← Authors

Xiangyu Yue

43 papers · 2018–2026 · 11 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🧭 Keyword Pioneer 🌍 Conference Polyglot (11) πŸƒ Academic Marathon (7) 🐝 Cross-Pollinator (14) 🌈 Renaissance Researcher (6) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (76) πŸ‘₯ Mega-Team (20) πŸ”¬ Deep Specialist (11) πŸ† Grand Slam 🧬 Topic Evolution πŸ”₯ Unstoppable (8) πŸ—ƒοΈ Keyword Collector (191) ⚑ Prolific Year (9) πŸ“ˆ Trend Setter πŸ’Ž Century Club (42)

Conferences

ICCV (15) CVPR (10) ECCV (4) NIPS (4) AAAI (3) ACL (2) CORL (1) ICLR (1) ICML (1) IJCAI (1) WACV (1)

Top co-authors

Yiyuan Zhang (8) Kurt Keutzer (7) Wanli Ouyang (5) Sicheng Zhao (4) Alberto Sangiovanni-Vincentelli (4) Tao Chen (4) Kaixiong Gong (4) Yu Qiao (4) Jing Liu (3) Jiaming Han (3)

Research topics

Applications (1)

Keywords

multimodal learning (8) semantic segmentation (7) diffusion model (5) large language model (5) domain adaptation (4) autonomous driving (4) multimodal large language model (4) semi-supervised learning (3) representation learning (3) vision-language model (3) object detection (3) foundation model (3) neural network (3) multi-task learning (2) image recognition (2) video understanding (2) text-to-image generation (2) point cloud (2) image generation (2) few-shot learning (2)

Papers

SpatialLogic-Bench: A Diagnostic Benchmark for Task-Oriented Spatiotemporal Reasoning AAAI 2026
SynFER: Towards Boosting Facial Expression Recognition with Synthetic Data ICCV 2025
HiddenDetect: Detecting Jailbreak Attacks against Multimodal Large Language Models via Monitoring Hidden States ACL 2025
HypDAE: Hyperbolic Diffusion Autoencoders for Hierarchical Few-shot Image Generation ICCV 2025
Unleashing Vecset Diffusion Model for Fast Shape Generation ICCV 2025
FairGen: Enhancing Fairness in Text-to-Image Diffusion Models via Self-Discovering Latent Directions ICCV 2025
CMT: A Cascade MAR with Topology Predictor for Multimodal Conditional CAD Generation ICCV 2025
Chimera: Improving Generalist Model with Domain-Specific Experts ICCV 2025
From Easy to Hard: Progressive Active Learning Framework for Infrared Small Target Detection with Single Point Supervision ICCV 2025
Divide and Conquer: Grounding LLMs as Efficient Decision-Making Agents via Offline Hierarchical Reinforcement Learning ICML 2025
Unposed Sparse Views Room Layout Reconstruction in the Age of Pretrain Model ICLR 2025
Learning Beyond Still Frames: Scaling Vision-Language Models with Video ICCV 2025
Training Matting Models Without Alpha Labels AAAI 2025
Reflective Planning: Vision-Language Models for Multi-Stage Long-Horizon Robotic Manipulation CORL 2025
UniSTD: Towards Unified Spatio-Temporal Learning across Diverse Disciplines CVPR 2025
SemGeoMo: Dynamic Contextual Human Motion Generation with Semantic and Geometric Guidance CVPR 2025
DiTCtrl: Exploring Attention Control in Multi-Modal Diffusion Transformer for Tuning-Free Multi-Prompt Longer Video Generation CVPR 2025
RAP: Retrieval-Augmented Personalization for Multimodal Large Language Models CVPR 2025
Scaling Omni-modal Pretraining with Multimodal Context: Advancing Universal Representation Learning Across Modalities ICCV 2025
Breaking the Encoder Barrier for Seamless Video-Language Understanding ICCV 2025
Better Regression Makes Better Test-time Adaptive 3D Object Detection ECCV 2024
EMR-Merging: Tuning-Free High-Performance Model Merging NIPS 2024
$\textit{Bifr\"ost}$: 3D-Aware Image Compositing with Language Instructions NIPS 2024
Lumina-Next : Making Lumina-T2X Stronger and Faster with Next-DiT NIPS 2024
Beyond One-Preference-Fits-All Alignment: Multi-Objective Direct Preference Optimization ACL 2024
OneLLM: One Framework to Align All Modalities with Language CVPR 2024
Multimodal Pathway: Improve Transformers with Irrelevant Data from Other Modalities CVPR 2024
UniRepLKNet: A Universal Perception Large-Kernel ConvNet for Audio Video Point Cloud Time-Series and Image Recognition CVPR 2024
Online Vectorized HD Map Construction using Geometry ECCV 2024
Beating Backdoor Attack at Its Own Game ICCV 2023
Preventing Zero-Shot Transfer Degradation in Continual Learning of Vision-Language Models ICCV 2023
Space Engage: Collaborative Space Supervision for Contrastive-Based Semi-Supervised Semantic Segmentation ICCV 2023
Conditional Synthetic Data Generation for Robust Machine Learning Applications with Limited Pandemic Data AAAI 2022
Image2Point: 3D Point-Cloud Understanding with 2D Image Pretrained Models ECCV 2022
RankSeg: Adaptive Pixel Classification with Image Category Ranking for Segmentation ECCV 2022
Self-Supervised Pretraining Improves Self-Supervised Pretraining WACV 2022
Prototypical Cross-Domain Self-Supervised Learning for Few-Shot Unsupervised Domain Adaptation CVPR 2021
Unsupervised Point Cloud Pre-Training via Occlusion Completion ICCV 2021
PolarNet: An Improved Grid Representation for Online LiDAR Point Clouds Semantic Segmentation CVPR 2020
Multi-source Domain Adaptation for Semantic Segmentation NIPS 2019
Domain Randomization and Pyramid Consistency: Simulation-to-Real Generalization Without Accessing Target Domain Data ICCV 2019
Shift: A Zero FLOP, Zero Parameter Alternative to Spatial Convolutions CVPR 2018
Counterexample-Guided Data Augmentation IJCAI 2018