Tianyi Bai
7 papers · 2025–2026 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (26) ⭐ Rising Star (7) ❓ The Questioner
⚡
Prolific Year · Productive
Top co-authors
Research topics
Artificial Intelligence
(6)
Core AI · Artificial Intelligence
(5)
Deep Learning
(4)
Machine Learning
(4)
Natural Language Processing
(4)
Application Areas
(3)
Learning Types
(3)
Resources & Methods
(3)
Computer Vision
(2)
Computer Science
(1)
Analysis
(1)
Applications · Computer Science
(1)
Applications · Natural Language Processing
(1)
Core AI · Computer Vision
(1)
Core Methods
(1)
Keywords
large multimodal model
(2)
data selection
(2)
language model
(2)
anomaly detection
(1)
scene understanding
(1)
code completion
(1)
autoregressive generation
(1)
multimodal learning
(1)
instruction tuning
(1)
multi-view learning
(1)
reward design
(1)
model convergence
(1)
text-to-3d generation
(1)
data efficiency
(1)
human preference
(1)
data clustering
(1)
urban environment
(1)
quality assessment
(1)
natural language explanation
(1)
multi-dimensional evaluation
(1)
Papers
Are We Ready for RL in Text-to-3D Generation? A Progressive Investigation
CVPR 2026
From Completion to Editing: Unlocking Context-Aware Code Infilling via Search-and-Replace Instruction Tuning
ACL 2026
Efficient Pretraining Data Selection for Language Models via Multi-Actor Collaboration
ACL 2025
Harnessing Diversity for Important Data Selection in Pretraining Large Language Models
ICLR 2025
LOKI: A Comprehensive Synthetic Data Detection Benchmark using Large Multimodal Models
ICLR 2025
Meta-rater: A Multi-dimensional Data Selection Method for Pre-training Language Models
ACL 2025
UrBench: A Comprehensive Benchmark for Evaluating Large Multimodal Models in Multi-View Urban Scenarios
AAAI 2025