Xu Zhang

EvoNarrator: Modeling Scientific Evolution for Feasible Hypothesis Generation ACL 2026 Any2RSI: Controllable Remote Sensing Text-to-Image Generation via Any Control and Enriched Description AAAI 2026 Sortblock: Similarity-Aware Feature Reuse for Diffusion Model AAAI 2026 DeepInsert: Early Layer Bypass for Efficient and Performant Multimodal Understanding EACL 2026 Learning Compact Video Representations for Efficient Long-form Video Understanding in Large Multimodal Models WACV 2026 MobileWorld: Benchmarking Autonomous Mobile Agents in Agent-User Interactive and MCP-Augmented Environments ACL 2026 ShadeEdit: A Utility-Preserving and Defense-Evasive Knowledge Manipulation Attack in Federated LLMs AAAI 2026 HAD: HAllucination Detection Language Models Based on a Comprehensive Hallucination Taxonomy ACL 2026 CrossGuard: Safeguarding MLLMs against Joint-Modal Implicit Malicious Attacks ACL 2026 MAVERIX: Multimodal Audio-Visual Evaluation and Recognition IndeX AAAI 2026 Personalized Federated Learning with Bidirectional Communication Compression via One-Bit Random Sketching AAAI 2026 ClearAIR: A Human-Visual-Perception-Inspired All-in-One Image Restoration AAAI 2026 RST-Guarder: Enhancing Long-Context Robustness for Safeguards via RST Parsing and Probabilistic Inference ACL 2026 Optimizing Robustness and Accuracy in Mixture of Experts: A Dual-Model Approach ICML 2025 SGDiff: Scene Graph Guided Diffusion Model for Image Collaborative SegCaptioning AAAI 2025 A Lightweight Sparse Interaction Network for Time Series Forecasting AAAI 2025 A General Knowledge Injection Framework for ICD Coding ACL 2025 MC-MKE: A Fine-Grained Multimodal Knowledge Editing Benchmark Emphasizing Modality Consistency ACL 2025 AA-CLIP: Enhancing Zero-Shot Anomaly Detection via Anomaly-Aware CLIP CVPR 2025 DAMON: A Dialogue-Aware MCTS Framework for Jailbreaking Large Language Models EMNLP 2025 MMAG: Multimodal Learning for Mucus Anomaly Grading in Nasal Endoscopy via Semantic Attribute Prompting EMNLP 2025 Adversarial Data Augmentation for Single Domain Generalization via Lyapunov Exponent-Guided Optimization ICCV 2025 Achieving More with Less: Additive Prompt Tuning for Rehearsal-Free Class-Incremental Learning ICCV 2025 SparseRecon: Neural Implicit Surface Reconstruction from Sparse Views with Feature and Depth Consistencies ICCV 2025 GeoILP: A Synthetic Dataset to Guide Large-Scale Rule Induction ICLR 2025 Ultra Lowrate Image Compression with Semantic Residual Coding and Compression-aware Diffusion ICML 2025 Generalization Performance of Ensemble Clustering: From Theory to Algorithm ICML 2025 Incorporating Legal Logic into Deep Learning: An Intelligent Approach to Probation Prediction IJCAI 2025 SimCroP: Radiograph Representation Learning with Similarity-driven Cross-granularity Pre-training MICCAI 2025 UFO: A UI-Focused Agent for Windows OS Interaction NAACL 2025 Reduce Redundancy Then Rerank: Enhancing Code Summarization with a Novel Pipeline Framework COLING 2024 GRACE: Loss-Resilient Real-Time Video through Neural Codecs NSDI 2024 All-in-One Image Coding for Joint Human-Machine Vision with Multi-Path Aggregation NIPS 2024 DMPlug: A Plug-in Method for Solving Inverse Problems with Diffusion Models NIPS 2024 Independent-Set Design of Experiments for Estimating Treatment and Spillover Effects under Network Interference ICLR 2024 Plug-In Diffusion Model for Sequential Recommendation AAAI 2024 MAdapter: A Better Interaction between Image and Language for Medical Image Segmentation MICCAI 2024 Noise Removed Inconsistency Activation Map for Unsupervised Registration of Brain Tumor MRI between Pre-operative and Follow-up Phases MICCAI 2024 DPA-Net: Structured 3D Abstraction from Sparse Views via Differentiable Primitive Assembly ECCV 2024 Negative Pre-aware for Noisy Cross-Modal Matching AAAI 2024 Benchmarking Knowledge Boundary for Large Language Models: A Different Perspective on Model Evaluation ACL 2024 HVCLIP: High-dimensional Vector in CLIP for Unsupervised Domain Adaptation ECCV 2024 FashionNTM: Multi-turn Fashion Image Retrieval via Cascaded Memory ICCV 2023 G3R: A Graph-Guided Generate-and-Rerank Framework for Complex and Cross-domain Text-to-SQL Generation ACL 2023 MIL-Decoding: Detoxifying Language Models at Token-Level via Multiple Instance Learning ACL 2023 Avoiding spurious correlations via logit correction ICLR 2023 Towards Lightweight, Model-Agnostic and Diversity-Aware Active Anomaly Detection ICLR 2023 User-Controllable Arbitrary Style Transfer via Entropy Regularization AAAI 2023 Monaural Speech Separation Method Based on Recurrent Attention with Parallel Branches INTERSPEECH 2023 Top-k data selection via distributed sample quantile inference L4DC 2023 CLAMP: Prompt-Based Contrastive Learning for Connecting Language and Animal Pose CVPR 2023 An Empirical Study of Instruction-tuning Large Language Models in Chinese EMNLP 2023 Impairment Representation Learning for Speech Quality Assessment INTERSPEECH 2022 Byzantine-tolerant federated Gaussian process regression for streaming data NIPS 2022 Personalized Federated Learning via Variational Bayesian Inference ICML 2022 Complicate Then Simplify: A Novel Way to Explore Pre-trained Models for Text Classification COLING 2022 Large-Scale Video Panoptic Segmentation in the Wild: A Benchmark CVPR 2022 Code Generation From Flowcharts with Texts: A Benchmark Dataset and An Approach EMNLP 2022 Low-Delay Speech Enhancement Using Perceptually Motivated Target and Loss INTERSPEECH 2021 A Causal U-Net Based Neural Beamforming Network for Real-Time Multi-Channel Speech Enhancement INTERSPEECH 2021 Generalized Relation Learning with Semantic Correlation Awareness for Link Prediction AAAI 2021 SENSEI: Aligning Video Streaming Quality with Dynamic User Sensitivity NSDI 2021 Intra-Correlation Encoding for Chinese Sentence Intention Matching COLING 2020 Unsupervised Embedding Learning via Invariant and Spreading Instance Feature CVPR 2019 Learning Spread-Out Local Feature Descriptors ICCV 2017 Learning Discriminative and Transformation Covariant Local Feature Detectors CVPR 2017 Fast Orthogonal Projection Based on Kronecker Product ICCV 2015