Jielin Qiu
12 papers · 2022–2025 · 9 venues · across top CS/AI venues
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π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (32) π Conference Polyglot Β· Silver π Renaissance Researcher (5) π Century Club Β· Bronze
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Machine Learning
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Natural Language Processing
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multimodal learning
(5)
large language model
(2)
wasserstein distance
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video summarization
(2)
optimal transport
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data augmentation
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multimodal summarization
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zero-shot learning
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reinforcement learning
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transformer architecture
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transfer learning
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domain adaptation
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sentiment analysis
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video segmentation
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imitation learning
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visual observation
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contrastive learning
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adversarial robustness
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model robustness
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visual question answering
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Papers
MCPEval: Automatic MCP-based Deep Evaluation for AI Agent Models
EMNLP 2025
Embodied Executable Policy Learning with Language-based Scene Summarization
NAACL 2024
MMSum: A Dataset for Multimodal Summarization and Thumbnail Generation of Videos
CVPR 2024
SnapNTell: Enhancing Entity-Centric Visual Question Answering with Retrieval Augmented Multimodal LLM
EMNLP 2024
Align and Attend: Multimodal Summarization With Dual Contrastive Losses
CVPR 2023
Can Brain Signals Reveal Inner Alignment with Human Languages?
EMNLP 2023
Group Distributionally Robust Reinforcement Learning with Hierarchical Latent Variables
AISTATS 2023
Interpolation for Robust Learning: Data Augmentation on Wasserstein Geodesics
ICML 2023
LiveSeg: Unsupervised Multimodal Temporal Segmentation of Long Livestream Videos
WACV 2023
SCCS: Semantics-Consistent Cross-domain Summarization via Optimal Transport Alignment
ACL 2023
Transfer Knowledge from Natural Language to Electrocardiography: Can We Detect Cardiovascular Disease Through Language Models?
EACL 2023
GeoECG: Data Augmentation via Wasserstein Geodesic Perturbation for Robust Electrocardiogram Prediction
MLHC 2022