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Wei Ji

62 papers · 2018–2026 · 12 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (12) πŸƒ Academic Marathon (7) 🐝 Cross-Pollinator (13) 🌈 Renaissance Researcher (9) πŸ—ΊοΈ Taxonomy Completionist (83) πŸ† Grand Slam πŸ”¬ Deep Specialist (10) 🧬 Topic Evolution πŸ‘₯ Mega-Team (20) πŸ‘‘ Triple Crown 🀝 Dynamic Duo (20) πŸ—ƒοΈ Keyword Collector (239) ⚑ Prolific Year (10) πŸš€ Conference Pioneer πŸ”₯ Unstoppable (8) πŸ’Ž Century Club (60) ❓ The Questioner (2)

Conferences

AAAI (14) CVPR (10) ICCV (8) ICML (6) NIPS (6) ICLR (5) ACL (3) ECCV (3) EMNLP (3) MICCAI (2) IJCAI (1) INTERSPEECH (1)

Top co-authors

Tat-Seng Chua (20) Jingjing Li (12) Qi Bi (12) Li Cheng (9) Jingjun Yi (8) Yefeng Zheng (8) Haolan Zhan (7) Mengze Li (7) Hao Zheng (7) Huchuan Lu (7)

Keywords

semantic segmentation (10) multimodal learning (9) video understanding (6) domain generalization (6) depth estimation (4) state space model (4) medical image segmentation (3) scene graph (3) domain adaptation (3) multi-modal learning (3) salient object detection (3) video question answering (3) transfer learning (3) representation learning (2) scene graph generation (2) action recognition (2) few-shot learning (2) contrastive learning (2) temporal dynamics (2) causal inference (2)

Papers

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