Mi Tian
8 papers · 2020–2025 · 5 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Bronze π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver πΊοΈ Taxonomy Completionist (25) π£ Hot Topic Early Bird
π
Keyword Champion
(2)
π
Renaissance Researcher
(5)
β‘
Prolific Year Β· Productive
β
The Questioner
Venues
Top co-authors
Research topics
Artificial Intelligence
(6)
Deep Learning
(5)
Core AI
(5)
Machine Learning
(4)
Optimization & Theory
(3)
Interdisciplinary
(2)
Natural Language Processing
(2)
Application Areas
(2)
Core Methods
(2)
Learning Types
(2)
Social
(2)
Techniques
(2)
Computer Vision
(1)
Reinforcement Learning
(1)
Applications
(1)
Keywords
large language model
(3)
knowledge tracing
(2)
causal convolution
(2)
attention mechanism
(2)
temporal modeling
(2)
mathematical reasoning
(2)
memory efficiency
(1)
monte carlo tree search
(1)
preference alignment
(1)
u-net architecture
(1)
multimodal reasoning
(1)
convolutional neural network
(1)
continued pretraining
(1)
zeroth-order optimization
(1)
language generation
(1)
gradient estimation
(1)
process supervision
(1)
length generalization
(1)
supervised fine-tuning
(1)
geometry problem solving
(1)
Papers
Advancing Mathematical Reasoning in Language Models: The Impact of Problem-Solving Data, Data Synthesis Methods, and Training Stages
ICLR 2025
Cognitive Fluctuations Enhanced Attention Network for Knowledge Tracing
AAAI 2025
Pi-GPS: Enhancing Geometry Problem Solving by Unleashing the Power of Diagrammatic Information
ICCV 2025
Rethinking and Improving Student Learning and Forgetting Processes for Attention based Knowledge Tracing Models
AAAI 2025
Sequential Fusion of Text-close and Text-far Representations for Multimodal Sentiment Analysis
COLING 2025
What Are Step-Level Reward Models Rewarding? Counterintuitive Findings from MCTS-Boosted Mathematical Reasoning
AAAI 2025
Zeroth-Order Fine-Tuning of LLMs in Random Subspaces
ICCV 2025
Seq-U-Net: A One-Dimensional Causal U-Net for Efficient Sequence Modelling
IJCAI 2020