection by Pre-trained Language Model.
Proceedings of the Fourteenth Workshop on Semantic Evaluation, 2020

ERNIE 2.0: A Continual Pre-Training Framework for Language Understanding.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
ERNIE: Enhanced Representation through Knowledge Integration.
CoRR, 2019

2016
Functional Hashing for Compressing Neural Networks.
CoRR, 2016

2015
High-Performance Video Condensation System.
IEEE Trans. Circuits Syst. Video Technol., 2015

2012
Online content-aware video condensation.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

Water Filling: Unsupervised People Counting via Vertical Kinect Sensor.
Proceedings of the Ninth IEEE International Conference on Advanced Video and Signal-Based Surveillance, 2012

2010
Online Principal Background Selection for Video Synopsis.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

2009
Endoscopic Image Cutting Simulation Based on Mass-Spring Model and Computational Geometry.
J. Circuits Syst. Comput., 2009

2008
Study on VR-Based Medical Image Deformation for Surgical Training System.
Proceedings of the Fourth International Conference on Natural Computation, 2008


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