Junfeng Tian
14 papers · 2016–2025 · 5 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (41)
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Topic Evolution
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Century Club · Bronze
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Unstoppable · Bronze
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Research topics
Artificial Intelligence
(9)
Deep Learning
(9)
Machine Learning
(9)
Core AI · Artificial Intelligence
(8)
Natural Language Processing
(7)
Applications
(5)
Core Methods
(4)
Learning Types · Deep Learning
(4)
Techniques
(4)
Application Areas
(3)
Learning Types · Machine Learning
(3)
Models
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Computer Vision
(2)
Architectures
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Core AI · Computer Vision
(2)
Keywords
attention mechanism
(4)
pre-trained language model
(2)
multimodal fusion
(2)
language model
(2)
multimodal learning
(2)
neural network
(2)
entity disambiguation
(1)
visual question answering
(1)
transfer learning
(1)
response generation
(1)
image captioning
(1)
document understanding
(1)
text classification
(1)
cross-modal learning
(1)
joint learning
(1)
document summarization
(1)
visual representation
(1)
knowledge base
(1)
ensemble method
(1)
visual grounding
(1)
Papers
P-React: Synthesizing Topic-Adaptive Reactions of Personality Traits via Mixture of Specialized LoRA Experts
ACL 2025
Untie the Knots: An Efficient Data Augmentation Strategy for Long-Context Pre-Training in Language Models
ACL 2025
RethinkingTMSC: An Empirical Study for Target-Oriented Multimodal Sentiment Classification
EMNLP 2023
UReader: Universal OCR-free Visually-situated Language Understanding with Multimodal Large Language Model
EMNLP 2023
mPLUG: Effective and Efficient Vision-Language Learning by Cross-modal Skip-connections
EMNLP 2022
Shifting More Attention to Visual Backbone: Query-Modulated Refinement Networks for End-to-End Visual Grounding
CVPR 2022
WikiDiverse: A Multimodal Entity Linking Dataset with Diversified Contextual Topics and Entity Types
ACL 2022
MinD at SemEval-2021 Task 6: Propaganda Detection using Transfer Learning and Multimodal Fusion
SemEval 2021
Multi-Domain Dialogue Acts and Response Co-Generation
ACL 2020
SentiX: A Sentiment-Aware Pre-Trained Model for Cross-Domain Sentiment Analysis
COLING 2020
Attention Optimization for Abstractive Document Summarization
EMNLP 2019
ECNU at SemEval-2018 Task 12: An End-to-End Attention-based Neural Network for the Argument Reasoning Comprehension Task
SemEval 2018
ECNU at SemEval-2017 Task 1: Leverage Kernel-based Traditional NLP features and Neural Networks to Build a Universal Model for Multilingual and Cross-lingual Semantic Textual Similarity
SemEval 2017
ECNU at SemEval-2016 Task 1: Leveraging Word Embedding From Macro and Micro Views to Boost Performance for Semantic Textual Similarity
SemEval 2016