Yizhou Sun

papers

770

total citations

papers (20)

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

ICML 2024arXiv

181

citations

REVEAL: Retrieval-Augmented Visual-Language Pre-Training With Multi-Source Multimodal Knowledge Memory

CVPR 2023arXiv

149

citations

VideoPhy: Evaluating Physical Commonsense for Video Generation

ICLR 2025arXiv

106

citations

Learning Continuous System Dynamics from Irregularly-Sampled Partial Observations

NEURIPS 2020arXiv

citations

GStarX: Explaining Graph Neural Networks with Structure-Aware Cooperative Games

NEURIPS 2022arXiv

citations

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

NEURIPS 2023arXiv

citations

Hierarchical Mixture of Experts: Generalizable Learning for High-Level Synthesis

AAAI 2025arXiv

citations

Learning Over Molecular Conformer Ensembles: Datasets and Benchmarks

ICLR 2024arXiv

citations

PGODE: Towards High-quality System Dynamics Modeling

ICML 2024arXiv

citations

Networked Inequality: Preferential Attachment Bias in Graph Neural Network Link Prediction

ICML 2024arXiv

citations

Dynamic-Width Speculative Beam Decoding for LLM Inference

AAAI 2025

citations

Architecture-Aware Learning Curve Extrapolation via Graph Ordinary Differential Equation

AAAI 2025arXiv

citations

Predicting and Interpreting Energy Barriers of Metallic Glasses with Graph Neural Networks

ICML 2024arXiv

citations

CARE: Modeling Interacting Dynamics Under Temporal Environmental Variation

NEURIPS 2023

citations

Towards a Comprehensive Benchmark for High-Level Synthesis Targeted to FPGAs

NEURIPS 2023

citations

Don’t Forget the Enjoin: FocalLoRA for Instruction Hierarchical Alignment in Large Language Models

NEURIPS 2025

citations

On the Discrimination Risk of Mean Aggregation Feature Imputation in Graphs

NEURIPS 2022

citations

Yizhou Sun

papers (20)

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

REVEAL: Retrieval-Augmented Visual-Language Pre-Training With Multi-Source Multimodal Knowledge Memory

VideoPhy: Evaluating Physical Commonsense for Video Generation

Learning Continuous System Dynamics from Irregularly-Sampled Partial Observations

GStarX: Explaining Graph Neural Networks with Structure-Aware Cooperative Games

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

Improving Multi-Task Generalization via Regularizing Spurious Correlation

STIV: Scalable Text and Image Conditioned Video Generation

AVIS: Autonomous Visual Information Seeking with Large Language Model Agent

Hierarchical Mixture of Experts: Generalizable Learning for High-Level Synthesis

Learning Over Molecular Conformer Ensembles: Datasets and Benchmarks

PGODE: Towards High-quality System Dynamics Modeling

Networked Inequality: Preferential Attachment Bias in Graph Neural Network Link Prediction

Dynamic-Width Speculative Beam Decoding for LLM Inference

Architecture-Aware Learning Curve Extrapolation via Graph Ordinary Differential Equation

Predicting and Interpreting Energy Barriers of Metallic Glasses with Graph Neural Networks

CARE: Modeling Interacting Dynamics Under Temporal Environmental Variation

Towards a Comprehensive Benchmark for High-Level Synthesis Targeted to FPGAs

Don’t Forget the Enjoin: FocalLoRA for Instruction Hierarchical Alignment in Large Language Models

On the Discrimination Risk of Mean Aggregation Feature Imputation in Graphs

papers (20)

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

REVEAL: Retrieval-Augmented Visual-Language Pre-Training With Multi-Source Multimodal Knowledge Memory

VideoPhy: Evaluating Physical Commonsense for Video Generation

Learning Continuous System Dynamics from Irregularly-Sampled Partial Observations

GStarX: Explaining Graph Neural Networks with Structure-Aware Cooperative Games

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

Improving Multi-Task Generalization via Regularizing Spurious Correlation

STIV: Scalable Text and Image Conditioned Video Generation

AVIS: Autonomous Visual Information Seeking with Large Language Model Agent

Hierarchical Mixture of Experts: Generalizable Learning for High-Level Synthesis

Learning Over Molecular Conformer Ensembles: Datasets and Benchmarks

PGODE: Towards High-quality System Dynamics Modeling

Networked Inequality: Preferential Attachment Bias in Graph Neural Network Link Prediction

Dynamic-Width Speculative Beam Decoding for LLM Inference

Architecture-Aware Learning Curve Extrapolation via Graph Ordinary Differential Equation

Predicting and Interpreting Energy Barriers of Metallic Glasses with Graph Neural Networks

CARE: Modeling Interacting Dynamics Under Temporal Environmental Variation

Towards a Comprehensive Benchmark for High-Level Synthesis Targeted to FPGAs

Don’t Forget the Enjoin: FocalLoRA for Instruction Hierarchical Alignment in Large Language Models

On the Discrimination Risk of Mean Aggregation Feature Imputation in Graphs