Wei Li

A Faster Path to Continual Learning CVPR 2026 Branch, or Layer? Zeroth-Order Optimization for Continual Learning of Vision-Language Models AAAI 2026 EthicMind: A Risk-Aware Framework for Ethical-Emotional Alignment in Multi-Turn Dialogue ACL 2026 GMAI-VL & GMAI-VL-5.5M: A Large Vision-Language Model and a Comprehensive Multimodal Dataset Towards General Medical AI AAAI 2026 Guiding a Diffusion Model by Swapping Its Tokens CVPR 2026 MMSearch-R1: Incentivizing LMMs to Search ACL 2026 MinerU2.5: A Decoupled Vision-Language Model for Efficient High-Resolution Document Parsing ACL 2026 Multi-Granularity Semantic Revision for Large Language Model Distillation ACL 2026 MvP-ECR: Multi-Perspective Emotion-Cause Reasoning for Empathetic Dialogue AAAI 2026 Octopus: History-Free Gradient Orthogonalization for Continual Learning in Multimodal Large Language Models CVPR 2026 VINS-120K: Ultra High-Resolution Image Editing with A Large-Scale Dataset CVPR 2026 Why Does RL Generalize Better Than SFT? A Data-Centric Perspective on VLM Post-Training CVPR 2026 Audio-centric Video Understanding Benchmark without Text Shortcut EMNLP 2025 AugKD: Ingenious Augmentations Empower Knowledge Distillation for Image Super-Resolution ICLR 2025 Breaking Information Isolation: Accelerating MRI via Inter-sequence Mapping and Progressive Masking AAAI 2025 CBQ: Cross-Block Quantization for Large Language Models ICLR 2025 ChemVLM: Exploring the Power of Multimodal Large Language Models in Chemistry Area AAAI 2025 Come Together, But Not Right Now: A Progressive Strategy to Boost Low-Rank Adaptation ICML 2025 Competitive Fair Scheduling with Predictions ICLR 2025 Describe, Don't Dictate: Semantic Image Editing with Natural Language Intent ICCV 2025 DoF-Gaussian: Controllable Depth-of-Field for 3D Gaussian Splatting CVPR 2025 Dynamic Contrastive Knowledge Distillation for Efficient Image Restoration AAAI 2025 ECC: An Emotion-Cause Conversation Dataset for Empathy Response EMNLP 2025 Expectation Confirmation Preference Optimization for Multi-Turn Conversational Recommendation Agent ACL 2025 F-LMM: Grounding Frozen Large Multimodal Models CVPR 2025 Free4D: Tuning-free 4D Scene Generation with Spatial-Temporal Consistency ICCV 2025 GIM: A Million-scale Benchmark for Generative Image Manipulation Detection and Localization AAAI 2025 Harmonizing Visual Representations for Unified Multimodal Understanding and Generation ICCV 2025 ISPDiffuser: Learning RAW-to-sRGB Mappings with Texture-Aware Diffusion Models and Histogram-Guided Color Consistency AAAI 2025 Improving LLM Video Understanding with 16 Frames Per Second ICML 2025 Knowledge Distillation with Multi-granularity Mixture of Priors for Image Super-Resolution ICLR 2025 LLaVA-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models ICLR 2025 LMO: Linear Mamba Operator for MRI Reconstruction CVPR 2025 LiveCC: Learning Video LLM with Streaming Speech Transcription at Scale CVPR 2025 MedGround-R1: Advancing Medical Image Grounding via Spatial-Semantic Rewarded Group Relative Policy Optimization MICCAI 2025 NaFV-Net: An Adversarial Four-view Network for Mammogram Classification AAAI 2025 OmniCorpus: A Unified Multimodal Corpus of 10 Billion-Level Images Interleaved with Text ICLR 2025 OpenHuEval: Evaluating Large Language Model on Hungarian Specifics ACL 2025 OphCLIP: Hierarchical Retrieval-Augmented Learning for Ophthalmic Surgical Video-Language Pretraining ICCV 2025 Ophora: A Large-Scale Data-Driven Text-Guided Ophthalmic Surgical Video Generation Model MICCAI 2025 RetinaLogos: Fine-Grained Synthesis of High-Resolution Retinal Images Through Captions MICCAI 2025 SRefiner: Soft-Braid Attention for Multi-Agent Trajectory Refinement ICCV 2025 Weakly Supervised Semantic Segmentation via Progressive Confidence Region Expansion CVPR 2025 WildAvatar: Learning In-the-wild 3D Avatars from the Web CVPR 2025 ZeroFlow: Overcoming Catastrophic Forgetting is Easier than You Think ICML 2025 video-SALMONN-o1: Reasoning-enhanced Audio-visual Large Language Model ICML 2025 Alias-Free Mamba Neural Operator NeurIPS 2024 AutoOS: Make Your OS More Powerful by Exploiting Large Language Models ICML 2024 Benchmarking Chinese Commonsense Reasoning of LLMs: From Chinese-Specifics to Reasoning-Memorization Correlations ACL 2024 CGS-Mask: Making Time Series Predictions Intuitive for All AAAI 2024 Can Large Language Models Understand Spatial Audio? Interspeech 2024 Comprehensive Generative Replay for Task-Incremental Segmentation with Concurrent Appearance and Semantic Forgetting MICCAI 2024 Distilling Semantic Priors from SAM to Efficient Image Restoration Models CVPR 2024 Dual-Pipeline with Low-Rank Adaptation for New Language Integration in Multilingual ASR Interspeech 2024 Face Adapter for Pre-Trained Diffusion Models with Fine-Grained ID and Attribute Control ECCV 2024 GMAI-MMBench: A Comprehensive Multimodal Evaluation Benchmark Towards General Medical AI NeurIPS 2024 Generalizable Implicit Motion Modeling for Video Frame Interpolation NeurIPS 2024 HeterGCL: Graph Contrastive Learning Framework on Heterophilic Graph IJCAI 2024 HybridBooth: Hybrid Prompt Inversion for Efficient Subject-Driven Generation ECCV 2024 InternLM-XComposer2-4KHD: A Pioneering Large Vision-Language Model Handling Resolutions from 336 Pixels to 4K HD NeurIPS 2024 MVSGaussian: Fast Generalizable Gaussian Splatting Reconstruction from Multi-View Stereo ECCV 2024 Make Continual Learning Stronger via C-Flat NeurIPS 2024 Multi-Modal Disordered Representation Learning Network for Description-Based Person Search AAAI 2024 NeuMA: Neural Material Adaptor for Visual Grounding of Intrinsic Dynamics NeurIPS 2024 OMG-Seg: Is One Model Good Enough For All Segmentation? CVPR 2024 PEACE: A Dataset of Pharmaceutical Care for Cancer Pain Analgesia Evaluation and Medication Decision NeurIPS 2024 PQ-SAM: Post-training Quantization for Segment Anything Model ECCV 2024 SALMONN: Towards Generic Hearing Abilities for Large Language Models ICLR 2024 Unraveling Pain Levels: A Data-Uncertainty Guided Approach for Effective Pain Assessment AAAI 2024 VIGC: Visual Instruction Generation and Correction AAAI 2024 video-SALMONN: Speech-Enhanced Audio-Visual Large Language Models ICML 2024 A Composite Multi-Attention Framework for Intraoperative Hypotension Early Warning AAAI 2023 AsT: An Asymmetric-Sensitive Transformer for Osteonecrosis of the Femoral Head Detection (Student Abstract) AAAI 2023 Balancing Logit Variation for Long-Tailed Semantic Segmentation CVPR 2023 Correlational Image Modeling for Self-Supervised Visual Pre-Training CVPR 2023 Disentangling the Contribution of Non-native Speech in Automated Pronunciation Assessment Interspeech 2023 ES-Mask: Evolutionary Strip Mask for Explaining Time Series Prediction (Student Abstract) AAAI 2023 Exploring Stochastic Autoregressive Image Modeling for Visual Representation AAAI 2023 GenImage: A Million-Scale Benchmark for Detecting AI-Generated Image NeurIPS 2023 Masked Frequency Modeling for Self-Supervised Visual Pre-Training ICLR 2023 Phonetic and Prosody-aware Self-supervised Learning Approach for Non-native Fluency Scoring Interspeech 2023 RefSR-NeRF: Towards High Fidelity and Super Resolution View Synthesis CVPR 2023 Siamese DETR CVPR 2023 Zero-Shot Text-to-Parameter Translation for Game Character Auto-Creation CVPR 2023 A Transfer and Multi-Task Learning based Approach for MOS Prediction Interspeech 2022 Delving into Out-of-Distribution Detection with Vision-Language Representations NeurIPS 2022 Learning from Future: A Novel Self-Training Framework for Semantic Segmentation NeurIPS 2022 Obj2Seq: Formatting Objects as Sequences with Class Prompt for Visual Tasks NeurIPS 2022 Open-Vocabulary DETR with Conditional Matching ECCV 2022 Region Aware Transformer for Automatic Breast Ultrasound Tumor Segmentation MIDL 2022 Semi-Supervised Semantic Segmentation Using Unreliable Pseudo-Labels CVPR 2022 Towards Accurate Binary Neural Networks via Modeling Contextual Dependencies ECCV 2022 Transformer-Based Unsupervised Learning for Early Detection of Sepsis (Student Abstract) AAAI 2022 UniVIP: A Unified Framework for Self-Supervised Visual Pre-Training CVPR 2022 Using Fluency Representation Learned from Sequential Raw Features for Improving Non-native Fluency Scoring Interspeech 2022 An Efficient Streaming Non-Recurrent On-Device End-to-End Model with Improvements to Rare-Word Modeling Interspeech 2021 Cylindrical and Asymmetrical 3D Convolution Networks for LiDAR Segmentation CVPR 2021 Do Transformer Modifications Transfer Across Implementations and Applications? EMNLP 2021 MST: Masked Self-Supervised Transformer for Visual Representation NeurIPS 2021 Tied & Reduced RNN-T Decoder Interspeech 2021 Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer JMLR 2020 Low Latency Speech Recognition Using End-to-End Prefetching Interspeech 2020 Parallel Rescoring with Transformer for Streaming On-Device Speech Recognition Interspeech 2020 VoiceFilter-Lite: Streaming Targeted Voice Separation for On-Device Speech Recognition Interspeech 2020 WaveletStereo: Learning Wavelet Coefficients of Disparity Map in Stereo Matching CVPR 2020 Monotonic Infinite Lookback Attention for Simultaneous Machine Translation ACL 2019 Two-Pass End-to-End Speech Recognition Interspeech 2019 Appearance-and-Relation Networks for Video Classification CVPR 2018 Multi-Modality Tracker Aggregation: From Generative to Discriminative IJCAI 2015 DeepReID: Deep Filter Pairing Neural Network for Person Re-Identification CVPR 2014 Dimensionality Reduction with Generalized Linear Models IJCAI 2013 Locally Aligned Feature Transforms across Views CVPR 2013