Gu, Jiawei

9 publications

ICML 2025 Can MLLMs Reason in Multimodality? EMMA: An Enhanced MultiModal ReAsoning Benchmark Yunzhuo Hao, Jiawei Gu, Huichen Will Wang, Linjie Li, Zhengyuan Yang, Lijuan Wang, Yu Cheng

NeurIPS 2025 Fourier Clouds: Fast Bias Correction for Imbalanced Semi-Supervised Learning Jiawei Gu, Yidi Wang, Qingqiang Sun, Xinming Li, Xiao Luo, Ziyue Qiao

ICML 2025 GCAL: Adapting Graph Models to Evolving Domain Shifts Ziyue Qiao, Qianyi Cai, Hao Dong, Jiawei Gu, Pengyang Wang, Meng Xiao, Xiao Luo, Hui Xiong

ICCV 2025 Gradient Short-Circuit: Efficient Out-of-Distribution Detection via Feature Intervention Jiawei Gu, Ziyue Qiao, Zechao Li

IJCAI 2025 NeuBM: Mitigating Model Bias in Graph Neural Networks Through Neutral Input Calibration Jiawei Gu, Ziyue Qiao, Xiao Luo

NeurIPS 2025 Refining Norms: A Post-Hoc Framework for OOD Detection in Graph Neural Networks Jiawei Gu, Ziyue Qiao, Zechao Li

NeurIPS 2025 Revitalizing SVD for Global Covariance Pooling: Halley’s Method to Overcome Over-Flattening Jiawei Gu, Ziyue Qiao, Xinming Li, Zechao Li

IJCAI 2025 SpectralGap: Graph-Level Out-of-Distribution Detection via Laplacian Eigenvalue Gaps Jiawei Gu, Ziyue Qiao, Zechao Li

NeurIPS 2024 WelQrate: Defining the Gold Standard in Small Molecule Drug Discovery Benchmarking Yunchao Liu, Ha Dong, Xin Wang, Rocco Moretti, Yu Wang, Zhaoqian Su, Jiawei Gu, Bobby Bodenheimer, Charles David Weaver, Jens Meiler, Tyler Derr