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Minghao Xu

20 papers · 2019–2025 · 11 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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+6 more ↓ πŸ—ΊοΈ Taxonomy Completionist (37) 🌍 Conference Polyglot Β· Gold πŸƒ Academic Marathon Β· Sprint πŸŒ‰ Interdisciplinary Bridge Β· Silver 🐣 Hot Topic Early Bird
πŸ‘‘ Triple Crown πŸ† Grand Slam 🌈 Renaissance Researcher (5) πŸ’Ž Century Club Β· Bronze πŸ—ƒοΈ Keyword Collector (92) πŸ”₯ Unstoppable Β· Bronze

Venues

CVPR (3) ICCV (3) ICML (3) NeurIPS (3) ICLR (2) AAAI (1) ACL (1) AutoML (1) COLING (1) ECCV (1) EMNLP (1)

Top co-authors

Bingbing Ni (9) Jian Tang (8) Hang Wang (4) Wentao Zhang (3) Wenjun Zhang (3) Zuobai Zhang (3) Jian Zhang (2) Payel Das (2) Xiaokang Yang (2) Zhenbang Sun (2)

Research topics

Machine Learning (16) Deep Learning (13) Learning Types Β· Machine Learning (9) Artificial Intelligence (8) Core Methods (8) Application Areas (6) Architectures (6) Core AI (5) Computer Vision (4) Healthcare & Medicine (4) Research (4) Analysis (3) Learning Paradigms (3) Learning Types Β· Deep Learning (3) Models (3)

Keywords

graph neural network (5) representation learning (4) prototype learning (3) protein language model (3) multimodal learning (3) domain adaptation (3) contrastive learning (3) zero-shot learning (2) multi-task learning (2) object detection (2) variational inference (1) image generation (1) few-shot learning (1) semantic segmentation (1) self-supervised learning (1) feature learning (1) adversarial learning (1) graph learning (1) object recognition (1) metric learning (1)

Papers

GlycanML: A Multi-Task and Multi-Structure Benchmark for Glycan Machine Learning ICLR 2025 Modeling All-Atom Glycan Structures via Hierarchical Message Passing and Multi-Scale Pre-training ICML 2025 AI for Science in the Era of Large Language Models EMNLP 2024 ProtLLM: An Interleaved Protein-Language LLM with Protein-as-Word Pre-Training ACL 2024 Exploiting Network Compressibility and Topology in Zero-Cost NAS AutoML 2023 Pre-Training Protein Encoder via Siamese Sequence-Structure Diffusion Trajectory Prediction NeurIPS 2023 Protein Representation Learning by Geometric Structure Pretraining ICLR 2023 ProtST: Multi-Modality Learning of Protein Sequences and Biomedical Texts ICML 2023 HCSC: Hierarchical Contrastive Selective Coding CVPR 2022 KC-ISA: An Implicit Sentiment Analysis Model Combining Knowledge Enhancement and Context Features COLING 2022 PEER: A Comprehensive and Multi-Task Benchmark for Protein Sequence Understanding NeurIPS 2022 Cross-Category Video Highlight Detection via Set-Based Learning ICCV 2021 Joint Modeling of Visual Objects and Relations for Scene Graph Generation NeurIPS 2021 PIT: Position-Invariant Transform for Cross-FoV Domain Adaptation ICCV 2021 Self-supervised Graph-level Representation Learning with Local and Global Structure ICML 2021 Adversarial Domain Adaptation with Domain Mixup AAAI 2020 Cross-Domain Detection via Graph-Induced Prototype Alignment CVPR 2020 Learning to Combine: Knowledge Aggregation for Multi-Source Domain Adaptation ECCV 2020 Learning Context Graph for Person Search CVPR 2019 Variational Few-Shot Learning ICCV 2019