Jiangbin Zheng
14 papers · 2015–2026 · 8 venues · across top CS/AI venues
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Achievements
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๐บ๏ธ Taxonomy Completionist (23) ๐ Conference Polyglot ยท Silver ๐ Academic Marathon ยท Half ๐ Interdisciplinary Bridge ยท Silver ๐ฃ Hot Topic Early Bird
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Triple Crown
๐งญ
Keyword Pioneer
๐ค
Dynamic Duo
(10)
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Keyword Champion
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Grand Slam
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Renaissance Researcher
(5)
โก
Prolific Year ยท Productive
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Century Club ยท Bronze
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Keyword Collector
(75)
Top co-authors
Research topics
Machine Learning
(9)
Deep Learning
(8)
Architectures
(5)
Core Methods
(4)
Learning Types
(4)
Computer Vision
(3)
Healthcare & Medicine
(3)
Natural Language Processing
(3)
Models
(3)
Research
(3)
Analysis
(2)
Optimization & Theory
(2)
Resources & Methods
(2)
Interdisciplinary
(1)
Application Areas
(1)
Keywords
representation learning
(1)
sequence modeling
(1)
3d reconstruction
(1)
contrastive learning
(1)
semantic segmentation
(1)
neural network training
(1)
probabilistic matching
(1)
object detection
(1)
optimal transport
(1)
neural machine translation
(1)
document-level translation
(1)
energy minimization
(1)
human pose estimation
(1)
deep learning
(1)
protein representation
(1)
bioinformatics
(1)
surface reconstruction
(1)
distribution matching
(1)
vector quantization
(1)
one-shot learning
(1)
Papers
Departures: Distributional Transport for Single-Cell Perturbation Prediction with Neural Schrรถdinger Bridges
AAAI 2026
AdaNovo: Towards Robust \emph{De Novo} Peptide Sequencing in Proteomics against Data Biases
NeurIPS 2024
Cross-Gate MLP with Protein Complex Invariant Embedding Is a One-Shot Antibody Designer
AAAI 2024
Deciphering RNA Secondary Structure Prediction: A Probabilistic K-Rook Matching Perspective
ICML 2024
Learning Complete Protein Representation by Dynamically Coupling of Sequence and Structure
NeurIPS 2024
MogaNet: Multi-order Gated Aggregation Network
ICLR 2024
Protein 3D Graph Structure Learning for Robust Structure-Based Protein Property Prediction
AAAI 2024
VQDNA: Unleashing the Power of Vector Quantization for Multi-Species Genomic Sequence Modeling
ICML 2024
CVT-SLR: Contrastive Visual-Textual Transformation for Sign Language Recognition With Variational Alignment
CVPR 2023
Understanding the Limitations of Deep Models for Molecular property prediction: Insights and Solutions
NeurIPS 2023
Using Context-to-Vector with Graph Retrofitting to Improve Word Embeddings
ACL 2022
A Document-Level Neural Machine Translation Model with Dynamic Caching Guided by Theme-Rheme Information
COLING 2020
Detailed Surface Geometry and Albedo Recovery From RGB-D Video Under Natural Illumination
ICCV 2017
Interactive Visual Hull Refinement for Specular and Transparent Object Surface Reconstruction
ICCV 2015