Yijie Zhang
7 papers · 2021–2025 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot Β· Silver
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Interdisciplinary Bridge Β· Bronze
πΊοΈ
Taxonomy Completionist
(17)
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Grand Slam
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Renaissance Researcher
(5)
Venues
Top co-authors
Research topics
Machine Learning
(5)
Core Methods
(3)
Learning Types
(3)
Deep Learning
(2)
Models
(2)
Optimization & Theory
(2)
Artificial Intelligence
(1)
Computer Vision
(1)
Interdisciplinary
(1)
Mathematics & Optimization
(1)
Reinforcement Learning
(1)
Analysis
(1)
Application Areas
(1)
Applications
(1)
Learning Paradigms
(1)
Keywords
inverse folding
(2)
protein structure
(2)
protein design
(2)
action recognition
(1)
transfer learning
(1)
weakly supervised learning
(1)
knowledge distillation
(1)
kl divergence
(1)
video understanding
(1)
flow matching
(1)
policy search
(1)
continuous control
(1)
pac-bayesian analysis
(1)
protein structure prediction
(1)
saliency detection
(1)
latent variable
(1)
pre-trained model
(1)
structure prediction
(1)
confidence interval
(1)
exploration strategy
(1)
Papers
dyAb: Flow Matching for Flexible Antibody Design with AlphaFold-driven Pre-binding Antigen
AAAI 2025
KW-Design: Pushing the Limit of Protein Design via Knowledge Refinement
ICLR 2024
RDesign: Hierarchical Data-efficient Representation Learning for Tertiary Structure-based RNA Design
ICLR 2024
Realigning Confidence with Temporal Saliency Information for Point-Level Weakly-Supervised Temporal Action Localization
CVPR 2024
Recursive PAC-Bayes: A Frequentist Approach to Sequential Prior Updates with No Information Loss
NeurIPS 2024
ProteinInvBench: Benchmarking Protein Inverse Folding on Diverse Tasks, Models, and Metrics
NeurIPS 2023
Deep Coherent Exploration for Continuous Control
ICML 2021