Xiangru Jian
5 papers · 2023–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Cross-Pollinator (15) π Renaissance Researcher (5) π Conference Polyglot (4) πΊοΈ Taxonomy Completionist (10)
π§
Keyword Pioneer
π₯
Mega-Team
(39)
Conferences
EMNLP (2)
ICLR (1)
ICML (1)
NAACL (1)
Top co-authors
Keywords
cross-modal retrieval
(2)
representation learning
(2)
data augmentation
(1)
multimodal learning
(1)
foundation model
(1)
graph convolution
(1)
video-text retrieval
(1)
hubness problem
(1)
text-image retrieval
(1)
large language model
(1)
representation degeneration
(1)
similarity normalization
(1)
hubness mitigation
(1)
dual bank normalization
(1)
query gallery bank
(1)
textual paraphrasing
(1)
query bank
(1)
metric learning
(1)
Papers
BigDocs: An Open Dataset for Training Multimodal Models on Document and Code Tasks
ICLR 2025
UI-Vision: A Desktop-centric GUI Benchmark for Visual Perception and Interaction
ICML 2025
DREAM: Improving Video-Text Retrieval Through Relevance-Based Augmentation Using Large Foundation Models
NAACL 2025
Balance Act: Mitigating Hubness in Cross-Modal Retrieval with Query and Gallery Banks
EMNLP 2023
InvGC: Robust Cross-Modal Retrieval by Inverse Graph Convolution
EMNLP 2023