He, Huan

12 publications

ICLR 2025 MAP: Low-Compute Model Merging with Amortized Pareto Fronts via Quadratic Approximation Lu Li, Tianyu Zhang, Zhiqi Bu, Suyuchen Wang, Huan He, Jie Fu, Yonghui Wu, Jiang Bian, Yong Chen, Yoshua Bengio

ICLR 2024 A Flexible Generative Model for Heterogeneous Tabular EHR with Missing Modality Huan He, William Hao, Yuanzhe Xi, Yong Chen, Bradley Malin, Joyce Ho

ICLRW 2024 Demystify the Secret Function in Protein Sequence via Conditional Diffusion Models Yaoyao Xu, Xuxi Chen, Tong Wang, Huan He, Tianlong Chen, Manolis Kellis

MLHC 2024 LLMSYN: Generating Synthetic Electronic Health Records Without Patient-Level Data Yijie Hao, Huan He, Joyce C. Ho

NeurIPSW 2024 MAP: Model Merging with Amortized Pareto Front Using Limited Computation Lu Li, Tianyu Zhang, Zhiqi Bu, Suyuchen Wang, Huan He, Jie Fu, Yonghui Wu, Jiang Bian, Yong Chen, Yoshua Bengio

ICML 2023 Domain Adaptation for Time Series Under Feature and Label Shifts Huan He, Owen Queen, Teddy Koker, Consuelo Cuevas, Theodoros Tsiligkaridis, Marinka Zitnik

NeurIPS 2023 Encoding Time-Series Explanations Through Self-Supervised Model Behavior Consistency Owen Queen, Tom Hartvigsen, Teddy Koker, Huan He, Theodoros Tsiligkaridis, Marinka Zitnik

ICLR 2023 GNNDelete: A General Strategy for Unlearning in Graph Neural Networks Jiali Cheng, George Dasoulas, Huan He, Chirag Agarwal, Marinka Zitnik

UAI 2022 AUTM Flow: Atomic Unrestricted Time Machine for Monotonic Normalizing Flows Difeng Cai, Yuliang Ji, Huan He, Qiang Ye, Yuanzhe Xi

ICLR 2022 Gda-Am: On the Effectiveness of Solving Min-Imax Optimization via Anderson Mixing Huan He, Shifan Zhao, Yuanzhe Xi, Joyce Ho, Yousef Saad

NeurIPSW 2021 AGE: Enhancing the Convergence on GANs Using Alternating Extra-Gradient with Gradient Extrapolation Huan He, Shifan Zhao, Yuanzhe Xi, Joyce Ho

IJCAI 2019 ATTENet: Detecting and Explaining Suspicious Tax Evasion Groups Qinghua Zheng, Yating Lin, Huan He, Jianfei Ruan, Bo Dong