Jiajun Shen
16 papers · 2019–2025 · 10 venues · across top CS/AI venues
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machine translation
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sequence generation
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transfer learning
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semi-supervised learning
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false discovery rate
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contrastive learning
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domain adaptation
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image restoration
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ensemble learning
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self-supervised learning
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attention mechanism
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feature alignment
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question answering
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neural machine translation
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text summarization
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video understanding
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video restoration
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visual representation
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federated learning
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Papers
CiteLab: Developing and Diagnosing LLM Citation Generation Workflows via the Human-LLM Interaction
ACL 2025
HGEN: Heterogeneous Graph Ensemble Networks
IJCAI 2025
Transparentize the Internal and External Knowledge Utilization in LLMs with Trustworthy Citation
ACL 2025
A Simple Recipe for Contrastively Pre-training Video-First Encoders Beyond 16 Frames
CVPR 2024
Adaptive Uncertainty Estimation via High-Dimensional Testing on Latent Representations
NeurIPS 2023
L-DAWA: Layer-wise Divergence Aware Weight Aggregation in Federated Self-Supervised Visual Representation Learning
ICCV 2023
Nevis'22: A Stream of 100 Tasks Sampled from 30 Years of Computer Vision Research
JMLR 2023
Abandoning the Bayer-Filter To See in the Dark
CVPR 2022
Federated Self-Supervised Learning for Video Understanding
ECCV 2022
Recurring the Transformer for Video Action Recognition
CVPR 2022
Towards Efficient and Scale-Robust Ultra-High-Definition Image Demoiréing
ECCV 2022
Video Demoireing With Relation-Based Temporal Consistency
CVPR 2022
The Source-Target Domain Mismatch Problem in Machine Translation
EACL 2021
Watch Only Once: An End-to-End Video Action Detection Framework
ICCV 2021
Revisiting Self-Training for Neural Sequence Generation
ICLR 2020
Facebook AI’s WAT19 Myanmar-English Translation Task Submission
EMNLP 2019