Yizhou Sun

22

Papers

148

Total Citations

Papers (22)

VideoPhy: Evaluating Physical Commonsense for Video Generation

STIV: Scalable Text and Image Conditioned Video Generation

Learning Over Molecular Conformer Ensembles: Datasets and Benchmarks

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

Dynamic-Width Speculative Beam Decoding for LLM Inference

Architecture-Aware Learning Curve Extrapolation via Graph Ordinary Differential Equation

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

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

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

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

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

PGODE: Towards High-quality System Dynamics Modeling

Layer-Dependent Importance Sampling for Training Deep and Large Graph Convolutional Networks

Learning Continuous System Dynamics from Irregularly-Sampled Partial Observations

Improving Multi-Task Generalization via Regularizing Spurious Correlation

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

On the Discrimination Risk of Mean Aggregation Feature Imputation in Graphs

AVIS: Autonomous Visual Information Seeking with Large Language Model Agent

CARE: Modeling Interacting Dynamics Under Temporal Environmental Variation

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

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

Learning K-way D-dimensional Discrete Codes for Compact Embedding Representations