Jinbo Xu
13 papers · 2009–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (5) π§ Keyword Pioneer π£ Hot Topic Early Bird π Interdisciplinary Bridge π Academic Marathon (16)
πΊοΈ
Taxonomy Completionist
(28)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π
Keyword Champion
π±
Topic Pioneer
π
Trend Setter
ποΈ
Keyword Collector
(57)
π
Century Club
(13)
Conferences
AISTATS (5)
ICML (3)
MLHC (2)
NIPS (2)
UAI (1)
Top co-authors
Keywords
probabilistic graphical model
(3)
exponential family
(2)
graphical model
(2)
structure learning
(2)
gaussian graphical model
(2)
variational inference
(1)
probabilistic modeling
(1)
bayesian nonparametrics
(1)
sequence labeling
(1)
approximate inference
(1)
belief propagation
(1)
feature selection
(1)
hyperparameter optimization
(1)
expectation maximization
(1)
gibbs sampling
(1)
feature extraction
(1)
reproducing kernel hilbert space
(1)
constraint satisfaction
(1)
network inference
(1)
semidefinite programming
(1)
Papers
Retrieval Augmented Zero-Shot Enzyme Generation for Specified Substrate
ICML 2025
Bidirectional Hierarchical Protein Multi-Modal Representation Learning
MLHC 2025
ScaffoldGPT: A Scaffold-based GPT Model for Drug Optimization
MLHC 2025
XOR-CD: Linearly Convergent Constrained Structure Generation
ICML 2021
PALM: Probabilistic area loss Minimization for Protein Sequence Alignment
UAI 2021
Inferring Block Structure of Graphical Models in Exponential Families
AISTATS 2015
Learning structured densities via infinite dimensional exponential families
NIPS 2015
Learning Scale-Free Networks by Dynamic Node Specific Degree Prior
ICML 2015
Adaptive Variable Clustering in Gaussian Graphical Models
AISTATS 2014
Estimating the Partition Function of Graphical Models Using Langevin Importance Sampling
AISTATS 2013
Approximate Inference by Intersecting Semidefinite Bound and Local Polytope
AISTATS 2012
A Two-Graph Guided Multi-task Lasso Approach for eQTL Mapping
AISTATS 2012
Conditional Neural Fields
NIPS 2009