Xia Li

34 papers · 2018–2025 · 11 conferences · across top CS/AI conferences

Achievements

+11 more ↓

🌍 Conference Polyglot (11) 🏃 Academic Marathon (7) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15)

🌍 Conference Polyglot (11) 🐣 Hot Topic Early Bird 🏃 Academic Marathon (7) 🧬 Topic Evolution 🔥 Unstoppable (8) ⚡ Prolific Year (5) 🚀 Conference Pioneer 💎 Century Club (34) ❓ The Questioner (2) 📈 Trend Setter 🗃️ Keyword Collector (161)

Conferences

AAAI (7) CVPR (7) COLING (4) ICCV (4) NIPS (3) ACL (2) ECCV (2) EMNLP (2) CONLL (1) ICLR (1) IJCAI (1)

Top co-authors

Zhouchen Lin (8) Xiangtai Li (5) Jianlong Wu (4) Yibo Yang (4) Hong Liu (4) Fisher Yu (3) Yuan Chen (3) Guangliang Cheng (3) Yunhai Tong (3) Junyi He (3)

Research topics

Core AI (2) Education (1)

Keywords

semantic segmentation (5) automated essay scoring (4) neural network (4) contrastive learning (4) representation learning (3) graph neural network (2) synthetic datum (2) sentiment polarity (2) 3d vision (2) point cloud (2) instance segmentation (2) grammatical error correction (2) federated learning (2) large language model (2) one-shot learning (2) object detection (2) in-context learning (2) data augmentation (2) linguistic knowledge (2) real error pattern (2)

Papers

One-shot Federated Learning Methods: A Practical Guide IJCAI 2025 Can Machines Understand Composition? Dataset and Benchmark for Photographic Image Composition Embedding and Understanding CVPR 2025 KAES: Multi-aspect Shared Knowledge Finding and Aligning for Cross-prompt Automated Scoring of Essay Traits AAAI 2025 CEAES: Bidirectional Reinforcement Learning Optimization for Consistent and Explainable Essay Assessment ACL 2025 Paraphrase Makes Perfect: Leveraging Expression Paraphrase to Improve Implicit Sentiment Learning COLING 2025 PLAES: Prompt-generalized and Level-aware Learning Framework for Cross-prompt Automated Essay Scoring COLING 2024 Zero-shot Cross-lingual Automated Essay Scoring COLING 2024 Neural Clustering based Visual Representation Learning CVPR 2024 Skeleton-in-Context: Unified Skeleton Sequence Modeling with In-Context Learning CVPR 2024 FedLPA: One-shot Federated Learning with Layer-Wise Posterior Aggregation NIPS 2024 SGFormer: Semantic Graph Transformer for Point Cloud-Based 3D Scene Graph Generation AAAI 2024 A Unified Environmental Network for Pedestrian Trajectory Prediction AAAI 2024 You Only Read Once: Constituency-Oriented Relational Graph Convolutional Network for Multi-Aspect Multi-Sentiment Classification AAAI 2024 Unsupervised Self-Driving Attention Prediction via Uncertainty Mining and Knowledge Embedding ICCV 2023 PMAES: Prompt-mapping Contrastive Learning for Cross-prompt Automated Essay Scoring ACL 2023 Co-Evolution of Pose and Mesh for 3D Human Body Estimation from Video ICCV 2023 Betrayed by Captions: Joint Caption Grounding and Generation for Open Vocabulary Instance Segmentation ICCV 2023 Explore In-Context Learning for 3D Point Cloud Understanding NIPS 2023 Mask Transfiner for High-Quality Instance Segmentation CVPR 2022 Prototypical Cross-Attention Networks for Multiple Object Tracking and Segmentation NIPS 2021 Temporal Pyramid Network for Pedestrian Trajectory Prediction with Multi-Supervision AAAI 2021 Data Augmentation of Incorporating Real Error Patterns and Linguistic Knowledge for Grammatical Error Correction CONLL 2021 Quasi-Dense Similarity Learning for Multiple Object Tracking CVPR 2021 PointFlow: Flowing Semantics Through Points for Aerial Image Segmentation CVPR 2021 Data Augmentation of Incorporating Real Error Patterns and Linguistic Knowledge for Grammatical Error Correction EMNLP 2021 Is Attention Better Than Matrix Decomposition? ICLR 2021 Improving Semantic Segmentation via Decoupled Body and Edge Supervision ECCV 2020 Dynamical System Inspired Adaptive Time Stepping Controller for Residual Network Families AAAI 2020 SOGNet: Scene Overlap Graph Network for Panoptic Segmentation AAAI 2020 COVID-19 Literature Topic-Based Search via Hierarchical NMF EMNLP 2020 Spatial Pyramid Based Graph Reasoning for Semantic Segmentation CVPR 2020 SWAFN: Sentimental Words Aware Fusion Network for Multimodal Sentiment Analysis COLING 2020 Expectation-Maximization Attention Networks for Semantic Segmentation ICCV 2019 Recurrent Squeeze-and-Excitation Context Aggregation Net for Single Image Deraining ECCV 2018