Zhifeng Gao
12 papers · 2017–2026 · 6 venues · across top CS/AI venues
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Research topics
Deep Learning
(8)
Machine Learning
(7)
Architectures
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Learning Types Β· Machine Learning
(5)
Artificial Intelligence
(4)
Core Methods
(4)
Learning Types Β· Deep Learning
(4)
Core AI
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Models
(3)
Healthcare & Medicine
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Research
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Interdisciplinary
(1)
Natural Language Processing
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Reinforcement Learning
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Application Areas
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Keywords
multimodal learning
(2)
contrastive learning
(2)
recurrent neural network
(2)
representation learning
(2)
video prediction
(2)
graph neural network
(2)
protein binding
(2)
vision-language navigation
(1)
geometric structure
(1)
semi-supervised learning
(1)
chain-of-thought reasoning
(1)
knowledge distillation
(1)
generative model
(1)
diffusion model
(1)
benchmark evaluation
(1)
spatio-temporal learning
(1)
long short-term memory
(1)
autoregressive model
(1)
molecular graph
(1)
self-supervised learning
(1)
Papers
NOSE: Neural Olfactory-Semantic Embedding with Tri-Modal Orthogonal Contrastive Learning
ACL 2026
A Simple yet Effective ΞΞ G Predictor is An Unsupervised Antibody Optimizer and Explainer
ICLR 2025
Beyond Atoms: Enhancing Molecular Pretrained Representations with 3D Space Modeling
ICML 2025
CBGBench: Fill in the Blank of Protein-Molecule Complex Binding Graph
ICLR 2025
FlightGPT: Towards Generalizable and Interpretable UAV Vision-and-Language Navigation with Vision-Language Models
EMNLP 2025
PolyConf: Unlocking Polymer Conformation Generation through Hierarchical Generative Models
ICML 2025
SciAssess: Benchmarking LLM Proficiency in Scientific Literature Analysis
NAACL 2025
Exploring Molecular Pretraining Model at Scale
NeurIPS 2024
S-MolSearch: 3D Semi-supervised Contrastive Learning for Bioactive Molecule Search
NeurIPS 2024
Uni-Mol: A Universal 3D Molecular Representation Learning Framework
ICLR 2023
PredRNN++: Towards A Resolution of the Deep-in-Time Dilemma in Spatiotemporal Predictive Learning
ICML 2018
PredRNN: Recurrent Neural Networks for Predictive Learning using Spatiotemporal LSTMs
NeurIPS 2017