Xiantao Cai
9 papers · 2024–2026 · 3 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (24) 🌍 Conference Polyglot · Bronze 🗃️ Keyword Collector (52)
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The Questioner
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Prolific Year · Productive
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Renaissance Researcher
(5)
Top co-authors
Research topics
Artificial Intelligence
(6)
Machine Learning
(6)
Deep Learning
(5)
Core AI
(5)
Learning Types · Machine Learning
(3)
Computer Vision
(2)
Natural Language Processing
(2)
Architectures
(2)
Core Methods
(2)
Learning Paradigms
(2)
Learning Types · Deep Learning
(2)
Models
(2)
Resources & Methods
(2)
Healthcare & Medicine
(1)
Security & Privacy
(1)
Keywords
multimodal learning
(3)
large language model
(2)
zero-shot learning
(1)
image generation
(1)
model security
(1)
transfer learning
(1)
open-vocabulary detection
(1)
hand action recognition
(1)
in-context learning
(1)
question answering
(1)
chain-of-thought reasoning
(1)
domain adaptation
(1)
visual reasoning
(1)
geometric deep learning
(1)
benchmark evaluation
(1)
fine-grained detection
(1)
diffusion process
(1)
compound-protein interaction
(1)
protein sequence
(1)
contrastive learning
(1)
Papers
Can Molecular Evolution Mechanism Enhance Molecular Representation?
AAAI 2026
Sequence-Free for Compound Protein Interaction Prediction
AAAI 2026
A Dual Stream Visual Tokenizer for LLM Image Generation
IJCAI 2025
Antibody Design and Optimization with Multi-scale Equivariant Graph Diffusion Models for Accurate Complex Antigen Binding
IJCAI 2025
ELBA-Bench: An Efficient Learning Backdoor Attacks Benchmark for Large Language Models
ACL 2025
KaFT: Knowledge-aware Fine-tuning for Boosting LLMs’ Domain-specific Question-Answering Performance
ACL 2025
Open-Vocabulary Fine-Grained Hand Action Detection
IJCAI 2025
Multi-Modal Latent Space Learning for Chain-of-Thought Reasoning in Language Models
AAAI 2024
Zero-shot Learning for Preclinical Drug Screening
IJCAI 2024