Study on VR-Based Medical Image Deformation for Surgical Training System. - Zhiyong Yuan; Qian Yin 001; Jun Hu; Shikun Feng; Dengyi Zhang (ICNC (5), 2008)

Endoscopic Image Cutting Simulation Based on Mass-Spring Model and Computational Geometry. - Zhiyong Yuan; Shikun Feng; Qian Yin 001; Xiali Wang; Dengyi Zhang; Jianhui Zhao 001; Mianyun Chen (J. Circuits Syst. Comput., 2009)

Online Principal Background Selection for Video Synopsis. - Shikun Feng; Shengcai Liao; Zhiyong Yuan; Stan Z. Li (ICPR, 2010)

Water Filling: Unsupervised People Counting via Vertical Kinect Sensor. - Xucong Zhang; Junjie Yan; Shikun Feng; Zhen Lei 001; Dong Yi; Stan Z. Li (AVSS, 2012)

Online content-aware video condensation. - Shikun Feng; Zhen Lei 001; Dong Yi; Stan Z. Li (CVPR, 2012)

High-Performance Video Condensation System. - Jianqing Zhu; Shikun Feng; Dong Yi; Shengcai Liao; Zhen Lei 001; Stan Z. Li (IEEE Trans. Circuits Syst. Video Technol., 2015)

Functional Hashing for Compressing Neural Networks. - Lei Shi 016; Shikun Feng; Zhifan Zhu (CoRR, 2016)

ERNIE: Enhanced Representation through Knowledge Integration. - Yu Sun 004; Shuohuan Wang; Yu-Kun Li; Shikun Feng; Xuyi Chen; Han Zhang; Xin Tian 011; Danxiang Zhu; Hao Tian 005; Hua Wu 003 (CoRR, 2019)

ERNIE 2.0: A Continual Pre-Training Framework for Language Understanding. - Yu Sun 004; Shuohuan Wang; Yu-Kun Li; Shikun Feng; Hao Tian 005; Hua Wu 003; Haifeng Wang 001 (AAAI, 2020)

ERNIE at SemEval-2020 Task 10: Learning Word Emphasis Selection by Pre-trained Language Model. - Zhengjie Huang; Shikun Feng; Weiyue Su; Xuyi Chen; Shuohuan Wang; Jiaxiang Liu 004; Xuan Ouyang; Yu Sun 004 (SemEval@COLING, 2020)

Kk2018 at SemEval-2020 Task 9: Adversarial Training for Code-Mixing Sentiment Classification. - Jiaxiang Liu 004; Xuyi Chen; Shikun Feng; Shuohuan Wang; Xuan Ouyang; Yu Sun 029; Zhengjie Huang; Weiyue Su (SemEval@COLING, 2020)

Masked Label Prediction: Unified Massage Passing Model for Semi-Supervised Classification. - Yunsheng Shi; Zhengjie Huang; Wenjin Wang 003; Hui Zhong; Shikun Feng; Yu Sun 029 (CoRR, 2020)

kk2018 at SemEval-2020 Task 9: Adversarial Training for Code-Mixing Sentiment Classification. - Jiaxiang Liu 004; Xuyi Chen; Shikun Feng; Shuohuan Wang; Xuan Ouyang; Yu Sun 004; Zhengjie Huang; Weiyue Su (CoRR, 2020)

Masked Label Prediction: Unified Message Passing Model for Semi-Supervised Classification. - Yunsheng Shi; Zhengjie Huang; Shikun Feng; Hui Zhong; Wenjing Wang; Yu Sun 029 (IJCAI, 2021)

Alpha at SemEval-2021 Task 6: Transformer Based Propaganda Classification. - Zhida Feng; Jiji Tang; Jiaxiang Liu 004; Weichong Yin; Shikun Feng; Yu Sun 004; Li Chen (SemEval@ACL/IJCNLP, 2021)

abcbpc at SemEval-2021 Task 7: ERNIE-based Multi-task Model for Detecting and Rating Humor and Offense. - Chao Pang; Xiaoran Fan; Weiyue Su; Xuyi Chen; Shuohuan Wang; Jiaxiang Liu 004; Xuan Ouyang; Shikun Feng; Yu Sun 004 (SemEval@ACL/IJCNLP, 2021)

ERNIE-Tiny : A Progressive Distillation Framework for Pretrained Transformer Compression. - Weiyue Su; Xuyi Chen; Shikun Feng; Jiaxiang Liu 004; Weixin Liu; Yu Sun 004; Hao Tian 005; Hua Wu 003; Haifeng Wang 001 (CoRR, 2021)

NOTE: Solution for KDD-CUP 2021 WikiKG90M-LSC. - Weiyue Su; Zeyang Fang; Hui Zhong; Huijuan Wang; Siming Dai; Zhengjie Huang; Yunsheng Shi; Shikun Feng; Zeyu Chen (CoRR, 2021)

ERNIE 3.0: Large-scale Knowledge Enhanced Pre-training for Language Understanding and Generation. - Yu Sun 004; Shuohuan Wang; Shikun Feng; Siyu Ding; Chao Pang; Junyuan Shang; Jiaxiang Liu 004; Xuyi Chen; Yanbin Zhao; Yuxiang Lu; Weixin Liu; Zhihua Wu; et al. (CoRR, 2021)

Graph4Rec: A Universal Toolkit with Graph Neural Networks for Recommender Systems. - Weibin Li; Mingkai He; Zhengjie Huang; Xianming Wang; Shikun Feng; Weiyue Su; Yu Sun 029 (CoRR, 2021)

ERNIE 3.0 Titan: Exploring Larger-scale Knowledge Enhanced Pre-training for Language Understanding and Generation. - Shuohuan Wang; Yu Sun 004; Yang Xiang; Zhihua Wu; Siyu Ding; Weibao Gong; Shikun Feng; Junyuan Shang; Yanbin Zhao; Chao Pang; Jiaxiang Liu 004; Xuyi Chen; et al. (CoRR, 2021)

DuETA: Traffic Congestion Propagation Pattern Modeling via Efficient Graph Learning for ETA Prediction at Baidu Maps. - Jizhou Huang; Zhengjie Huang; Xiaomin Fang; Shikun Feng; Xuyi Chen; Jiaxiang Liu 004; Haitao Yuan 002; Haifeng Wang 001 (CIKM, 2022)

ERNIE-Layout: Layout Knowledge Enhanced Pre-training for Visually-rich Document Understanding. - Qiming Peng; Yinxu Pan; Wenjin Wang 003; Bin Luo; Zhenyu Zhang 006; Zhengjie Huang; Yuhui Cao; Weichong Yin; Yongfeng Chen; Yin Zhang 006; Shikun Feng; Yu Sun 029; et al. (EMNLP (Findings), 2022)

Simple and Effective Relation-based Embedding Propagation for Knowledge Representation Learning. - Huijuan Wang; Siming Dai; Weiyue Su; Hui Zhong; Zeyang Fang; Zhengjie Huang; Shikun Feng; Zeyu Chen; Yu Sun 029; Dianhai Yu (IJCAI, 2022)

ERNIE-GeoL: A Geography-and-Language Pre-trained Model and its Applications in Baidu Maps. - Jizhou Huang; Haifeng Wang 001; Yibo Sun; Yunsheng Shi; Zhengjie Huang; An Zhuo; Shikun Feng (KDD, 2022)

mmLayout: Multi-grained MultiModal Transformer for Document Understanding. - Wenjin Wang 003; Zhengjie Huang; Bin Luo; Qianglong Chen; Qiming Peng; Yinxu Pan; Weichong Yin; Shikun Feng; Yu Sun 029; Dianhai Yu; Yin Zhang 006 (ACM Multimedia, 2022)

POLARIS: A Geographic Pre-trained Model and its Applications in Baidu Maps. - Jizhou Huang; Haifeng Wang 001; Yibo Sun; Yunsheng Shi; Zhengjie Huang; An Zhuo; Shikun Feng (CoRR, 2022)

ERNIE-SPARSE: Learning Hierarchical Efficient Transformer Through Regularized Self-Attention. - Yang Liu 005; Jiaxiang Liu 004; Li Chen; Yuxiang Lu; Shikun Feng; Zhida Feng; Yu Sun 004; Hao Tian 005; Hua Wu 003; Haifeng Wang 001 (CoRR, 2022)

ERNIE-Search: Bridging Cross-Encoder with Dual-Encoder via Self On-the-fly Distillation for Dense Passage Retrieval. - Yuxiang Lu; Yiding Liu; Jiaxiang Liu 004; Yunsheng Shi; Zhengjie Huang; Shikun Feng; Yu Sun 004; Hao Tian 005; Hua Wu 003; Shuaiqiang Wang; Dawei Yin; Haifeng Wang 001 (CoRR, 2022)

ERNIE-mmLayout: Multi-grained MultiModal Transformer for Document Understanding. - Wenjin Wang 003; Zhengjie Huang; Bin Luo; Qianglong Chen; Qiming Peng; Yinxu Pan; Weichong Yin; Shikun Feng; Yu Sun 029; Dianhai Yu; Yin Zhang 006 (CoRR, 2022)

ERNIE-Layout: Layout Knowledge Enhanced Pre-training for Visually-rich Document Understanding. - Qiming Peng; Yinxu Pan; Wenjin Wang 003; Bin Luo; Zhenyu Zhang 006; Zhengjie Huang; Teng Hu; Weichong Yin; Yongfeng Chen; Yin Zhang 006; Shikun Feng; Yu Sun 029; et al. (CoRR, 2022)

ERNIE-ViLG 2.0: Improving Text-to-Image Diffusion Model with Knowledge-Enhanced Mixture-of-Denoising-Experts. - Zhida Feng; Zhenyu Zhang 006; Xintong Yu; Yewei Fang; Lanxin Li; Xuyi Chen; Yuxiang Lu; Jiaxiang Liu 004; Weichong Yin; Shikun Feng; Yu Sun 004; Hao Tian 005; et al. (CoRR, 2022)

ERNIE-ViLG 2.0: Improving Text-to-Image Diffusion Model with Knowledge-Enhanced Mixture-of-Denoising-Experts. - Zhida Feng; Zhenyu Zhang 006; Xintong Yu; Yewei Fang; Lanxin Li; Xuyi Chen; Yuxiang Lu; Jiaxiang Liu 004; Weichong Yin; Shikun Feng; Yu Sun 004; Li Chen; et al. (CVPR, 2023)

ICDAR 2023 Competition on Structured Text Extraction from Visually-Rich Document Images. - Wenwen Yu; Chengquan Zhang; Haoyu Cao 001; Wei Hua 005; Bohan Li; Huang Chen; Mingyu Liu; Mingrui Chen; Jianfeng Kuang; Mengjun Cheng; Yuning Du; Shikun Feng; et al. (ICDAR (2), 2023)

Fractional Denoising for 3D Molecular Pre-training. - Shikun Feng; Yuyan Ni; Yanyan Lan; Zhi-Ming Ma; Wei-Ying Ma (ICML, 2023)

PGLBox: Multi-GPU Graph Learning Framework for Web-Scale Recommendation. - Xuewu Jiao; Weibin Li; Xinxuan Wu; Wei Hu; Miao Li; Jiang Bian 003; Siming Dai; Xinsheng Luo; Mingqing Hu; Zhengjie Huang; Danlei Feng; Junchao Yang; et al. (KDD, 2023)

Label Information Enhanced Fraud Detection against Low Homophily in Graphs. - Yuchen Wang; Jinghui Zhang; Zhengjie Huang; Weibin Li; Shikun Feng; Ziheng Ma; Yu Sun 029; Dianhai Yu; Fang Dong 001; Jiahui Jin; Beilun Wang; Junzhou Luo (WWW, 2023)

ERNIE 3.0 Tiny: Frustratingly Simple Method to Improve Task-Agnostic Distillation Generalization. - Weixin Liu; Xuyi Chen; Jiaxiang Liu 004; Shikun Feng; Yu Sun 004; Hao Tian 005; Hua Wu 003 (CoRR, 2023)

Layout-aware Webpage Quality Assessment. - Anfeng Cheng; Yiding Liu; Weibin Li; Qian Dong; Shuaiqiang Wang; Zhengjie Huang; Shikun Feng; Zhicong Cheng; Dawei Yin (CoRR, 2023)

Efficient Text-Guided 3D-Aware Portrait Generation with Score Distillation Sampling on Distribution. - Yiji Cheng; Fei Yin; Xiaoke Huang; Xintong Yu; Jiaxiang Liu 004; Shikun Feng; Yujiu Yang; Yansong Tang (CoRR, 2023)

Unified Molecular Modeling via Modality Blending. - Qiying Yu; Yudi Zhang 008; Yuyan Ni; Shikun Feng; Yanyan Lan; Hao Zhou; Jingjing Liu (CoRR, 2023)

DocPrompt: Large-scale continue pretrain for zero-shot and few-shot document question answering. - Sijin Wu; Dan Zhang; Teng Hu; Shikun Feng (CoRR, 2023)

UniMAP: Universal SMILES-Graph Representation Learning. - Shikun Feng; Lixin Yang; Wei-Ying Ma; Yanyan Lan (CoRR, 2023)

A Multi-Node Multi-GPU Distributed GNN Training Framework for Large-Scale Online Advertising. - Xuewu Jiao; Xinsheng Luo; Miao Li; Jiang Bian 003; Junchao Yang; Wei Hu; Mingqing Hu; Weipeng Lu; Shikun Feng; Danlei Feng; Dongxu Yang; Haoyi Xiong; et al. (CIKM, 2024)

Named Entity Driven Zero-Shot Image Manipulation. - Zhida Feng; Li Chen; Jing Tian; Jiaxiang Liu 004; Shikun Feng (CVPR, 2024)

Protein-ligand binding representation learning from fine-grained interactions. - Shikun Feng; Minghao Li; Yinjun Jia; Wei-Ying Ma; Yanyan Lan (ICLR, 2024)

Sliced Denoising: A Physics-Informed Molecular Pre-Training Method. - Yuyan Ni; Shikun Feng; Wei-Ying Ma; Zhi-Ming Ma; Yanyan Lan (ICLR, 2024)

Multimodal Molecular Pretraining via Modality Blending. - Qiying Yu; Yudi Zhang 008; Yuyan Ni; Shikun Feng; Yanyan Lan; Hao Zhou; Jingjing Liu (ICLR, 2024)

UniCorn: A Unified Contrastive Learning Approach for Multi-view Molecular Representation Learning. - Shikun Feng; Yuyan Ni; Minghao Li; Yanwen Huang; Zhi-Ming Ma; Wei-Ying Ma; Yanyan Lan (ICML, 2024)

Spectral Heterogeneous Graph Convolutions via Positive Noncommutative Polynomials. - Mingguo He; Zhewei Wei; Shikun Feng; Zhengjie Huang; Weibin Li; Yu Sun 029; Dianhai Yu (WWW, 2024)

Contextual Molecule Representation Learning from Chemical Reaction Knowledge. - Han Tang; Shikun Feng; Bicheng Lin; Yuyan Ni; Jingjing Liu; Wei-Ying Ma; Yanyan Lan (CoRR, 2024)

MoleculeCLA: Rethinking Molecular Benchmark via Computational Ligand-Target Binding Analysis. - Shikun Feng; Jiaxin Zheng; Yinjun Jia; Yanwen Huang; Fengfeng Zhou; Wei-Ying Ma; Yanyan Lan (CoRR, 2024)

Pre-training with fractional denoising to enhance molecular property prediction. - Yuyan Ni; Shikun Feng; Xin Hong; Yuancheng Sun; Wei-Ying Ma; Zhi-Ming Ma; Qiwei Ye; Yanyan Lan (Nat. Mac. Intell., 2024)

Simplifying Control Mechanism in Text-to-Image Diffusion Models. - Zhida Feng; Li Chen; Yuenan Sun; Jiaxiang Liu 004; Shikun Feng (AAAI, 2025)

UniGEM: A Unified Approach to Generation and Property Prediction for Molecules. - Shikun Feng; Yuyan Ni; Yan Lu; Zhi-Ming Ma; Wei-Ying Ma; Yanyan Lan (ICLR, 2025)

Straight-Line Diffusion Model for Efficient 3D Molecular Generation. - Yuyan Ni; Shikun Feng; Haohan Chi; Bowen Zheng; Huan-ang Gao; Wei-Ying Ma; Zhi-Ming Ma; Yanyan Lan (CoRR, 2025)