Alert button
Picture for Yizhou Sun

Yizhou Sun

Alert button

Unveiling Invariances via Neural Network Pruning

Sep 15, 2023
Derek Xu, Yizhou Sun, Wei Wang

Figure 1 for Unveiling Invariances via Neural Network Pruning
Figure 2 for Unveiling Invariances via Neural Network Pruning
Figure 3 for Unveiling Invariances via Neural Network Pruning
Figure 4 for Unveiling Invariances via Neural Network Pruning
Viaarxiv icon

SciBench: Evaluating College-Level Scientific Problem-Solving Abilities of Large Language Models

Jul 20, 2023
Xiaoxuan Wang, Ziniu Hu, Pan Lu, Yanqiao Zhu, Jieyu Zhang, Satyen Subramaniam, Arjun R. Loomba, Shichang Zhang, Yizhou Sun, Wei Wang

Figure 1 for SciBench: Evaluating College-Level Scientific Problem-Solving Abilities of Large Language Models
Figure 2 for SciBench: Evaluating College-Level Scientific Problem-Solving Abilities of Large Language Models
Figure 3 for SciBench: Evaluating College-Level Scientific Problem-Solving Abilities of Large Language Models
Figure 4 for SciBench: Evaluating College-Level Scientific Problem-Solving Abilities of Large Language Models
Viaarxiv icon

Amazon-M2: A Multilingual Multi-locale Shopping Session Dataset for Recommendation and Text Generation

Jul 19, 2023
Wei Jin, Haitao Mao, Zheng Li, Haoming Jiang, Chen Luo, Hongzhi Wen, Haoyu Han, Hanqing Lu, Zhengyang Wang, Ruirui Li, Zhen Li, Monica Xiao Cheng, Rahul Goutam, Haiyang Zhang, Karthik Subbian, Suhang Wang, Yizhou Sun, Jiliang Tang, Bing Yin, Xianfeng Tang

Figure 1 for Amazon-M2: A Multilingual Multi-locale Shopping Session Dataset for Recommendation and Text Generation
Figure 2 for Amazon-M2: A Multilingual Multi-locale Shopping Session Dataset for Recommendation and Text Generation
Figure 3 for Amazon-M2: A Multilingual Multi-locale Shopping Session Dataset for Recommendation and Text Generation
Figure 4 for Amazon-M2: A Multilingual Multi-locale Shopping Session Dataset for Recommendation and Text Generation
Viaarxiv icon

Weisfeiler and Lehman Go Measurement Modeling: Probing the Validity of the WL Test

Jul 11, 2023
Arjun Subramonian, Adina Williams, Maximilian Nickel, Yizhou Sun, Levent Sagun

Figure 1 for Weisfeiler and Lehman Go Measurement Modeling: Probing the Validity of the WL Test
Figure 2 for Weisfeiler and Lehman Go Measurement Modeling: Probing the Validity of the WL Test
Figure 3 for Weisfeiler and Lehman Go Measurement Modeling: Probing the Validity of the WL Test
Figure 4 for Weisfeiler and Lehman Go Measurement Modeling: Probing the Validity of the WL Test
Viaarxiv icon

Generalizing Graph ODE for Learning Complex System Dynamics across Environments

Jul 10, 2023
Zijie Huang, Yizhou Sun, Wei Wang

Figure 1 for Generalizing Graph ODE for Learning Complex System Dynamics across Environments
Figure 2 for Generalizing Graph ODE for Learning Complex System Dynamics across Environments
Figure 3 for Generalizing Graph ODE for Learning Complex System Dynamics across Environments
Figure 4 for Generalizing Graph ODE for Learning Complex System Dynamics across Environments
Viaarxiv icon

Inductive Meta-path Learning for Schema-complex Heterogeneous Information Networks

Jul 08, 2023
Shixuan Liu, Changjun Fan, Kewei Cheng, Yunfei Wang, Peng Cui, Yizhou Sun, Zhong Liu

Figure 1 for Inductive Meta-path Learning for Schema-complex Heterogeneous Information Networks
Figure 2 for Inductive Meta-path Learning for Schema-complex Heterogeneous Information Networks
Figure 3 for Inductive Meta-path Learning for Schema-complex Heterogeneous Information Networks
Figure 4 for Inductive Meta-path Learning for Schema-complex Heterogeneous Information Networks
Viaarxiv icon

Concept2Box: Joint Geometric Embeddings for Learning Two-View Knowledge Graphs

Jul 04, 2023
Zijie Huang, Daheng Wang, Binxuan Huang, Chenwei Zhang, Jingbo Shang, Yan Liang, Zhengyang Wang, Xian Li, Christos Faloutsos, Yizhou Sun, Wei Wang

Figure 1 for Concept2Box: Joint Geometric Embeddings for Learning Two-View Knowledge Graphs
Figure 2 for Concept2Box: Joint Geometric Embeddings for Learning Two-View Knowledge Graphs
Figure 3 for Concept2Box: Joint Geometric Embeddings for Learning Two-View Knowledge Graphs
Figure 4 for Concept2Box: Joint Geometric Embeddings for Learning Two-View Knowledge Graphs
Viaarxiv icon

Meta-Path-based Probabilistic Soft Logic for Drug-Target Interaction Prediction

Jun 25, 2023
Shengming Zhang, Yizhou Sun

Figure 1 for Meta-Path-based Probabilistic Soft Logic for Drug-Target Interaction Prediction
Figure 2 for Meta-Path-based Probabilistic Soft Logic for Drug-Target Interaction Prediction
Figure 3 for Meta-Path-based Probabilistic Soft Logic for Drug-Target Interaction Prediction
Figure 4 for Meta-Path-based Probabilistic Soft Logic for Drug-Target Interaction Prediction
Viaarxiv icon

A Survey on Graph Neural Network Acceleration: Algorithms, Systems, and Customized Hardware

Jun 24, 2023
Shichang Zhang, Atefeh Sohrabizadeh, Cheng Wan, Zijie Huang, Ziniu Hu, Yewen Wang, Yingyan, Lin, Jason Cong, Yizhou Sun

Figure 1 for A Survey on Graph Neural Network Acceleration: Algorithms, Systems, and Customized Hardware
Figure 2 for A Survey on Graph Neural Network Acceleration: Algorithms, Systems, and Customized Hardware
Figure 3 for A Survey on Graph Neural Network Acceleration: Algorithms, Systems, and Customized Hardware
Figure 4 for A Survey on Graph Neural Network Acceleration: Algorithms, Systems, and Customized Hardware
Viaarxiv icon

CF-GODE: Continuous-Time Causal Inference for Multi-Agent Dynamical Systems

Jun 20, 2023
Song Jiang, Zijie Huang, Xiao Luo, Yizhou Sun

Figure 1 for CF-GODE: Continuous-Time Causal Inference for Multi-Agent Dynamical Systems
Figure 2 for CF-GODE: Continuous-Time Causal Inference for Multi-Agent Dynamical Systems
Figure 3 for CF-GODE: Continuous-Time Causal Inference for Multi-Agent Dynamical Systems
Figure 4 for CF-GODE: Continuous-Time Causal Inference for Multi-Agent Dynamical Systems
Viaarxiv icon