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Yizhou Sun
Yizhou Sun
Professor, Computer Science, UCLA
Verified email at cs.ucla.edu - Homepage
Title
Cited by
Year
Cross-Modality Program Representation Learning for Electronic Design Automation with High-Level Synthesis
Z Qin, Y Bai, A Sograbizadeh, Z Ding, Z Hu, Y Sun, J Cong
arXiv preprint arXiv:2406.09606, 2024
2024
Fast Inference of Removal-Based Node Influence
W Li, Z Xiao, X Luo, Y Sun
Proceedings of the ACM on Web Conference 2024, 422-433, 2024
2024
Causal Graph ODE: Continuous Treatment Effect Modeling in Multi-agent Dynamical Systems
Z Huang, J Hwang, J Zhang, J Baik, W Zhang, D Wodarz, Y Sun, Q Gu, ...
Proceedings of the ACM on Web Conference 2024, 4607-4617, 2024
32024
Parameter-Efficient Tuning Large Language Models for Graph Representation Learning
Q Zhu, D Zheng, X Song, S Zhang, B Jin, Y Sun, G Karypis
arXiv preprint arXiv:2404.18271, 2024
2024
Hierarchical Attention Models for Multi-Relational Graphs
RG Iyer, W Wang, Y Sun
arXiv preprint arXiv:2404.09365, 2024
2024
Theoretical and Empirical Insights into the Origins of Degree Bias in Graph Neural Networks
A Subramonian, J Kang, Y Sun
arXiv preprint arXiv:2404.03139, 2024
12024
Structure Guided Prompt: Instructing Large Language Model in Multi-Step Reasoning by Exploring Graph Structure of the Text
K Cheng, NK Ahmed, T Willke, Y Sun
arXiv preprint arXiv:2402.13415, 2024
2024
Care: Modeling interacting dynamics under temporal environmental variation
X Luo, H Wang, Z Huang, H Jiang, A Gangan, S Jiang, Y Sun
Advances in Neural Information Processing Systems 36, 2024
52024
Amazon-m2: A multilingual multi-locale shopping session dataset for recommendation and text generation
W Jin, H Mao, Z Li, H Jiang, C Luo, H Wen, H Han, H Lu, Z Wang, R Li, ...
Advances in Neural Information Processing Systems 36, 2024
212024
Laplacian Score Benefit Adaptive Filter Selection for Graph Neural Networks
Y Wang, S Zhang, J Cho, Y Sun
Proceedings of the 2024 SIAM International Conference on Data Mining (SDM …, 2024
2024
Towards a Comprehensive Benchmark for High-Level Synthesis Targeted to FPGAs
Y Bai, A Sohrabizadeh, Z Qin, Z Hu, Y Sun, J Cong
Advances in Neural Information Processing Systems 36, 45288-45299, 2023
42023
Predicting and Interpreting Energy Barriers of Metallic Glasses with Graph Neural Networks
H Li, S Zhang, L Tang, M Bauchy, Y Sun
arXiv preprint arXiv:2401.08627, 2023
2023
Detecting political biases of named entities and hashtags on Twitter
Z Xiao, J Zhu, Y Wang, P Zhou, WH Lam, MA Porter, Y Sun
EPJ Data Science 12 (1), 1-26, 2023
142023
Graph ODE with Factorized Prototypes for Modeling Complicated Interacting Dynamics
X Luo, Y Gu, H Jiang, J Huang, W Ju, M Zhang, Y Sun
arXiv preprint arXiv:2311.06554, 2023
22023
AVIS: Autonomous Visual Information Seeking with Large Language Model Agent
Z Hu, A Iscen, C Sun, KW Chang, Y Sun, DA Ross, C Schmid, A Fathi
Thirty-seventh Conference on Neural Information Processing Systems, 2023
372023
Robust GNN-based representation learning for HLS
A Sohrabizadeh, Y Bai, Y Sun, J Cong
2023 IEEE/ACM International Conference on Computer Aided Design (ICCAD), 1-9, 2023
42023
TANGO: Time-Reversal Latent GraphODE for Multi-Agent Dynamical Systems
Z Huang, W Zhao, J Gao, Z Hu, X Luo, Y Cao, Y Chen, Y Sun, W Wang
arXiv preprint arXiv:2310.06427, 2023
22023
Resprompt: Residual connection prompting advances multi-step reasoning in large language models
S Jiang, Z Shakeri, A Chan, M Sanjabi, H Firooz, Y Xia, B Akyildiz, Y Sun, ...
arXiv preprint arXiv:2310.04743, 2023
42023
Networked Inequality: Preferential Attachment Bias in Graph Neural Network Link Prediction
A Subramonian, L Sagun, Y Sun
arXiv preprint arXiv:2309.17417, 2023
12023
Unveiling Invariances via Neural Network Pruning
D Xu, Y Sun, W Wang
arXiv preprint arXiv:2309.08171, 2023
2023
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