Binghong Chen

9 papers · 2020–2025 · 4 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (4) 🏃 Academic Marathon (5) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (11) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (12)

Conferences

ICLR (4) NIPS (3) ICML (1) IJCAI (1)

Top co-authors

Le Song (6) Hanjun Dai (2) Karan Samel (2) Chengtao Li (2) Han Liu (2) Tianzhe Wang (2) Qi Zhu (1) Wei Jiang (1) Guanghui Lan (1) Bo Dai (1)

Keywords

image restoration (1) visual question answering (1) policy learning (1) visual reasoning (1) best-first search (1) knowledge base (1) image denoising (1) multi-view learning (1) probabilistic reasoning (1) property prediction (1) multi-hop reasoning (1) cross-attention mechanism (1) molecular representation learning (1) equivariant transformer (1) a* search (1) neural-symbolic learning (1) neural-symbolic reasoning (1) retrosynthetic planning (1) program execution (1) frequency domain analysis (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 NIPS 2023

Spanning Tree-based Graph Generation for Molecules ICLR 2022

ProTo: Program-Guided Transformer for Program-Guided Tasks NIPS 2021

Scallop: From Probabilistic Deductive Databases to Scalable Differentiable Reasoning NIPS 2021

Molecule Optimization by Explainable Evolution ICLR 2021

GLAD: Learning Sparse Graph Recovery ICLR 2020

Retro*: Learning Retrosynthetic Planning with Neural Guided A* Search ICML 2020

Learning to Plan in High Dimensions via Neural Exploration-Exploitation Trees ICLR 2020