Wei Ji

Arcadia: Toward a Full-Lifecycle Framework for Embodied Lifelong Learning CVPR 2026 Evolving Generalist Virtual Agents with Generative and Associative Memory AAAI 2026 SAM3-I: Segment Anything with Instructions ACL 2026 Towards Unified Vision-Language Models with Incomplete Multi-Modal Inputs AAAI 2026 UniM: A Unified Any-to-Any Interleaved Multimodal Benchmark CVPR 2026 A Simple yet Mighty Hartley Diffusion Versatilist for Generalizable Dense Vision Tasks ICCV 2025 D-CAM: Learning Generalizable Weakly-Supervised Medical Image Segmentation from Domain-invariant CAM MICCAI 2025 DefMamba: Deformable Visual State Space Model CVPR 2025 DGFamba: Learning Flow Factorized State Space for Visual Domain Generalization AAAI 2025 Discretized Gaussian Representation for Tomographic Reconstruction ICCV 2025 Few-Shot Incremental Learning via Foreground Aggregation and Knowledge Transfer for Audio-Visual Semantic Segmentation AAAI 2025 Generalized Video Moment Retrieval ICLR 2025 Learning Fine-grained Domain Generalization via Hyperbolic State Space Hallucination AAAI 2025 SEGA: A Stepwise Evolution Paradigm for Content-Aware Layout Generation with Design Prior ICCV 2025 SpikeVideoFormer: An Efficient Spike-Driven Video Transformer with Hamming Attention and O(T) Complexity ICML 2025 What Limits Virtual Agent Application? OmniBench: A Scalable Multi-Dimensional Benchmark for Essential Virtual Agent Capabilities ICML 2025 Composed Image Retrieval with Text Feedback via Multi-grained Uncertainty Regularization ICLR 2024 Dysen-VDM: Empowering Dynamics-aware Text-to-Video Diffusion with LLMs CVPR 2024 Fine-tuning Multimodal LLMs to Follow Zero-shot Demonstrative Instructions ICLR 2024 Hallucinated Style Distillation for Single Domain Generalization in Medical Image Segmentation MICCAI 2024 Learning Frequency-Adapted Vision Foundation Model for Domain Generalized Semantic Segmentation NeurIPS 2024 Learning Generalized Medical Image Segmentation from Decoupled Feature Queries AAAI 2024 MedSegDiff-V2: Diffusion-Based Medical Image Segmentation with Transformer AAAI 2024 NExT-Chat: An LMM for Chat, Detection and Segmentation ICML 2024 NExT-GPT: Any-to-Any Multimodal LLM ICML 2024 Panoptic Scene Graph Generation with Semantics-Prototype Learning AAAI 2024 Samba: Severity-aware Recurrent Modeling for Cross-domain Medical Image Grading NeurIPS 2024 Spider: A Unified Framework for Context-dependent Concept Segmentation ICML 2024 Towards Natural Language-Guided Drones: GeoText-1652 Benchmark with Spatial Relation Matching ECCV 2024 Towards Robust Multi-Modal Reasoning via Model Selection ICLR 2024 Unleashing Multispectral Video's Potential in Semantic Segmentation: A Semi-supervised Viewpoint and New UAV-View Benchmark NeurIPS 2024 Video-of-Thought: Step-by-Step Video Reasoning from Perception to Cognition ICML 2024 Animal3D: A Comprehensive Dataset of 3D Animal Pose and Shape ICCV 2023 Are Binary Annotations Sufficient? Video Moment Retrieval via Hierarchical Uncertainty-Based Active Learning CVPR 2023 ART: rule bAsed futuRe-inference deducTion EMNLP 2023 Cross2StrA: Unpaired Cross-lingual Image Captioning with Cross-lingual Cross-modal Structure-pivoted Alignment ACL 2023 DVSOD: RGB-D Video Salient Object Detection NeurIPS 2023 FakeSV: A Multimodal Benchmark with Rich Social Context for Fake News Detection on Short Video Platforms AAAI 2023 Generating Visual Spatial Description via Holistic 3D Scene Understanding ACL 2023 Gradient-Regulated Meta-Prompt Learning for Generalizable Vision-Language Models ICCV 2023 Multispectral Video Semantic Segmentation: A Benchmark Dataset and Baseline CVPR 2023 Two Heads Are Better Than One: Improving Fake News Video Detection by Correlating with Neighbors ACL 2023 Video-Audio Domain Generalization via Confounder Disentanglement AAAI 2023 Visually-Prompted Language Model for Fine-Grained Scene Graph Generation in an Open World ICCV 2023 VPGTrans: Transfer Visual Prompt Generator across LLMs NeurIPS 2023 WINNER: Weakly-Supervised hIerarchical decompositioN and aligNment for Spatio-tEmporal Video gRounding CVPR 2023 Content-Variant Reference Image Quality Assessment via Knowledge Distillation AAAI 2022 Exploring Denoised Cross-Video Contrast for Weakly-Supervised Temporal Action Localization CVPR 2022 Fine-Grained Scene Graph Generation with Data Transfer ECCV 2022 Generating Diverse and Natural 3D Human Motions From Text CVPR 2022 Invariant Grounding for Video Question Answering CVPR 2022 PEVL: Position-enhanced Pre-training and Prompt Tuning for Vision-language Models EMNLP 2022 Promoting Saliency From Depth: Deep Unsupervised RGB-D Saliency Detection ICLR 2022 Rethinking the Two-Stage Framework for Grounded Situation Recognition AAAI 2022 Video as Conditional Graph Hierarchy for Multi-Granular Question Answering AAAI 2022 Video Question Answering: Datasets, Algorithms and Challenges EMNLP 2022 Boundary Proposal Network for Two-stage Natural Language Video Localization AAAI 2021 Calibrated RGB-D Salient Object Detection CVPR 2021 Dynamic Context-Sensitive Filtering Network for Video Salient Object Detection ICCV 2021 Joint Semantic Mining for Weakly Supervised RGB-D Salient Object Detection NeurIPS 2021 Learning Calibrated Medical Image Segmentation via Multi-Rater Agreement Modeling CVPR 2021 Accurate RGB-D Salient Object Detection via Collaborative Learning ECCV 2020 An Early Study on Intelligent Analysis of Speech Under COVID-19: Severity, Sleep Quality, Fatigue, and Anxiety Interspeech 2020 Depth-Induced Multi-Scale Recurrent Attention Network for Saliency Detection ICCV 2019 Semantic Locality-Aware Deformable Network for Clothing Segmentation IJCAI 2018