Binghong Chen
9 papers · 2020–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(19)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Machine Learning
(7)
Artificial Intelligence
(6)
Core AI
(6)
Deep Learning
(5)
Architectures
(4)
Core Methods
(3)
Optimization & Theory · Machine Learning
(3)
Computer Vision
(1)
Mathematics & Optimization
(1)
Reinforcement Learning
(1)
Application Areas
(1)
Applications
(1)
Models
(1)
Optimization
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
sample efficiency
(1)
path planning
(1)
image restoration
(1)
visual question answering
(1)
supervised learning
(1)
graph generation
(1)
policy learning
(1)
visual reasoning
(1)
best-first search
(1)
knowledge base
(1)
neural architecture
(1)
image denoising
(1)
exploration exploitation
(1)
multi-view learning
(1)
probabilistic reasoning
(1)
alternating minimization
(1)
maximum likelihood estimation
(1)
sparse precision matrix
(1)
molecular property
(1)
transformer architecture
(1)
Papers
Multi-View Learning with Context-Guided Receptance for Image Denoising
IJCAI 2025
May the Force be with You: Unified Force-Centric Pre-Training for 3D Molecular Conformations
NeurIPS 2023
Spanning Tree-based Graph Generation for Molecules
ICLR 2022
Molecule Optimization by Explainable Evolution
ICLR 2021
ProTo: Program-Guided Transformer for Program-Guided Tasks
NeurIPS 2021
Scallop: From Probabilistic Deductive Databases to Scalable Differentiable Reasoning
NeurIPS 2021
GLAD: Learning Sparse Graph Recovery
ICLR 2020
Learning to Plan in High Dimensions via Neural Exploration-Exploitation Trees
ICLR 2020
Retro*: Learning Retrosynthetic Planning with Neural Guided A* Search
ICML 2020