Minghao Guo
17 papers · 2018–2026 · 9 conferences · across top CS/AI conferences
Achievements
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🏃 Academic Marathon (8) 🧭 Keyword Pioneer 🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (8) 🐝 Cross-Pollinator (12)
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Academic Marathon
(8)
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(12)
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Unstoppable
(9)
💎
Century Club
(16)
🚀
Conference Pioneer
📈
Trend Setter
🗃️
Keyword Collector
(62)
Conferences
CVPR (3)
ICCV (3)
ICLR (3)
ICML (3)
ACL (1)
EACL (1)
ECCV (1)
NIPS (1)
WACV (1)
Top co-authors
Keywords
adversarial robustness
(2)
neural network optimization
(2)
neural architecture search
(2)
reinforcement learning
(1)
network architecture
(1)
robotic manipulation
(1)
optimal transport
(1)
model robustness
(1)
neural representation
(1)
data augmentation
(1)
question answering
(1)
text generation
(1)
inverse reinforcement learning
(1)
hierarchical planning
(1)
certified robustness
(1)
surface reconstruction
(1)
hierarchical model
(1)
network structure
(1)
3d reconstruction
(1)
model compression
(1)
Papers
Neural Geometry Image-Based Representations with Optimal Transport (OT)
WACV 2026
DeepSieve: Information Sieving via LLM-as-a-Knowledge-Router
EACL 2026
A0: An Affordance-Aware Hierarchical Model for General Robotic Manipulation
ICCV 2025
Procedural Synthesis of Synthesizable Molecules
ICLR 2025
TetSphere Splatting: Representing High-Quality Geometry with Lagrangian Volumetric Meshes
ICLR 2025
Representing Molecules as Random Walks Over Interpretable Grammars
ICML 2024
LLM and Simulation as Bilevel Optimizers: A New Paradigm to Advance Physical Scientific Discovery
ICML 2024
Physically Compatible 3D Object Modeling from a Single Image
NIPS 2024
OpenRT: An Open-source Framework for Reasoning Over Tabular Data
ACL 2023
Hierarchical Grammar-Induced Geometry for Data-Efficient Molecular Property Prediction
ICML 2023
Data-Efficient Graph Grammar Learning for Molecular Generation
ICLR 2022
Towards Evaluating and Training Verifiably Robust Neural Networks
CVPR 2021
When NAS Meets Robustness: In Search of Robust Architectures Against Adversarial Attacks
CVPR 2020
IRLAS: Inverse Reinforcement Learning for Architecture Search
CVPR 2019
AM-LFS: AutoML for Loss Function Search
ICCV 2019
Online Hyper-Parameter Learning for Auto-Augmentation Strategy
ICCV 2019
Dual-Agent Deep Reinforcement Learning for Deformable Face Tracking
ECCV 2018