Jinxiang Lai

6 papers · 2022–2025 · 5 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (14)

Venues

AAAI (2) ECCV (1) EMNLP (1) IJCAI (1) NeurIPS (1)

Top co-authors

Chengjie Wang (5) Jun Liu (5) Bin-Bin Gao (5) Wenlong Wu (4) Siqian Yang (3) Zhongyi Huang (2) GUANNAN JIANG (2) Yi Zeng (2) Xiaochen Chen (2) Xi Wang (2)

Research topics

Artificial Intelligence (4) Deep Learning (4) Machine Learning (3) Learning Paradigms (3) Learning Types · Machine Learning (3) Computer Vision (2) Analysis (2) Architectures (2) Learning Types · Deep Learning (2) Core AI (1) Core Methods (1) Processing (1)

Keywords

few-shot learning (3) novel class (2) transfer learning (1) object detection (1) attention mechanism (1) instance segmentation (1) out-of-distribution generalization (1) patch-based learning (1) clustered-patch connection (1) image matching (1) collaborative learning (1) semantic similarity (1) vision-language model (1) attention module (1) adapter tuning (1) few-shot object detection (1) few-shot classification (1) patch feature (1) semantic mismatch (1) graph neural network (1)

Papers

HomoGraphAdapter: A Homogeneous Graph Neural Network as an Effective Adapter for Vision-Language Models EMNLP 2025 MatchDet: A Collaborative Framework for Image Matching and Object Detection AAAI 2024 Clustered-patch Element Connection for Few-shot Learning IJCAI 2023 SpatialFormer: Semantic and Target Aware Attentions for Few-Shot Learning AAAI 2023 Decoupling Classifier for Boosting Few-shot Object Detection and Instance Segmentation NeurIPS 2022 tSF: Transformer-Based Semantic Filter for Few-Shot Learning ECCV 2022