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Ran Xu

46 papers · 2014–2026 · 13 conferences · across top CS/AI conferences

Achievements

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+12 more ↓ 🌍 Conference Polyglot (13) πŸƒ Academic Marathon (11) πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (5)
🐝 Cross-Pollinator (5) 🌈 Renaissance Researcher (11) πŸ—ΊοΈ Taxonomy Completionist (96) 🧬 Topic Evolution πŸ‘‘ Triple Crown πŸ‘₯ Mega-Team (71) 🀝 Dynamic Duo (21) πŸ† Grand Slam πŸ”₯ Unstoppable (5) πŸ—ƒοΈ Keyword Collector (198) ⚑ Prolific Year (9) πŸ’Ž Century Club (44)

Conferences

CVPR (10) ACL (8) ECCV (5) EMNLP (5) ICCV (5) AAAI (4) NIPS (3) COLING (1) ICLR (1) ICML (1) IJCAI (1) NAACL (1) WACV (1)

Papers

OpenRubrics: Towards Scalable Synthetic Rubric Generation for Reward Modeling and LLM Alignment ACL 2026 Decomposing the Neurons: Activation Sparsity via Mixture of Experts for Continual Test Time Adaptation AAAI 2026 RoseRAG: Robust Retrieval-augmented Generation with Small-scale LLMs via Margin-aware Preference Optimization ACL 2025 Trust but Verify: Programmatic VLM Evaluation in the Wild ICCV 2025 Contra4: Evaluating Contrastive Cross-Modal Reasoning in Audio, Video, Image, and 3D EMNLP 2025 SimRAG: Self-Improving Retrieval-Augmented Generation for Adapting Large Language Models to Specialized Domains NAACL 2025 Structured Policy Optimization: Enhance Large Vision-Language Model via Self-referenced Dialogue ICCV 2025 Towards Scalable Spatial Intelligence via 2D-to-3D Data Lifting ICCV 2025 Retrieval-augmented GUI Agents with Generative Guidelines EMNLP 2025 Text2Data: Low-Resource Data Generation with Textual Control AAAI 2025 Position: TrustLLM: Trustworthiness in Large Language Models ICML 2024 MINT-1T: Scaling Open-Source Multimodal Data by 10x: A Multimodal Dataset with One Trillion Tokens NIPS 2024 FOFO: A Benchmark to Evaluate LLMs’ Format-Following Capability ACL 2024 MapGPT: Map-Guided Prompting with Adaptive Path Planning for Vision-and-Language Navigation ACL 2024 RAM-EHR: Retrieval Augmentation Meets Clinical Predictions on Electronic Health Records ACL 2024 Knowledge-Infused Prompting: Assessing and Advancing Clinical Text Data Generation with Large Language Models ACL 2024 ULIP-2: Towards Scalable Multimodal Pre-training for 3D Understanding CVPR 2024 Continual-MAE: Adaptive Distribution Masked Autoencoders for Continual Test-Time Adaptation CVPR 2024 HIVE: Harnessing Human Feedback for Instructional Visual Editing CVPR 2024 SQ-LLaVA: Self-Questioning for Large Vision-Language Assistant ECCV 2024 LayoutDETR: Detection Transformer Is a Good Multimodal Layout Designer ECCV 2024 "X-InstructBLIP: A Framework for Aligning Image, 3D, Audio, Video to LLMs and its Emergent Cross-modal Reasoning" ECCV 2024 BMRetriever: Tuning Large Language Models as Better Biomedical Text Retrievers EMNLP 2024 MedAdapter: Efficient Test-Time Adaptation of Large Language Models Towards Medical Reasoning EMNLP 2024 EHRAgent: Code Empowers Large Language Models for Few-shot Complex Tabular Reasoning on Electronic Health Records EMNLP 2024 Retroformer: Retrospective Large Language Agents with Policy Gradient Optimization ICLR 2024 GlueGen: Plug and Play Multi-modal Encoders for X-to-image Generation ICCV 2023 ULIP: Learning a Unified Representation of Language, Images, and Point Clouds for 3D Understanding CVPR 2023 Open Visual Knowledge Extraction via Relation-Oriented Multimodality Model Prompting NIPS 2023 Neighborhood-Regularized Self-Training for Learning with Few Labels AAAI 2023 UniControl: A Unified Diffusion Model for Controllable Visual Generation In the Wild NIPS 2023 Tackling Data Heterogeneity in Federated Learning with Class Prototypes AAAI 2023 Cold-Start Data Selection for Better Few-shot Language Model Fine-tuning: A Prompt-based Uncertainty Propagation Approach ACL 2023 Mask-Free OVIS: Open-Vocabulary Instance Segmentation Without Manual Mask Annotations CVPR 2023 Deformer: Dynamic Fusion Transformer for Robust Hand Pose Estimation ICCV 2023 Burn after Reading: Online Adaptation for Cross-Domain Streaming Data ECCV 2022 Visual Emotion Representation Learning via Emotion-Aware Pre-training IJCAI 2022 SmartAdapt: Multi-Branch Object Detection Framework for Videos on Mobiles CVPR 2022 Use All the Labels: A Hierarchical Multi-Label Contrastive Learning Framework CVPR 2022 DocQueryNet: Value Retrieval with Arbitrary Queries for Form-like Documents COLING 2022 Field Extraction from Forms with Unlabeled Data ACL 2022 Open Vocabulary Object Detection with Pseudo Bounding-Box Labels ECCV 2022 WOAD: Weakly Supervised Online Action Detection in Untrimmed Videos CVPR 2021 Proposal Learning for Semi-Supervised Object Detection WACV 2021 Human Action Segmentation With Hierarchical Supervoxel Consistency CVPR 2015 Actionness Ranking with Lattice Conditional Ordinal Random Fields CVPR 2014