Jia Chen
19 papers · 2020–2026 · 11 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (48) π Conference Polyglot Β· Gold π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Grand Slam
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Renaissance Researcher
(7)
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Prolific Year Β· Productive
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Conference Pioneer
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Century Club Β· Bronze
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Trend Setter
ποΈ
Keyword Collector
(96)
Venues
Top co-authors
Research topics
Deep Learning
(11)
Machine Learning
(11)
Natural Language Processing
(7)
Learning Types Β· Deep Learning
(7)
Artificial Intelligence
(6)
Application Areas
(5)
Applications
(5)
Core AI
(5)
Learning Types Β· Machine Learning
(5)
Computer Vision
(4)
Architectures
(4)
Core Methods
(4)
Generation
(3)
Learning Paradigms
(3)
Resources & Methods
(3)
Keywords
large language model
(6)
message passing
(3)
reinforcement learning
(2)
semantic similarity
(2)
information retrieval
(2)
question answering
(2)
graph neural network
(2)
pre-trained language model
(2)
code generation
(2)
image captioning
(2)
uncertainty quantification
(1)
data augmentation
(1)
label propagation
(1)
knowledge distillation
(1)
video captioning
(1)
game artificial intelligence
(1)
text representation
(1)
graph anomaly detection
(1)
text-to-image generation
(1)
multi-label classification
(1)
Papers
Every Response Counts: Quantifying Uncertainty of LLM-based Multi-Agent Systems through Tensor Decomposition
ACL 2026
Adapting Precomputed Features for Efficient Graph Condensation
ICML 2025
BLADE: Enhancing Black-Box Large Language Models with Small Domain-Specific Models
AAAI 2025
DELTA: Pre-Train a Discriminative Encoder for Legal Case Retrieval via Structural Word Alignment
AAAI 2025
Dialect-SQL: An Adaptive Framework for Bridging the Dialect Gap in Text-to-SQL
EMNLP 2025
ExpertGenQA: Open-ended QA generation in Specialized Domains
EMNLP 2025
Gen-SQL: Efficient Text-to-SQL By Bridging Natural Language Question And Database Schema With Pseudo-Schema
COLING 2025
Holistic White-light Polyp Classification via Alignment-free Dense Distillation of Auxiliary Optical Chromoendoscopy
MICCAI 2025
Multi-Label Node Classification with Label Influence Propagation
ICLR 2025
SelfRACG: Enabling LLMs to Self-Express and Retrieve for Code Generation
EMNLP 2025
Adversarial Attacks on Parts of Speech: An Empirical Study in Text-to-Image Generation
EMNLP 2024
Consistency Training with Learnable Data Augmentation for Graph Anomaly Detection with Limited Supervision
ICLR 2024
Cross-Task Defense: Instruction-Tuning LLMs for Content Safety
NAACL 2024
Partitioning Message Passing for Graph Fraud Detection
ICLR 2024
Wikiformer: Pre-training with Structured Information of Wikipedia for Ad-Hoc Retrieval
AAAI 2024
Language Resource Efficient Learning for Captioning
EMNLP 2021
Better Captioning With Sequence-Level Exploration
CVPR 2020
Overlap Sampler for Region-Based Object Detection
WACV 2020
Towards Playing Full MOBA Games with Deep Reinforcement Learning
NeurIPS 2020