Yunsheng Bai

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 26

Top Topics

Subgraph Matching

Graph Edit Distance

Similarity Computation

Top Venues

Publications

Zongyue Qin, Yunsheng Bai, Atefeh Sohrabizadeh, Zijian Ding, Ziniu Hu, Yizhou Sun, Jason Cong
Cross-Modality Program Representation Learning for Electronic Design Automation with High-Level Synthesis. CoRR (2024)
Atefeh Sohrabizadeh, Yunsheng Bai, Yizhou Sun, Jason Cong
Robust GNN-Based Representation Learning for HLS. ICCAD (2023)
Yunsheng Bai, Atefeh Sohrabizadeh, Zongyue Qin, Ziniu Hu, Yizhou Sun, Jason Cong
ProgSG: Cross-Modality Representation Learning for Programs in Electronic Design Automation. CoRR (2023)
Yunsheng Bai, Atefeh Sohrabizadeh, Zongyue Qin, Ziniu Hu, Yizhou Sun, Jason Cong
Towards a Comprehensive Benchmark for High-Level Synthesis Targeted to FPGAs. NeurIPS (2023)
Yiqiao Jin, Yunsheng Bai, Yanqiao Zhu, Yizhou Sun, Wei Wang
Code Recommendation for Open Source Software Developers. WWW (2023)
Roshni G. Iyer, Yunsheng Bai, Wei Wang, Yizhou Sun
Dual-Geometric Space Embedding Model for Two-View Knowledge Graphs. KDD (2022)
Atefeh Sohrabizadeh, Yunsheng Bai, Yizhou Sun, Jason Cong
Automated Accelerator Optimization Aided by Graph Neural Networks. FPGA (2022)
Yunsheng Bai, Derek Xu, Yizhou Sun, Wei Wang
Subgraph Matching via Query-Conditioned Subgraph Matching Neural Networks and Bi-Level Tree Search. CoRR (2022)
Atefeh Sohrabizadeh, Yunsheng Bai, Yizhou Sun, Jason Cong
Automated accelerator optimization aided by graph neural networks. DAC (2022)
Yunsheng Bai, Atefeh Sohrabizadeh, Yizhou Sun, Jason Cong
Improving GNN-based accelerator design automation with meta learning. DAC (2022)
Roshni G. Iyer, Yunsheng Bai, Wei Wang, Yizhou Sun
Dual-Geometric Space Embedding Model for Two-View Knowledge Graphs. CoRR (2022)
Yiqiao Jin, Yunsheng Bai, Yanqiao Zhu, Yizhou Sun, Wei Wang
Code Recommendation for Open Source Software Developers. CoRR (2022)
Yunsheng Bai, Derek Xu, Yizhou Sun, Wei Wang
GLSearch: Maximum Common Subgraph Detection via Learning to Search. ICML (2021)
Atefeh Sohrabizadeh, Yunsheng Bai, Yizhou Sun, Jason Cong
Enabling Automated FPGA Accelerator Optimization Using Graph Neural Networks. CoRR (2021)
Yunsheng Bai, Hao Ding, Ken Gu, Yizhou Sun, Wei Wang
Learning-Based Efficient Graph Similarity Computation via Multi-Scale Convolutional Set Matching. AAAI (2020)
Yunsheng Bai, Derek Xu, Alex Wang, Ken Gu, Xueqing Wu, Agustin Marinovic, Christopher Ro, Yizhou Sun, Wei Wang
Fast Detection of Maximum Common Subgraph via Deep Q-Learning. CoRR (2020)
Zongyue Qin, Yunsheng Bai, Yizhou Sun
GHashing: Semantic Graph Hashing for Approximate Similarity Search in Graph Databases. KDD (2020)
Yunsheng Bai, Ken Gu, Yizhou Sun, Wei Wang
Bi-Level Graph Neural Networks for Drug-Drug Interaction Prediction. CoRR (2020)
Haoyan Xu, Runjian Chen, Yunsheng Bai, Jie Feng, Ziheng Duan, Ke Luo, Yizhou Sun, Wei Wang
Hierarchical and Fast Graph Similarity Computation via Graph Coarsening and Deep Graph Learning. CoRR (2020)
Haoyan Xu, Ziheng Duan, Yunsheng Bai, Yida Huang, Anni Ren, Qianru Yu, Qianru Zhang, Yueyang Wang, Xiaoqian Wang, Yizhou Sun, Wei Wang
Multivariate Time Series Classification with Hierarchical Variational Graph Pooling. CoRR (2020)
Yunsheng Bai, Hao Ding, Song Bian, Ting Chen, Yizhou Sun, Wei Wang
SimGNN: A Neural Network Approach to Fast Graph Similarity Computation. WSDM (2019)
Yunsheng Bai, Hao Ding, Yang Qiao, Agustin Marinovic, Ken Gu, Ting Chen, Yizhou Sun, Wei Wang
Unsupervised Inductive Whole-Graph Embedding by Preserving Graph Proximity. CoRR (2019)
Yunsheng Bai, Hao Ding, Yang Qiao, Agustin Marinovic, Ken Gu, Ting Chen, Yizhou Sun, Wei Wang
Unsupervised Inductive Graph-Level Representation Learning via Graph-Graph Proximity. IJCAI (2019)
Yunsheng Bai, Hao Ding, Yizhou Sun, Wei Wang
Convolutional Set Matching for Graph Similarity. CoRR (2018)
Yunsheng Bai, Hao Ding, Yizhou Sun, Wei Wang
Convolutional Neural Networks for Fast Approximation of Graph Edit Distance. CoRR (2018)
Yunsheng Bai, Hao Ding, Song Bian, Ting Chen, Yizhou Sun, Wei Wang
Graph Edit Distance Computation via Graph Neural Networks. CoRR (2018)