Kai Tian
10 papers · 2019–2025 · 6 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (31)
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Century Club Β· Bronze
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Conference Pioneer
ποΈ
Keyword Collector
(53)
Top co-authors
Research topics
Machine Learning
(7)
Artificial Intelligence
(6)
Deep Learning
(6)
Core AI
(6)
Learning Types Β· Machine Learning
(4)
Architectures
(3)
Learning Types Β· Deep Learning
(3)
Computer Vision
(2)
Natural Language Processing
(2)
Core Methods
(2)
Optimization & Theory
(2)
Reinforcement Learning
(1)
Analysis
(1)
Application Areas
(1)
Applications
(1)
Keywords
large language model
(2)
adversarial robustness
(1)
language model alignment
(1)
variational inference
(1)
anomaly detection
(1)
video generation
(1)
attention mechanism
(1)
question answering
(1)
chain-of-thought reasoning
(1)
preference optimization
(1)
code generation
(1)
policy learning
(1)
video understanding
(1)
adversarial training
(1)
image generation
(1)
deep learning
(1)
neural network optimization
(1)
label smoothing
(1)
reinforcement learning from human feedback
(1)
reinforcement learning
(1)
Papers
AdsQA: Towards Advertisement Video Understanding
ICCV 2025
Intuitive Fine-Tuning: Towards Simplifying Alignment into a Single Process
ACL 2025
ReviewRL: Towards Automated Scientific Review with RL
EMNLP 2025
Scalability of LLM-Based Multi-Agent Systems for Scientific Code Generation: A Preliminary Study
EMNLP 2025
Exploring Adversarial Robustness of Deep State Space Models
NeurIPS 2024
GIF Thumbnails: Attract More Clicks to Your Videos
AAAI 2021
Network as Regularization for Training Deep Neural Networks: Framework, Model and Performance
AAAI 2020
Learning Competitive and Discriminative Reconstructions for Anomaly Detection
AAAI 2019
Non-Local ConvLSTM for Video Compression Artifact Reduction
ICCV 2019
Versatile Multiple Choice Learning and Its Application to Vision Computing
CVPR 2019