Zhengxing Huang
9 papers · 2022–2026 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (16) 🐣 Hot Topic Early Bird 🔥 Unstoppable · Bronze
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Conference Pioneer
Venues
Top co-authors
Research topics
Machine Learning
(4)
Artificial Intelligence
(3)
Core AI
(3)
Interdisciplinary
(2)
Core Methods
(2)
Learning Types
(2)
Natural Language Processing
(1)
Reinforcement Learning
(1)
Application Areas
(1)
Applications · Natural Language Processing
(1)
Applications · Reinforcement Learning
(1)
Linguistics
(1)
Methods
(1)
Optimization & Theory
(1)
Science
(1)
Keywords
drug discovery
(2)
sequential decision making
(1)
question answering
(1)
task-oriented dialogue
(1)
dialogue state tracking
(1)
reaction prediction
(1)
multimodal large language model
(1)
actor-critic method
(1)
molecular representation
(1)
memory network
(1)
slot filling
(1)
curriculum training
(1)
retrosynthetic planning
(1)
slot value
(1)
report generation
(1)
chemical synthesis
(1)
synthetic chemistry
(1)
goal-driven policy
(1)
chemical rule
(1)
molecule reconstruction
(1)
Papers
anyECG-chat: A Generalist ECG-MLLM for Flexible ECG Input and Multi-Task Understanding
AAAI 2026
DC-Seg: Disentangled Contrastive Learning for Brain Tumor Segmentation with Missing Modalities
MICCAI 2025
Phenotype-Guided Generative Model for High-Fidelity Cardiac MRI Synthesis: Advancing Pretraining and Clinical Applications
MICCAI 2025
Adapting Pre-trained Generative Model to Medical Image for Data Augmentation
MICCAI 2024
Cross-Modality Cardiac Insight Transfer: A Contrastive Learning Approach to Enrich ECG with CMR Features
MICCAI 2024
Physical-priors-guided Aortic Dissection Detection using Non-Contrast-Enhanced CT images
MICCAI 2024
Learning Chemical Rules of Retrosynthesis with Pre-training
AAAI 2023
GRASP: Navigating Retrosynthetic Planning with Goal-driven Policy
NeurIPS 2022
On Tracking Dialogue State by Inheriting Slot Values in Mentioned Slot Pools
IJCAI 2022