Xiao Yang

59 papers · 2017–2026 · 14 conferences · across top CS/AI conferences

Achievements

🧭 Keyword Pioneer 🌍 Conference Polyglot (14) 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (12) 🏃 Academic Marathon (8) 🌈 Renaissance Researcher (5) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (15) 🏆 Grand Slam 👑 Triple Crown 🤝 Dynamic Duo (22) 👥 Mega-Team (27) 🔬 Deep Specialist (13) 🧬 Topic Evolution ❓ The Questioner ⚡ Prolific Year (15) 🗃️ Keyword Collector (254) 📈 Trend Setter 💎 Century Club (56) 🚀 Conference Pioneer 🔥 Unstoppable (9)

Conferences

CVPR (12) NIPS (9) AAAI (7) ICLR (6) ICML (5) ECCV (3) EMNLP (3) ICCV (3) IJCAI (3) NAACL (3) WACV (2) AISTATS (1) MICCAI (1) PGM (1)

Top co-authors

Jun Zhu (22) Hang Su (21) Yinpeng Dong (21) Tianyu Pang (10) C. Lee Giles (5) Daniel Kifer (4) Yichun Shi (4) Huanran Chen (4) Zhijie Deng (3) Xingxing Wei (3)

Research topics

Reasoning (1) Privacy (1)

Keywords

adversarial robustness (8) adversarial attack (6) large language model (5) adversarial training (4) diffusion model (4) generative model (3) backdoor attack (3) vision-language model (3) adversarial example (3) adversarial learning (3) question answering (3) retrieval-augmented generation (3) image generation (3) knowledge graph (2) semi-supervised learning (2) corruption robustness (2) online learning (2) benchmark evaluation (2) image synthesis (2) autonomous driving (2)

Papers

SkyMoE: A Vision-Language Foundation Model for Enhancing Geospatial Interpretation with Mixture of Experts AAAI 2026

ReflexDiffusion: Reflection-Enhanced Trajectory Planning for High-lateral-acceleration Scenarios in Autonomous Driving AAAI 2026

EHRStruct: A Comprehensive Benchmark Framework for Evaluating Large Language Models on Structured Electronic Health Record Tasks AAAI 2026

AutoBreach: Universal and Adaptive Jailbreaking with Efficient Wordplay-Guided Optimization via Multi-LLMs NAACL 2025

PrismRAG: Boosting RAG Factuality with Distractor Resilience and Strategized Reasoning EMNLP 2025

How to Enable LLM with 3D Capacity? A Survey of Spatial Reasoning in LLM IJCAI 2025

GraphProt: Certified Black-Box Shielding Against Backdoored Graph Models IJCAI 2025

STAIR: Improving Safety Alignment with Introspective Reasoning ICML 2025

C²MAOT: Cross-modal Complementary Masked Autoencoder with Optimal Transport for Cancer Segmentation in PET-CT Images MICCAI 2025

A Generalizable Anomaly Detection Method in Dynamic Graphs AAAI 2025

KERAG: Knowledge-Enhanced Retrieval-Augmented Generation for Advanced Question Answering EMNLP 2025

MagicPose: Realistic Human Poses and Facial Expressions Retargeting with Identity-aware Diffusion ICML 2024

Embodied Active Defense: Leveraging Recurrent Feedback to Counter Adversarial Patches ICLR 2024

MVDream: Multi-view Diffusion for 3D Generation ICLR 2024

MultiTrust: A Comprehensive Benchmark Towards Trustworthy Multimodal Large Language Models NIPS 2024

Diffusion Models are Certifiably Robust Classifiers NIPS 2024

Improving Robustness of 3D Point Cloud Recognition from a Fourier Perspective NIPS 2024

GuardT2I: Defending Text-to-Image Models from Adversarial Prompts NIPS 2024

BPQP: A Differentiable Convex Optimization Framework for Efficient End-to-End Learning NIPS 2024

Common Diffusion Noise Schedules and Sample Steps Are Flawed WACV 2024

Towards Transferable Targeted 3D Adversarial Attack in the Physical World CVPR 2024

Efficient Black-box Adversarial Attacks via Bayesian Optimization Guided by a Function Prior ICML 2024

CRAG - Comprehensive RAG Benchmark NIPS 2024

MoMA: Multimodal LLM Adapter for Fast Personalized Image Generation ECCV 2024

Robust Classification via a Single Diffusion Model ICML 2024

Rethinking Model Ensemble in Transfer-based Adversarial Attacks ICLR 2024

RGBD1K: A Large-Scale Dataset and Benchmark for RGB-D Object Tracking AAAI 2023

On Evaluating Adversarial Robustness of Large Vision-Language Models NIPS 2023

Towards Effective Adversarial Textured 3D Meshes on Physical Face Recognition CVPR 2023

Shifted Diffusion for Text-to-Image Generation CVPR 2023

Benchmarking Robustness of 3D Object Detection to Common Corruptions CVPR 2023

PAniC-3D: Stylized Single-View 3D Reconstruction From Portraits of Anime Characters CVPR 2023

Root Pose Decomposition Towards Generic Non-rigid 3D Reconstruction with Monocular Videos ICCV 2023

Exploring Memorization in Adversarial Training ICLR 2022

DDG-DA: Data Distribution Generation for Predictable Concept Drift Adaptation AAAI 2022

SemanticStyleGAN: Learning Compositional Generative Priors for Controllable Image Synthesis and Editing CVPR 2022

Boosting Transferability of Targeted Adversarial Examples via Hierarchical Generative Networks ECCV 2022

DAB-DETR: Dynamic Anchor Boxes are Better Queries for DETR ICLR 2022

Robustness and Accuracy Could Be Reconcilable by (Proper) Definition ICML 2022

Adversarial Open Domain Adaptation for Sketch-to-Photo Synthesis WACV 2022

Towards Face Encryption by Generating Adversarial Identity Masks ICCV 2021

Black-Box Detection of Backdoor Attacks With Limited Information and Data ICCV 2021

Using Pause Information for More Accurate Entity Recognition EMNLP 2021

Unsupervised Part Segmentation Through Disentangling Appearance and Shape CVPR 2021

LiBRe: A Practical Bayesian Approach to Adversarial Detection CVPR 2021

Noise Robust Named Entity Understanding for Voice Assistants NAACL 2021

Accumulative Poisoning Attacks on Real-time Data NIPS 2021

Bag of Tricks for Adversarial Training ICLR 2021

Benchmarking Adversarial Robustness on Image Classification CVPR 2020

Boosting Adversarial Training with Hypersphere Embedding NIPS 2020

Design and Interpretation of Universal Adversarial Patches in Face Detection ECCV 2020

Adversarial Training for Community Question Answer Selection Based on Multi-Scale Matching AAAI 2019

Face Anti-Spoofing: Model Matters, so Does Data CVPR 2019

Learning Non-parametric Markov Networks with Mutual Information PGM 2018

Distractor Generation for Multiple Choice Questions Using Learning to Rank NAACL 2018

Multi-Scale FCN With Cascaded Instance Aware Segmentation for Arbitrary Oriented Word Spotting in the Wild CVPR 2017

Regression Uncertainty on the Grassmannian AISTATS 2017

Learning to Extract Semantic Structure From Documents Using Multimodal Fully Convolutional Neural Networks CVPR 2017

Learning to Read Irregular Text with Attention Mechanisms IJCAI 2017