Xiang Li

Analyzing and Internalizing Complex Policy Documents for LLM Agents ACL 2026 Beyond Adapter Retrieval: Latent Geometry-Preserving Composition via Sparse Task Projection AAAI 2026 DenoDet V2: Phase-Amplitude Cross Denoising for SAR Object Detection AAAI 2026 RoadGIE: Towards A Global-Scale Aerial Benchmark for Generalizable Interactive Road Extraction CVPR 2026 SM3Det: A Unified Model for Multi-Modal Remote Sensing Object Detection AAAI 2026 Safeguarding LLM Training at Scale: Online SDC Detection and Insights from 35 Million GPU Hours OSDI 2026 SpatioTemporal Difference Network for Video Depth Super-Resolution AAAI 2026 Strip R-CNN: Large Strip Convolution for Remote Sensing Object Detection AAAI 2026 TTT-UNet: Enhancing U-Net with Test-Time Training Layers for Biomedical Image Segmentation MIDL 2026 Video SimpleQA: Towards Factuality Evaluation in Large Video Language Models AAAI 2026 A Survey of LLM-based Agents in Medicine: How far are we from Baymax? ACL 2025 Advancing Textual Prompt Learning with Anchored Attributes ICCV 2025 CAARMA: Class Augmentation with Adversarial Mixup Regularization EMNLP 2025 Cascaded 3D Diffusion Models for Whole-body 3D 18-F FDG PET/CT synthesis from Demographics MICCAI 2025 DISTA-Net: Dynamic Closely-Spaced Infrared Small Target Unmixing ICCV 2025 Demystifying Small Language Models for Edge Deployment ACL 2025 Distribution-aware Fairness Learning in Medical Image Segmentation From A Control-Theoretic Perspective ICML 2025 ECHOPulse: ECG Controlled Echocardio-gram Video Generation ICLR 2025 Enhancing Cognition and Explainability of Multimodal Foundation Models with Self-Synthesized Data ICLR 2025 From Words to Worth: Newborn Article Impact Prediction with LLM AAAI 2025 ImageFolder: Autoregressive Image Generation with Folded Tokens ICLR 2025 Impromptu Cybercrime Euphemism Detection COLING 2025 InstanceCap: Improving Text-to-Video Generation via Instance-aware Structured Caption CVPR 2025 LVPNet: A Latent-variable-based Prediction-driven End-to-end Framework for Lossless Compression of Medical Images MICCAI 2025 MAST-Pro: Dynamic Mixture-of-Experts for Adaptive Segmentation of Pan-Tumors with Knowledge-Driven Prompts MICCAI 2025 MS-IQA: A Multi-Scale Feature Fusion Network for PET/CT Image Quality Assessment MICCAI 2025 Masked Autoencoders Are Effective Tokenizers for Diffusion Models ICML 2025 Multi-Sensor Object Anomaly Detection: Unifying Appearance, Geometry, and Internal Properties CVPR 2025 Multi-clue Consistency Learning to Bridge Gaps Between General and Oriented Object in Semi-supervised Detection AAAI 2025 Not All Layers of LLMs Are Necessary During Inference IJCAI 2025 OpenVid-1M: A Large-Scale High-Quality Dataset for Text-to-video Generation ICLR 2025 RSAR: Restricted State Angle Resolver and Rotated SAR Benchmark CVPR 2025 Rethinking Point Cloud Data Augmentation: Topologically Consistent Deformation ICML 2025 SAMed-2: Selective Memory Enhanced Medical Segment Anything Model MICCAI 2025 Scalable Benchmarking and Robust Learning for Noise-Free Ego-Motion and 3D Reconstruction from Noisy Video ICLR 2025 See the World, Discover Knowledge: A Chinese Factuality Evaluation for Large Vision Language Models ACL 2025 SimpleVQA: Multimodal Factuality Evaluation for Multimodal Large Language Models ICCV 2025 SoftVQ-VAE: Efficient 1-Dimensional Continuous Tokenizer CVPR 2025 TF-Mamba: Text-enhanced Fusion Mamba with Missing Modalities for Robust Multimodal Sentiment Analysis EMNLP 2025 XFormParser: A Simple and Effective Multimodal Multilingual Semi-structured Form Parser COLING 2025 A General Framework for Learning from Weak Supervision ICML 2024 AltNeRF: Learning Robust Neural Radiance Field via Alternating Depth-Pose Optimization AAAI 2024 AutoPRM: Automating Procedural Supervision for Multi-Step Reasoning via Controllable Question Decomposition NAACL 2024 Biomedical Visual Instruction Tuning with Clinician Preference Alignment NeurIPS 2024 Cascade Prompt Learning for Visual-Language Model Adaptation ECCV 2024 Completing Visual Objects via Bridging Generation and Segmentation ICML 2024 Conditional Score-Based Diffusion Model for Cortical Thickness Trajectory Prediction MICCAI 2024 CrossKD: Cross-Head Knowledge Distillation for Object Detection CVPR 2024 CryoSAM: Training-free CryoET Tomogram Segmentation with Foundation Models MICCAI 2024 DCDepth: Progressive Monocular Depth Estimation in Discrete Cosine Domain NeurIPS 2024 DI-V2X: Learning Domain-Invariant Representation for Vehicle-Infrastructure Collaborative 3D Object Detection AAAI 2024 Distilling Knowledge from Large-Scale Image Models for Object Detection ECCV 2024 Efficient LLM Jailbreak via Adaptive Dense-to-sparse Constrained Optimization NeurIPS 2024 Eye-gaze Guided Multi-modal Alignment for Medical Representation Learning NeurIPS 2024 F2TNet: FMRI to T1w MRI Knowledge Transfer Network for Brain Multi-phenotype Prediction MICCAI 2024 Fine-Grained Image-Text Alignment in Medical Imaging Enables Explainable Cyclic Image-Report Generation ACL 2024 Hallucination Index: An Image Quality Metric for Generative Reconstruction Models MICCAI 2024 Imprecise Label Learning: A Unified Framework for Learning with Various Imprecise Label Configurations NeurIPS 2024 KnowCoder: Coding Structured Knowledge into LLMs for Universal Information Extraction ACL 2024 Medical Image Synthesis via Fine-Grained Image-Text Alignment and Anatomy-Pathology Prompting MICCAI 2024 MegaScale: Scaling Large Language Model Training to More Than 10,000 GPUs NSDI 2024 Novel Object Synthesis via Adaptive Text-Image Harmony NeurIPS 2024 Position: TrustLLM: Trustworthiness in Large Language Models ICML 2024 PromptKD: Unsupervised Prompt Distillation for Vision-Language Models CVPR 2024 QDFormer: Towards Robust Audiovisual Segmentation in Complex Environments with Quantization-based Semantic Decomposition CVPR 2024 R^2-Bench: Benchmarking the Robustness of Referring Perception Models under Perturbations ECCV 2024 SARDet-100K: Towards Open-Source Benchmark and ToolKit for Large-Scale SAR Object Detection NeurIPS 2024 Slight Corruption in Pre-training Data Makes Better Diffusion Models NeurIPS 2024 Visual In-Context Learning for Large Vision-Language Models ACL 2024 Volumetric Conditional Score-based Residual Diffusion Model for PET/MR Denoising MICCAI 2024 Creative Birds: Self-Supervised Single-View 3D Style Transfer ICCV 2023 Curriculum Temperature for Knowledge Distillation AAAI 2023 DLGSANet: Lightweight Dynamic Local and Global Self-Attention Networks for Image Super-Resolution ICCV 2023 DesNet: Decomposed Scale-Consistent Network for Unsupervised Depth Completion AAAI 2023 Distortion and Uncertainty Aware Loss for Panoramic Depth Completion ICML 2023 Exploring All-In-One Knowledge Distillation Framework for Neural Machine Translation EMNLP 2023 Exploring Better Text Image Translation with Multimodal Codebook ACL 2023 Fine-Grained Visual Prompting NeurIPS 2023 In-Image Neural Machine Translation with Segmented Pixel Sequence-to-Sequence Model EMNLP 2023 LWSIS: LiDAR-Guided Weakly Supervised Instance Segmentation for Autonomous Driving AAAI 2023 Large Selective Kernel Network for Remote Sensing Object Detection ICCV 2023 PaintSeg: Painting Pixels for Training-free Segmentation NeurIPS 2023 Panoramic Video Salient Object Detection with Ambisonic Audio Guidance AAAI 2023 Recurrent Structure Attention Guidance for Depth Super-resolution AAAI 2023 Robust Referring Video Object Segmentation with Cyclic Structural Consensus ICCV 2023 Structure Flow-Guided Network for Real Depth Super-resolution AAAI 2023 The Hidden Dance of Phonemes and Visage: Unveiling the Enigmatic Link between Phonemes and Facial Features Interspeech 2023 The Xiaomi AI Lab’s Speech Translation Systems for IWSLT 2023 Offline Task, Simultaneous Task and Speech-to-Speech Task ACL 2023 Towards Noise-Tolerant Speech-Referring Video Object Segmentation: Bridging Speech and Text EMNLP 2023 Video State-Changing Object Segmentation ICCV 2023 YouTubePD: A Multimodal Benchmark for Parkinson’s Disease Analysis NeurIPS 2023 BIT-Xiaomi’s System for AutoSimTrans 2022 NAACL 2022 CofeNet: Context and Former-Label Enhanced Net for Complicated Quotation Extraction COLING 2022 DTG-SSOD: Dense Teacher Guidance for Semi-Supervised Object Detection NeurIPS 2022 Dynamic MLP for Fine-Grained Image Classification by Leveraging Geographical and Temporal Information CVPR 2022 Hybrid Instance-Aware Temporal Fusion for Online Video Instance Segmentation AAAI 2022 Knowledge Distillation for Object Detection via Rank Mimicking and Prediction-Guided Feature Imitation AAAI 2022 Multi-modal Masked Pre-training for Monocular Panoramic Depth Completion ECCV 2022 PseCo: Pseudo Labeling and Consistency Training for Semi-Supervised Object Detection ECCV 2022 RecursiveMix: Mixed Learning with History NeurIPS 2022 RigNet: Repetitive Image Guided Network for Depth Completion ECCV 2022 The Xiaomi Text-to-Text Simultaneous Speech Translation System for IWSLT 2022 ACL 2022 Towards Robust Neural Machine Translation with Iterative Scheduled Data-Switch Training COLING 2022 Weakly Supervised Text Classification using Supervision Signals from a Language Model NAACL 2022 Answering Complex Open-Domain Questions with Multi-Hop Dense Retrieval ICLR 2021 Generalized Focal Loss V2: Learning Reliable Localization Quality Estimation for Dense Object Detection CVPR 2021 Improving Tree-Structured Decoder Training for Code Generation via Mutual Learning AAAI 2021 Pyramid Vision Transformer: A Versatile Backbone for Dense Prediction Without Convolutions ICCV 2021 Regularizing Nighttime Weirdness: Efficient Self-Supervised Monocular Depth Estimation in the Dark ICCV 2021 An Iterative Multi-Source Mutual Knowledge Transfer Framework for Machine Reading Comprehension IJCAI 2020 ConvLab-2: An Open-Source Toolkit for Building, Evaluating, and Diagnosing Dialogue Systems ACL 2020 Generalized Focal Loss: Learning Qualified and Distributed Bounding Boxes for Dense Object Detection NeurIPS 2020 Modeling Discourse Structure for Document-level Neural Machine Translation ACL 2020 Understanding the Disharmony between Weight Normalization Family and Weight Decay AAAI 2020 Xiaomi’s Submissions for IWSLT 2020 Open Domain Translation Task ACL 2020 ConvLab: Multi-Domain End-to-End Dialog System Platform ACL 2019 Inter-Class Angular Loss for Convolutional Neural Networks AAAI 2019 Selective Kernel Networks CVPR 2019 Shape Robust Text Detection With Progressive Scale Expansion Network CVPR 2019 Understanding the Disharmony Between Dropout and Batch Normalization by Variance Shift CVPR 2019 Adversarial Metric Learning IJCAI 2018 Joint Task-Recursive Learning for Semantic Segmentation and Depth Estimation ECCV 2018 Mixed Link Networks IJCAI 2018 Stacked Conditional Generative Adversarial Networks for Jointly Learning Shadow Detection and Shadow Removal CVPR 2018 LightRNN: Memory and Computation-Efficient Recurrent Neural Networks NeurIPS 2016