Zhangyang Gao
34 papers · 2022–2025 · 8 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (8) 🐝 Cross-Pollinator (14) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌈 Renaissance Researcher (9)
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Renaissance Researcher
(9)
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Dynamic Duo
(33)
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Triple Crown
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Grand Slam
🔬
Deep Specialist
(11)
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Keyword Collector
(133)
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Prolific Year
(6)
💎
Century Club
(34)
Conferences
ICLR (8)
AAAI (7)
NIPS (7)
CVPR (6)
ICML (3)
ECCV (1)
ICCV (1)
IJCAI (1)
Top co-authors
Keywords
protein structure
(6)
graph neural network
(4)
contrastive learning
(3)
antibody design
(3)
multi-agent system
(2)
protein sequence
(2)
vector quantization
(2)
domain adaptation
(2)
recurrent neural network
(2)
deep learning
(2)
protein structure prediction
(2)
inverse folding
(2)
benchmark evaluation
(2)
protein design
(2)
drug discovery
(2)
video frame prediction
(1)
point cloud generation
(1)
video prediction
(1)
symbolic reasoning
(1)
semantic segmentation
(1)
Papers
MeToken: Uniform Micro-environment Token Boosts Post-Translational Modification Prediction
ICLR 2025
EVA: Geometric Inverse Design for Fast Protein Motif-Scaffolding with Coupled Flow
ICLR 2025
FoldToken: Learning Protein Language via Vector Quantization and Beyond
AAAI 2025
dyAb: Flow Matching for Flexible Antibody Design with AlphaFold-driven Pre-binding Antigen
AAAI 2025
Relation-Aware Equivariant Graph Networks for Epitope-Unknown Antibody Design and Specificity Optimization
AAAI 2025
ReNovo: Retrieval-Based \emph{De Novo} Mass Spectrometry Peptide Sequencing
ICLR 2025
G2PDiffusion: Cross-Species Genotype-to-Phenotype Prediction via Evolutionary Diffusion
ICCV 2025
From Words to Structured Visuals: A Benchmark and Framework for Text-to-Diagram Generation and Editing
CVPR 2025
SketchAgent: Generating Structured Diagrams from Hand-Drawn Sketches
IJCAI 2025
General Point Model Pretraining with Autoencoding and Autoregressive
CVPR 2024
AdaNovo: Towards Robust \emph{De Novo} Peptide Sequencing in Proteomics against Data Biases
NIPS 2024
FlexMol: A Flexible Toolkit for Benchmarking Molecular Relational Learning
NIPS 2024
ProtGO: Function-Guided Protein Modeling for Unified Representation Learning
NIPS 2024
UniIF: Unified Molecule Inverse Folding
NIPS 2024
PSC-CPI: Multi-Scale Protein Sequence-Structure Contrasting for Efficient and Generalizable Compound-Protein Interaction Prediction
AAAI 2024
Protein 3D Graph Structure Learning for Robust Structure-Based Protein Property Prediction
AAAI 2024
Cross-Gate MLP with Protein Complex Invariant Embedding Is a One-Shot Antibody Designer
AAAI 2024
MLIP: Enhancing Medical Visual Representation with Divergence Encoder and Knowledge-guided Contrastive Learning
CVPR 2024
Boosting the Power of Small Multimodal Reasoning Models to Match Larger Models with Self-Consistency Training
ECCV 2024
Decoupling Weighing and Selecting for Integrating Multiple Graph Pre-training Tasks
ICLR 2024
RDesign: Hierarchical Data-efficient Representation Learning for Tertiary Structure-based RNA Design
ICLR 2024
KW-Design: Pushing the Limit of Protein Design via Knowledge Refinement
ICLR 2024
A Graph is Worth $K$ Words: Euclideanizing Graph using Pure Transformer
ICML 2024
Re-Dock: Towards Flexible and Realistic Molecular Docking with Diffusion Bridge
ICML 2024
Deciphering RNA Secondary Structure Prediction: A Probabilistic K-Rook Matching Perspective
ICML 2024
Mole-BERT: Rethinking Pre-training Graph Neural Networks for Molecules
ICLR 2023
PiFold: Toward effective and efficient protein inverse folding
ICLR 2023
OpenSTL: A Comprehensive Benchmark of Spatio-Temporal Predictive Learning
NIPS 2023
Temporal Attention Unit: Towards Efficient Spatiotemporal Predictive Learning
CVPR 2023
Understanding the Limitations of Deep Models for Molecular property prediction: Insights and Solutions
NIPS 2023
ProteinInvBench: Benchmarking Protein Inverse Folding on Diverse Tasks, Models, and Metrics
NIPS 2023
Conditional Local Convolution for Spatio-Temporal Meteorological Forecasting
AAAI 2022
SimVP: Simpler Yet Better Video Prediction
CVPR 2022
Hyperspherical Consistency Regularization
CVPR 2022