Shilin Zhang
11 papers · 2024–2026 · 5 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (26) 🗃️ Keyword Collector (55)
💎
Century Club · Bronze
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The Questioner
⚡
Prolific Year · Productive
Top co-authors
Research topics
Machine Learning
(8)
Learning Types · Machine Learning
(6)
Deep Learning
(5)
Artificial Intelligence
(4)
Core AI
(4)
Computer Vision
(2)
Natural Language Processing
(2)
Application Areas
(2)
Architectures
(2)
Models
(2)
Knowledge & Reasoning
(1)
Applications
(1)
Core Methods
(1)
Domain-Specific
(1)
Learning Types · Deep Learning
(1)
Keywords
model compression
(2)
large language model
(2)
spatial transcriptomics
(2)
contrastive learning
(2)
text classification
(1)
logical reasoning
(1)
representation learning
(1)
foundation model
(1)
machine-generated text detection
(1)
knowledge representation
(1)
multimodal learning
(1)
gene expression
(1)
feature space
(1)
function decomposition
(1)
variational autoencoder
(1)
knowledge distillation
(1)
cell segmentation
(1)
graph transformer
(1)
diffusion model
(1)
self-supervised learning
(1)
Papers
GATCL: An Adaptive Contrastive Learning Framework Based on MHGAT for Spatial Domain Identification in Spatial Transcriptomics
AAAI 2026
SAMGTD: Spatial-Aware Masked Graph Transformer-Diffusion Model for Enhanced Cell Type Deconvolution in Spatial Transcriptomics
AAAI 2026
SSL-CST: Cell Segmentation for Single-Cell Spatial Transcriptome Based on Self-Supervised Learning
AAAI 2026
CSF-GAN: Cross-modal Semantic Fusion-based Generative Adversarial Network for Text-guided Image Inpainting
IJCAI 2025
Higher-order Logical Knowledge Representation Learning
IJCAI 2025
Logic Distillation: Learning from Code Function by Function for Decision-making Tasks
IJCAI 2025
MASTER: A Multi-granularity Invariant Structure Clustering Scheme for Multi-view Clustering
IJCAI 2025
POMP: Pathology-omics Multimodal Pre-training Framework for Cancer Survival Prediction
IJCAI 2025
LLM-as-a-Coauthor: Can Mixed Human-Written and Machine-Generated Text Be Detected?
NAACL 2024
MLLM-as-a-Judge: Assessing Multimodal LLM-as-a-Judge with Vision-Language Benchmark
ICML 2024
PyramidInfer: Pyramid KV Cache Compression for High-throughput LLM Inference
ACL 2024