Zhiyang He
9 papers · 2016–2026 · 5 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (20) π£ Hot Topic Early Bird
β
The Questioner
π
Conference Pioneer
π
Renaissance Researcher
(5)
Top co-authors
Research topics
Artificial Intelligence
(4)
Core AI
(4)
Computer Vision
(2)
Deep Learning
(2)
Healthcare & Medicine
(2)
Machine Learning
(2)
Natural Language Processing
(2)
Clinical
(2)
Domain-Specific
(2)
Learning Paradigms
(2)
Learning Types
(2)
Robotics
(1)
Applications Β· Natural Language Processing
(1)
Applications Β· Robotics
(1)
Architectures
(1)
Keywords
large language model
(2)
zero-shot learning
(1)
sim-to-real transfer
(1)
domain adaptation
(1)
medical imaging
(1)
explainable ai
(1)
dialogue state tracking
(1)
medical image classification
(1)
target distribution
(1)
cross-modal alignment
(1)
embodied agent
(1)
visual encoder
(1)
multi-layer feature
(1)
knowledge boundaries
(1)
concept bottleneck model
(1)
spoken dialogue system
(1)
medical language model
(1)
virtual environment
(1)
medical ai
(1)
embodied perception
(1)
Papers
ProMedical: Hierarchical Fine-Grained Criteria Modeling for Medical LLM Alignment via Explicit Injection
ACL 2026
MVP-CBM: Multi-layer Visual Preference-enhanced Concept Bottleneck Model for Explainable Medical Image Classification
IJCAI 2025
Pre-Trained LLM is a Semantic-Aware and Generalizable Segmentation Booster
MICCAI 2025
Should I Believe in What Medical AI Says? A Chinese Benchmark for Medication Based on Knowledge and Reasoning
ACL 2025
SimCroP: Radiograph Representation Learning with Similarity-driven Cross-granularity Pre-training
MICCAI 2025
CARZero: Cross-Attention Alignment for Radiology Zero-Shot Classification
CVPR 2024
Gibson Env: Real-World Perception for Embodied Agents
CVPR 2018
Hidden Softmax Sequence Model for Dialogue Structure Analysis
ACL 2016
Target-Based State and Tracking Algorithm for Spoken Dialogue System
Interspeech 2016