Tao Ren
12 papers · 2021–2026 · 8 venues · across top CS/AI venues
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Achievements
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π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (29) π Conference Polyglot Β· Silver ποΈ Keyword Collector (55)
β‘
Prolific Year Β· Productive
π
Renaissance Researcher
(6)
π
Century Club Β· Bronze
Top co-authors
Research topics
Artificial Intelligence
(9)
Machine Learning
(9)
Core AI
(9)
Deep Learning
(7)
Application Areas
(6)
Architectures
(4)
Core Methods
(4)
Learning Types Β· Machine Learning
(2)
Learning Types Β· Deep Learning
(2)
Models
(2)
Computer Science
(1)
Computer Vision
(1)
Knowledge & Reasoning
(1)
Natural Language Processing
(1)
Reinforcement Learning
(1)
Keywords
large language model
(3)
contrastive learning
(3)
representation learning
(3)
knowledge graph
(2)
multimodal learning
(2)
domain adaptation
(2)
multi-task learning
(1)
embedding learning
(1)
vision transformer
(1)
knowledge extraction
(1)
object detection
(1)
time series anomaly detection
(1)
text editing
(1)
text generation
(1)
adversarial learning
(1)
distributed inference
(1)
time series forecasting
(1)
instruction following
(1)
image generation
(1)
zero-shot learning
(1)
Papers
DoKnowAD: Calibrating Normal Representations with Refined Domain Knowledge to Enhance Time Series Anomaly Detection
AAAI 2026
EdgeFormer: Latency-Aware Collaborative Multi-Head Attention of Transformer Inference in Edge Networks
ACL 2026
FairGC: Fostering Individual and Group Fairness for Deep Graph Clustering
AAAI 2026
From Scene to Object: Enhancing Open-Vocabulary Object Detection via Foreground-Background Context Reasoning
AAAI 2026
Many Minds, One Path: LLM-Augmented Consensus Decision for Distributed Control in Multi-Agent Collaborative Stable Scenarios
AAAI 2026
Benefit From Seen: Enhancing Open-Vocabulary Object Detection by Bridging Visual and Textual Co-Occurrence Knowledge
ICCV 2025
Bridging the Editing Gap in LLMs: FineEdit for Precise and Targeted Text Modifications
EMNLP 2025
CateEA: Enhancing Entity Alignment via Implicit Category Supervision
COLING 2025
FLOPS: Forward Learning with OPtimal Sampling
ICLR 2025
LEAF: Large Language Diffusion Model for Time Series Forecasting
EMNLP 2025
Let Modalities Teach Each Other: Modal-Collaborative Knowledge Extraction and Fusion for Multimodal Knowledge Graph Completion
NAACL 2025
ArtCoder: An End-to-End Method for Generating Scanning-Robust Stylized QR Codes
CVPR 2021