Yunsheng Bai - RankMe

38 papers A* 10A 3Journal 22Unranked 2

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	AssertionForge: Enhancing Formal Verification Assertion Generation with Structured Representation of Specifications and RTL. CoRR Yunsheng Bai, Ghaith Bany Hamad, Syed Suhaib, Haoxing Ren
2025	A*	`conf`	ChipAlign: Instruction Alignment in Large Language Models for Chip Design via Geodesic Interpolation. DAC Chenhui Deng, Yunsheng Bai, Haoxing Ren
2025	J	`jnl`	FVDebug: An LLM-Driven Debugging Assistant for Automated Root Cause Analysis of Formal Verification Failures. CoRR Yunsheng Bai, Ghaith Bany Hamad, Chia-Tung Ho, Syed Suhaib, Haoxing Ren
2025	J	`jnl`	Learning to Debug: LLM-Organized Knowledge Trees for Solving RTL Assertion Failures. CoRR Yunsheng Bai, Haoxing Ren
2025	J	`jnl`	Marco: Configurable Graph-Based Task Solving and Multi-AI Agents Framework for Hardware Design. CoRR Chia-Tung Ho, Jing Gong, Yunsheng Bai, Chenhui Deng, Haoxing Ren, Brucek Khailany
2025	J	`jnl`	Polymath: A Self-Optimizing Agent with Dynamic Hierarchical Workflow. CoRR Chia-Tung Ho, Jing Gong, Xufeng Yao, Yunsheng Bai, Abhishek B. Akkur, Haoxing Ren
2024	J	`jnl`	ChipAlign: Instruction Alignment in Large Language Models for Chip Design via Geodesic Interpolation. CoRR Chenhui Deng, Yunsheng Bai, Haoxing Ren
2024	—	`conf`	Cross-Modality Program Representation Learning for Electronic Design Automation with High-Level Synthesis. MLCAD Zongyue Qin, Yunsheng Bai, Atefeh Sohrabizadeh, Zijian Ding, Ziniu Hu, Yizhou Sun, Jason Cong
2024	J	`jnl`	Cross-Modality Program Representation Learning for Electronic Design Automation with High-Level Synthesis. CoRR Zongyue Qin, Yunsheng Bai, Atefeh Sohrabizadeh, Zijian Ding, Ziniu Hu, Yizhou Sun, Jason Cong
2024	J	`jnl`	Does Few-Shot Learning Help LLM Performance in Code Synthesis? CoRR Derek Xu, Tong Xie, Botao Xia, Haoyu Li, Yunsheng Bai, Yizhou Sun, Wei Wang
2024	J	`jnl`	Harnessing GNNs for Robust Representation Learning in High-Level Synthesis. IEEE Trans. Circuits Syst. Artif. Intell. Atefeh Sohrabizadeh, Yunsheng Bai, Yizhou Sun, Jason Cong
2024	—	`conf`	Learning to Compare Hardware Designs for High-Level Synthesis. MLCAD Yunsheng Bai, Atefeh Sohrabizadeh, Zijian Ding, Rongjian Liang, Weikai Li, Ding Wang, Haoxing Ren, Yizhou Sun, Jason Cong
2024	J	`jnl`	Learning to Compare Hardware Designs for High-Level Synthesis. CoRR Yunsheng Bai, Atefeh Sohrabizadeh, Zijian Ding, Rongjian Liang, Weikai Li, Ding Wang, Haoxing Ren, Yizhou Sun, Jason Cong
2023	A*	`conf`	Code Recommendation for Open Source Software Developers. WWW Yiqiao Jin, Yunsheng Bai, Yanqiao Zhu, Yizhou Sun, Wei Wang
2023	—	`—`	Neural Network-based Graph-Level Operator Learning Yunsheng Bai
2023	A	`conf`	Robust GNN-Based Representation Learning for HLS. ICCAD Atefeh Sohrabizadeh, Yunsheng Bai, Yizhou Sun, Jason Cong
2023	A*	`conf`	Towards a Comprehensive Benchmark for High-Level Synthesis Targeted to FPGAs. NeurIPS Yunsheng Bai, Atefeh Sohrabizadeh, Zongyue Qin, Ziniu Hu, Yizhou Sun, Jason Cong
2022	A	`conf`	Automated Accelerator Optimization Aided by Graph Neural Networks. FPGA Atefeh Sohrabizadeh, Yunsheng Bai, Yizhou Sun, Jason Cong
2022	A*	`conf`	Automated accelerator optimization aided by graph neural networks. DAC Atefeh Sohrabizadeh, Yunsheng Bai, Yizhou Sun, Jason Cong
2022	J	`jnl`	Code Recommendation for Open Source Software Developers. CoRR Yiqiao Jin, Yunsheng Bai, Yanqiao Zhu, Yizhou Sun, Wei Wang
2022	A*	`conf`	Dual-Geometric Space Embedding Model for Two-View Knowledge Graphs. KDD Roshni G. Iyer, Yunsheng Bai, Wei Wang, Yizhou Sun
2022	J	`jnl`	Dual-Geometric Space Embedding Model for Two-View Knowledge Graphs. CoRR Roshni G. Iyer, Yunsheng Bai, Wei Wang, Yizhou Sun
2022	A*	`conf`	Improving GNN-based accelerator design automation with meta learning. DAC Yunsheng Bai, Atefeh Sohrabizadeh, Yizhou Sun, Jason Cong
2022	J	`jnl`	Subgraph Matching via Query-Conditioned Subgraph Matching Neural Networks and Bi-Level Tree Search. CoRR Yunsheng Bai, Derek Xu, Yizhou Sun, Wei Wang
2021	J	`jnl`	Enabling Automated FPGA Accelerator Optimization Using Graph Neural Networks. CoRR Atefeh Sohrabizadeh, Yunsheng Bai, Yizhou Sun, Jason Cong
2021	A*	`conf`	GLSearch: Maximum Common Subgraph Detection via Learning to Search. ICML Yunsheng Bai, Derek Xu, Yizhou Sun, Wei Wang
2020	J	`jnl`	Bi-Level Graph Neural Networks for Drug-Drug Interaction Prediction. CoRR Yunsheng Bai, Ken Gu, Yizhou Sun, Wei Wang
2020	J	`jnl`	Fast Detection of Maximum Common Subgraph via Deep Q-Learning. CoRR Yunsheng Bai, Derek Xu, Alex Wang, Ken Gu, Xueqing Wu, Agustin Marinovic, Christopher Ro, Yizhou Sun, Wei Wang
2020	A*	`conf`	GHashing: Semantic Graph Hashing for Approximate Similarity Search in Graph Databases. KDD Zongyue Qin, Yunsheng Bai, Yizhou Sun
2020	J	`jnl`	Hierarchical and Fast Graph Similarity Computation via Graph Coarsening and Deep Graph Learning. CoRR Haoyan Xu, Runjian Chen, Yunsheng Bai, Jie Feng, Ziheng Duan, Ke Luo, Yizhou Sun, Wei Wang
2020	A*	`conf`	Learning-Based Efficient Graph Similarity Computation via Multi-Scale Convolutional Set Matching. AAAI Yunsheng Bai, Hao Ding, Ken Gu, Yizhou Sun, Wei Wang
2020	J	`jnl`	Multivariate Time Series Classification with Hierarchical Variational Graph Pooling. CoRR Haoyan Xu, Ziheng Duan, Yunsheng Bai, Yida Huang, Anni Ren, Qianru Yu, Qianru Zhang, Yueyang Wang, Xiaoqian Wang, Yizhou Sun, Wei Wang
2019	A	`conf`	SimGNN: A Neural Network Approach to Fast Graph Similarity Computation. WSDM Yunsheng Bai, Hao Ding, Song Bian, Ting Chen, Yizhou Sun, Wei Wang
2019	A*	`conf`	Unsupervised Inductive Graph-Level Representation Learning via Graph-Graph Proximity. IJCAI Yunsheng Bai, Hao Ding, Yang Qiao, Agustin Marinovic, Ken Gu, Ting Chen, Yizhou Sun, Wei Wang
2019	J	`jnl`	Unsupervised Inductive Whole-Graph Embedding by Preserving Graph Proximity. CoRR Yunsheng Bai, Hao Ding, Yang Qiao, Agustin Marinovic, Ken Gu, Ting Chen, Yizhou Sun, Wei Wang
2018	J	`jnl`	Convolutional Neural Networks for Fast Approximation of Graph Edit Distance. CoRR Yunsheng Bai, Hao Ding, Yizhou Sun, Wei Wang
2018	J	`jnl`	Convolutional Set Matching for Graph Similarity. CoRR Yunsheng Bai, Hao Ding, Yizhou Sun, Wei Wang
2018	J	`jnl`	Graph Edit Distance Computation via Graph Neural Networks. CoRR Yunsheng Bai, Hao Ding, Song Bian, Ting Chen, Yizhou Sun, Wei Wang