Xiao Yang

Enhanced Reasoning for Biomedical Document-Level Relation Extraction via a Novel Cascade Language Model Framework ACL 2026 EHRStruct: A Comprehensive Benchmark Framework for Evaluating Large Language Models on Structured Electronic Health Record Tasks AAAI 2026 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 STAIR: Improving Safety Alignment with Introspective Reasoning ICML 2025 KERAG: Knowledge-Enhanced Retrieval-Augmented Generation for Advanced Question Answering EMNLP 2025 A Generalizable Anomaly Detection Method in Dynamic Graphs AAAI 2025 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 C²MAOT: Cross-modal Complementary Masked Autoencoder with Optimal Transport for Cancer Segmentation in PET-CT Images MICCAI 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 Diffusion Models are Certifiably Robust Classifiers NIPS 2024 Towards Transferable Targeted 3D Adversarial Attack in the Physical World CVPR 2024 Rethinking Model Ensemble in Transfer-based Adversarial Attacks ICLR 2024 MagicPose: Realistic Human Poses and Facial Expressions Retargeting with Identity-aware Diffusion ICML 2024 MoMA: Multimodal LLM Adapter for Fast Personalized Image Generation ECCV 2024 Embodied Active Defense: Leveraging Recurrent Feedback to Counter Adversarial Patches ICLR 2024 MVDream: Multi-view Diffusion for 3D Generation ICLR 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 Efficient Black-box Adversarial Attacks via Bayesian Optimization Guided by a Function Prior ICML 2024 CRAG - Comprehensive RAG Benchmark NIPS 2024 MultiTrust: A Comprehensive Benchmark Towards Trustworthy Multimodal Large Language Models NIPS 2024 Robust Classification via a Single Diffusion Model ICML 2024 Benchmarking Robustness of 3D Object Detection to Common Corruptions CVPR 2023 On Evaluating Adversarial Robustness of Large Vision-Language Models NIPS 2023 RGBD1K: A Large-Scale Dataset and Benchmark for RGB-D Object Tracking AAAI 2023 Towards Effective Adversarial Textured 3D Meshes on Physical Face Recognition CVPR 2023 Shifted Diffusion for Text-to-Image Generation 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 Robustness and Accuracy Could Be Reconcilable by (Proper) Definition ICML 2022 DDG-DA: Data Distribution Generation for Predictable Concept Drift Adaptation AAAI 2022 Adversarial Open Domain Adaptation for Sketch-to-Photo Synthesis WACV 2022 SemanticStyleGAN: Learning Compositional Generative Priors for Controllable Image Synthesis and Editing CVPR 2022 Exploring Memorization in Adversarial Training ICLR 2022 DAB-DETR: Dynamic Anchor Boxes are Better Queries for DETR ICLR 2022 Boosting Transferability of Targeted Adversarial Examples via Hierarchical Generative Networks ECCV 2022 Towards Face Encryption by Generating Adversarial Identity Masks ICCV 2021 Bag of Tricks for Adversarial Training ICLR 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 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 Face Anti-Spoofing: Model Matters, so Does Data CVPR 2019 Adversarial Training for Community Question Answer Selection Based on Multi-Scale Matching AAAI 2019 Learning Non-parametric Markov Networks with Mutual Information PGM 2018 Distractor Generation for Multiple Choice Questions Using Learning to Rank NAACL 2018 Regression Uncertainty on the Grassmannian AISTATS 2017 Multi-Scale FCN With Cascaded Instance Aware Segmentation for Arbitrary Oriented Word Spotting in the Wild CVPR 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