Ma, Hehuan

7 publications

AAAI 2025 GoBERT: Gene Ontology Graph Informed BERT for Universal Gene Function Prediction Yuwei Miao, Yuzhi Guo, Hehuan Ma, Jingquan Yan, Feng Jiang, Rui Liao, Junzhou Huang

NeurIPS 2025 TRIDENT: Tri-Modal Molecular Representation Learning with Taxonomic Annotations and Local Correspondence Feng Jiang, Mangal Prakash, Hehuan Ma, Jianyuan Deng, Yuzhi Guo, Amina Mollaysa, Tommaso Mansi, Rui Liao, Junzhou Huang

ICCV 2025 Zero-Shot Composed Image Retrieval via Dual-Stream Instruction-Aware Distillation Wenliang Zhong, Rob Barton, Weizhi An, Feng Jiang, Hehuan Ma, Yuzhi Guo, Abhishek Dan, Shioulin Sam, Karim Bouyarmane, Junzhou Huang

ECCV 2024 Causal Subgraphs and Information Bottlenecks: Redefining OOD Robustness in Graph Neural Networks Weizhi An, Wenliang Zhong, Feng Jiang, Hehuan Ma, Junzhou Huang

AAAI 2022 Self-Supervised Pre-Training for Protein Embeddings Using Tertiary Structures Yuzhi Guo, Jiaxiang Wu, Hehuan Ma, Junzhou Huang

ICCV 2021 Exploring Robustness of Unsupervised Domain Adaptation in Semantic Segmentation Jinyu Yang, Chunyuan Li, Weizhi An, Hehuan Ma, Yuzhi Guo, Yu Rong, Peilin Zhao, Junzhou Huang

AAAI 2021 Hierarchical Graph Capsule Network Jinyu Yang, Peilin Zhao, Yu Rong, Chaochao Yan, Chunyuan Li, Hehuan Ma, Junzhou Huang