Yuan Li

NTSFormer: A Self-Teaching Graph Transformer for Multimodal Isolated Cold-Start Node Classification AAAI 2026 Efficient KL Divergence Estimation via Truncated Top-K Integration for Large Language Models ACL 2026 MAGIC: Deep Geometric Evolution with Structural Consensus for Temporal Knowledge Graph Reasoning ACL 2026 Echoless Label-Based Pre-computation for Memory-Efficient Heterogeneous Graph Learning AAAI 2026 DGP: A Dual-Granularity Prompting Framework for Fraud Detection with Graph-Enhanced LLMs AAAI 2026 FUSE: Fine-Grained and Semantic-Aware Learning for Unified Image Understanding and Generation AAAI 2026 Data Mixing Optimization for Supervised Fine-Tuning of Large Language Models ICML 2025 GPU Accelerated Modeling of Cortical Radial and Tangential Connectivity Changes in Neurodegeneration MICCAI 2025 Self-adaptive Vision-Language Model for 3D Segmentation of Pulmonary Artery and Vein MICCAI 2025 SIGraph: Saliency Image-Graph Network for Retinal Disease Classification in Fundus Image AAAI 2025 Deep Evidential Hashing for Trustworthy Cross-Modal Retrieval AAAI 2025 CADDreamer: CAD Object Generation from Single-view Images CVPR 2025 IM-Portrait: Learning 3D-aware Video Diffusion for Photorealistic Talking Heads from Monocular VideosC CVPR 2025 VehicleWorld: A Highly Integrated Multi-Device Environment for Intelligent Vehicle Interaction EMNLP 2025 R3-RAG: Learning Step-by-Step Reasoning and Retrieval for LLMs via Reinforcement Learning EMNLP 2025 VLABench: A Large-Scale Benchmark for Language-Conditioned Robotics Manipulation with Long-Horizon Reasoning Tasks ICCV 2025 CityAnchor: City-scale 3D Visual Grounding with Multi-modality LLMs ICLR 2025 Adapting Precomputed Features for Efficient Graph Condensation ICML 2025 EgoPrivacy: What Your First-Person Camera Says About You? ICML 2025 DALDet: Depth-Aware Learning Based Object Detection for Autonomous Driving AAAI 2024 Neural Gaffer: Relighting Any Object via Diffusion NIPS 2024 Surface-based and Shape-informed U-fiber Atlasing for Robust Superficial White Matter Connectivity Analysis MICCAI 2024 CryptoTrade: A Reflective LLM-based Agent to Guide Zero-shot Cryptocurrency Trading EMNLP 2024 1+1>2: Can Large Language Models Serve as Cross-Lingual Knowledge Aggregators? EMNLP 2024 MetaTool Benchmark for Large Language Models: Deciding Whether to Use Tools and Which to Use ICLR 2024 Position: TrustLLM: Trustworthiness in Large Language Models ICML 2024 Principles from Clinical Research for NLP Model Generalization NAACL 2024 SVDTree: Semantic Voxel Diffusion for Single Image Tree Reconstruction CVPR 2024 GeneAvatar: Generic Expression-Aware Volumetric Head Avatar Editing from a Single Image CVPR 2024 DMR: Decomposed Multi-Modality Representations for Frames and Events Fusion in Visual Reinforcement Learning CVPR 2024 ClimateNeRF: Extreme Weather Synthesis in Neural Radiance Field ICCV 2023 Effects of Human Adversarial and Affable Samples on BERT Generalization EMNLP 2023 Heterogeneous Skill Learning for Multi-agent Tasks NIPS 2022 SatFormer: Saliency-Guided Abnormality-Aware Transformer for Retinal Disease Classification in Fundus Image IJCAI 2022 TransBoost: A Boosting-Tree Kernel Transfer Learning Algorithm for Improving Financial Inclusion AAAI 2022 A Unified Diversity Measure for Multiagent Reinforcement Learning NIPS 2022 Stacked Homography Transformations for Multi-View Pedestrian Detection ICCV 2021 Robust Knowledge Transfer via Hybrid Forward on the Teacher-Student Model AAAI 2021 FasterSeg: Searching for Faster Real-time Semantic Segmentation ICLR 2020 AutoSync: Learning to Synchronize for Data-Parallel Distributed Deep Learning NIPS 2020 Complementary Auxiliary Classifiers for Label-Conditional Text Generation AAAI 2020 Densely Connected Search Space for More Flexible Neural Architecture Search CVPR 2020 Temporal-Context Enhanced Detection of Heavily Occluded Pedestrians CVPR 2020 Optimus: Organizing Sentences via Pre-trained Modeling of a Latent Space EMNLP 2020 Fast Neural Network Adaptation via Parameter Remapping and Architecture Search ICLR 2020 Exploiting Worker Correlation for Label Aggregation in Crowdsourcing ICML 2019 Massively Multilingual Transfer for NER ACL 2019 Hybrid Retrieval-Generation Reinforced Agent for Medical Image Report Generation NIPS 2018 Automatic Spatially-Aware Fashion Concept Discovery ICCV 2017 Learning how to Active Learn: A Deep Reinforcement Learning Approach EMNLP 2017