Ju Ren
10 papers · 2020–2026 · 6 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (31) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Renaissance Researcher (7)
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Century Club Β· Bronze
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Research topics
Artificial Intelligence
(6)
Machine Learning
(6)
Core AI
(5)
Deep Learning
(4)
Application Areas
(4)
Reinforcement Learning
(3)
Methods
(3)
Computer Science
(2)
Core Methods
(2)
Learning Types
(2)
Optimization & Theory
(2)
Systems
(2)
Computer Vision
(1)
Data Science & Analytics
(1)
Mathematics & Optimization
(1)
Keywords
imitation learning
(2)
offline reinforcement learning
(1)
early stopping
(1)
visual question answering
(1)
attention mechanism
(1)
chain-of-thought reasoning
(1)
confidence calibration
(1)
video retrieval
(1)
inverse reinforcement learning
(1)
behavior cloning
(1)
covariate shift
(1)
continuous control
(1)
model-based reinforcement learning
(1)
model pruning
(1)
zero-shot learning
(1)
subset selection
(1)
feature interaction
(1)
large multimodal model
(1)
vision-language model
(1)
model compression
(1)
Papers
Bridging Storage and Execution: A Semantic Virtual Bus for On-Demand Application Streaming
NSDI 2026
CoIn: Coverage and Informativeness-Guided Token Reduction for Efficient Large Multimodal Models
CVPR 2026
MSCFL: Model Structure-Aware Clustered Federated Learning for System Heterogeneity and Data Drift
AAAI 2026
ConCISE: Confidence-guided Compression in Step-by-step Efficient Reasoning
EMNLP 2025
ShotVL: Human-Centric Highlight Frame Retrieval via Language Queries
AAAI 2025
How to Leverage Diverse Demonstrations in Offline Imitation Learning
ICML 2024
OLLIE: Imitation Learning from Offline Pretraining to Online Finetuning
ICML 2024
Orthcatter: High-throughput In-band OFDM Backscatter with Over-the-Air Code Division
NSDI 2024
CLARE: Conservative Model-Based Reward Learning for Offline Inverse Reinforcement Learning
ICLR 2023
Attention-over-Attention Field-Aware Factorization Machine
AAAI 2020