Jinjin Tian
6 papers · 2019–2026 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
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Academic Marathon · Sprint
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(19)
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Hot Topic Early Bird
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Research topics
Machine Learning
(5)
Artificial Intelligence
(2)
Deep Learning
(2)
Natural Language Processing
(2)
Core AI
(2)
Core Methods
(2)
Learning Types · Machine Learning
(2)
Optimization & Theory
(2)
Resources & Methods
(2)
Mathematics & Optimization
(1)
Applications
(1)
Learning Types · Deep Learning
(1)
Mathematics
(1)
Models
(1)
Optimization
(1)
Keywords
unsupervised learning
(1)
representation learning
(1)
feature learning
(1)
false discovery rate
(1)
k-means clustering
(1)
question answering
(1)
feature embedding
(1)
hypothesis testing
(1)
thompson sampling
(1)
generalization
(1)
online algorithm
(1)
adaptive algorithm
(1)
retrieval-augmented generation
(1)
instruction optimization
(1)
a/b testing
(1)
user personalization
(1)
open-domain question answering
(1)
context compression
(1)
query generation
(1)
attention pattern
(1)
Papers
Attn-GS: Attention-Guided Context Compression for Efficient Personalized LLMs
ACL 2026
Learning to Instruct: Fine-Tuning a Task-Aware Instruction Optimizer for Black-Box LLMs
EMNLP 2025
BlendFilter: Advancing Retrieval-Augmented Large Language Models via Query Generation Blending and Knowledge Filtering
EMNLP 2024
LCA-on-the-Line: Benchmarking Out of Distribution Generalization with Class Taxonomies
ICML 2024
Contrasting the landscape of contrastive and non-contrastive learning
AISTATS 2022
ADDIS: an adaptive discarding algorithm for online FDR control with conservative nulls
NeurIPS 2019